QA Career Opportunities – Your Guide to Unlock Top QA Jobs

QA Career Opportunities - Your Guide to unlock Top QA Job

Being a QA professional is a unique career goal and can be equally rewarding. The career is so distinct and off the beaten track, that discussions at universities regarding software testing careers are also unique and slightly rare. It is known that there isn’t a standard way to start off a career in QA. On record, there are more people who have fallen into the career rather than getting there by planning.

Not much attention has been devoted to the long-term career prospects of those who start in QA roles. But in the fast-paced world of software development this is quickly changing with QA testers easily moving up the ranks to become QA managers. More and more businesses are adopting agile development methodologies, DevOps approaches and a whole lot more.

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It has come to pass that Quality Assurance is no longer the last item on the software launch checklist. It is part of the entire software lifecycle and has business goals interwoven into it. The CEO of the Software QA enterprise Bridge360 swears by the integral part of QA in software development and promotes QA as the leading task for success in development.

Career Path of QA

The initial period of years in a tester’s career, are not as smooth as one would hope to be. And the treatment meted out to testers is not the same as experienced by developers. Once the testers get through this initial rough patch, there are great chances of them transforming into excellent leaders.

In today’s market scenario, experienced QA professionals are highly versatile in handling tasks. They not only can manage QA testing processes but are highly equipped to tackle fresh career challenges. Such challenges can range from product management, to enterprise architecture and even customer experience.

Why are QA Careers in demand?

Software QA engineering jobs are at an all-time high in terms of growth rates and business pundits has forecasted an average of 100,000 to be created by 2022. The Bureau of Labor Statistics in the USA have anticipated a whole lot of different other skilled technical openings in the coming years. And it has been established that a majority of these technical openings will be QA based.

These statistics do not come as a surprise as QA engineers and professionals are a vital component of most enterprise technical teams. QA designations are but an integral element of every software development platform. Market experts have noted that the rising demand in the United States for QA engineers is concentrated in tech-laden markets as Seattle, Austin and San Francisco. The average national pay for a QA professional and an engineer is around $75,444, according to the Dice Salary Survey. QA engineering candidates and professionals are seeing a steep rise in demand for skills such as test automation, Ruby, Selenium, Java, C++ and Chef or Puppet.

Along with the skills mentioned above one can see the increase in frequency of black and white box testing. White box testing is unique in the sense that it utilizes an application’s internal structures to create and design test cases. This requires engineers to have programming skills. In the case of black box testing an external perspective is adopted in order to test functionality.

QA has locked in its need for all technical professional since test is moving into automation and clients are searching for QA professionals and engineers who test and write code side by side!

Clients are looking for professionals to possess the know-how on how to code to automate and go beyond just leveraging automation tools.

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Here are six innovative career leaps and ideas for QA professionals.

1. Product manager

Larry Kelley, who founded QA services provider Qalytics in 2013, has seen QA professionals take on a number of new challenges, including as a vice president of publisher/developer relations for a major entertainment division, a head of project management for a major health insurance provider, and a studio head of a gaming company.

Larry Kelley goes on to say about product management. And that it helps analyse and review software and this leads to development of a deeper understanding of the methodologies in software quality enhancement. In the market of today, demand for software with high functionality is highly critical to the success of enterprises. The more second nature QA becomes to all staff, the higher the chances of success a business will have.

Brenda Hall, CEO of Bridge360 says new product development and feature development are the forte of QA professionals. They would have amassed a wealth of knowledge to achieve new heights in product improvement. QA professionals can now be seen shifting and growing into other regions of an enterprise such as PMOs, director level, business unit leaders etc.

Key Responsibilities of a Product Manager

2. DevOps Roles

Software testers have known to possess a comprehensive view of the software development process. This makes them great release managers and engineers, along with product stability managers and automation engineers in businesses that most likely follow a DevOps approach to software development.

This makes sure that code reached users faster, at higher qualities and more often. Developers are oblivious to this approach most of the time as they are not able to see the forest for the trees as they say. But the QA gets the whole picture and uses it to deliver a great software product. QA has been steadily moving upstream and now can involve more easily in DevOps movement and practice. In the long run it is even possible to take over DevOps roles.

Intergration of QA with Development and Operations

3. Customer Experience Leader

Most QA professionals are intensely focused on users and customers therefore boosting their own value immensely as enterprises prioritize customer experience. Great QA testers have always understood that customers come first. It is common knowledge that most customer service positions are great for QA testers seeing them excel in the field.

One can go so far as to say that in technology driven, fast paced enterprises have QA software testers as the voice of the customer. An enterprise will have to keep in mind the human component at all times. It will have to ask questions such as “What do the customers care about, and why?”

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4. Enterprise Architect

QA testing can be described as “creative destruction” with testing and probing the code to make the product better. QA professionals have known to exhibit great deals of attention to detail and high levels of appreciation for independent review. These qualities may make QA professionals unwelcome in the fast paced software development shops in a few cases. But the bright side of this is that QA professionals make for amazing enterprise architects

The ability to utilize many dynamic components of code and fit them into a holistic “big picture” or flow is invaluable in an enterprise and can be found easily in QA professionals. They are the ones responsible for developing and architecting the business wide software delivery chain.

Enterprise Architect5. IT management

 It is said that to effectively manage any individual or group of individuals one must understand the day-day tasks along with the mind-set of the individual or group of individuals. This is possible when someone is well versed in QA and will allow one to mentor their employees more effectively.

Established QA professionals go on to become senior directors of companies such as CRM and enterprise social software. One shining example of this is Shelley Reuger, senior director of QA at Moxie, which produces CRM and enterprise social software. Reuger says testing leads to a lot of risk-based decisions, critical thinking and looking at the big picture. A QA professional will ask questions like, how likely will a business problem affect the customer. And what are the problems that the customer will care about.

The conventional and orthodox view of QA testing has always been that it is of lower value than actual dynamic development. And when a new CTO or CLO position opens up the first people considered usually are from development backgrounds. But with the change in viewpoints over the years, and shining beacons such as Reuger, the scenario is changing for the better for QA professionals.

IT Management6. Quality Engineering and Strategy

Even though QA to Quality Engineering may seem like a big jump but it has known to be a sure shot way for QA professionals to increase the level of engagement and challenge in their careers, not to mention, growth.  Quality Engineering has its efforts focused on making sure of a streamlined system for quality for all software product releases, rather than ensuring quality on specific app releases. As of now QA professionals have also the choice to pursue designations in QA strategy which history has shown, has usually been the forte of nontechnical professionals with business analyst backgrounds.

Quality Engineering

Salary and Job Trends for QA Professionals

In the US the average salary for a QA analyst is around $83,000 which is on the higher side for jobs in the IT sector in the US. As with most job profiles experience plays a huge role in salary. Software Test skills, system testing, test planning, Black Box Testing and regression testing are all highly coveted skillsets within QA that increase pay. The fluctuation of salary is shown in the graph below.

Average Salary of QA Analyst

Quality Assurance Analyst National Salary Trends

The annual salaries of QA analysts sometimes even average around $58,516 nationally in the US. In the most recent developments in compensation for QA professionals in the USA, the per annum salaries have increased by 3% which was slightly lower than a few years before.

And coming to how much would a QA Manager make in terms of compensation per year. A QA manager salary is around1 $102,229 as of December 2016. The salary range is between 90K to 118K, and depending on a variety of factors. These factors can range from skill sets and experience to certifications and education.

Skills for Quality Assurance (QA) Specialist

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Average Salary of Quality Analyst

Beyond QA – How to get there from here

QA professionals have to overcome challenges more often than not to take on bigger roles within testing function or outside it.  QA managers are known to be a double-edged sword to them. They tend not to divulge points of view, opportunities and victories in execution of tasks, big and small.

QA professionals in strategic roles such as QA managers and higher, have the challenge of communication of both good and bad needs on a clear and consistent basis.  This will not be in the form of a document and has to be dynamic. QA professionals will need to communicate on all wavelengths across different and disparate teams to battle for and achieve required goals. Preparation for future opportunities QA will need to collaborate on automation projects and strategy and will need to share ideas to increase productivity. Along with this QA will also need to participate in new initiatives

To ascend in corporate hierarchy QA professionals will need to learn as much as is humanly possible and will also have to put up with the initial rough patches (that are so common when compared to developers). QA professionals will need to take on more responsibility and will also need to create added duties to enhance skillsets. Taking initiative is a very powerful tool for QA professionals to advance in their career as compared to their developer counterparts.


QA Professionals can make the smooth transition to bigger roles and responsibilities if imbued with the right incentives and motivation. They have been known to grow into positions in advanced data analytics, finance and in rare cases, even law!

Thus the most essential fact is that key skillsets like critical thinking, big picture approach to problems, process focus and enhanced organizational ability will easily translate to higher advanced careers in QA.

You May also Like to read : All about Dynamic Testing and it’s Types in Quality Assurance

Surprising Facts Why Python is gaining more popularity among Developers

Surprising Facts Why Python is gaining more popularity among Developers

Why learn Python

Though the average unemployment rate is increasing in the job market, the demand for IT jobs like Web development, Mobile application development, Big Data, and Cloud computing is higher. Most of the promising jobs require the professionals be expert in certain programming languages like Python, Java, PHP, C, and C++.

Here we are going to focus on the most robust programming language, Python. If you want to know the average salary for Python skill in Information Technology, then continue to explore this article. This article will provide you some helpful information about the scope of Python professions in the Information Technology. Let us begin with an introduction to Python.

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A Brief Introduction to Python

Python is one among the most popular dynamic programming languages that is being used today. Python is an open-source and object-oriented programming language developed by Dutchman Guido van Possum in 1980s. This language can be utilized for a wide range of applications like scripting, developing and testing.  Due to its elegance and simplicity, top technology organizations like Dropbox, Google, Quora, Mozilla, Hewlett-Packard, Qualcomm, IBM, and Cisco have implemented Python.

Several websites state that Python is one among the most famous programming language of 2016. Because of its implementation and syntax, it pressures more on code readability. When compared to other programming languages like C++ and Java, it requires the programmer to develop lesser codes. It offers automatic memory management and several standard libraries for the programmer. Once a programmer completes Python certification training, he can gain knowledge and experience in a wide range of top IT organizations. It is a general-purpose and high-level coding language.

Because of its features, a large number of programmers across the world, showing interest in making use of this language to develop websites, GUI applications, and mobile applications. The main reason that brings Python one among the top coding languages is that it allows the developers to figure out the concepts by developing readable and less code. Several advantages of Python supports the programmers to alleviate the effort as well as the time required for developing complex and large applications.

A wide range of high-traffic websites like Yahoo Maps, Yahoo Groups, Google, Linux Weekly News, Web Therapy and Shopzilla is utilizing this programming language. Similarly, this language also catches a great usage for creating scientific, gaming, financial and educational applications. A different version of this programming language is widely used among the developers. For example, based on the Python’s statistics and market share data usage published on W3techs, recently about 99.4 percent of websites are using Python 2 whereas 0.6 percent of websites are using Python 3.

The recent major version , Python 3 comes with a backward-incompatible feature in addition to the major features that are back ported to the versions 2.6 and 2.7 of Python. Developers are always preferred to use the most current version of the coding language to induce the various software application developments.  Hence, it is vital for the programmers to learn as well as understand entire versions of Python as well as its evolution.

Notable Features of Python

noteable features of python

The following are some of the useful features of this language:

  • It uses the elegant syntax; hence, the programs are easier to read.
  • It is a simple to access language, which makes it easy to achieve the program working. This feature makes Pythons as the ideal programming language for prototype development as well as other ad-hoc programming functions. There is no need to compromise maintainability.
  • The large standard library included in this language supports several programming tasks like searching text along with systematic expressions, linking to Web servers, modifying and reading files.
  • The interactive mode of Python makes its simple to test code’s short snippets. It also comprises the bundles development environment known as IDLE.
  • It is also simple to extend the code by appending new modules that are implemented in other compiled language like C++ or C.
  • An expressive language which is possible to embed into applications to offer a programmable interface.
  • Allows developer to run the code anywhere, including Windows, Mac OS X, UNIX, and Linux.
  • It is free software in a couple of categories. It does not cost anything to use or download Pythons or to add it in the application. It can also be redistributable and modifiable without any cost; since, the coding language is copyrighted and it is available under the open source license.

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Importance of Learning Python

Some people are still concentrating only on the traditional computer languages. Still, they are essential for creating computer applications and handling huge mainframe computer, ignoring Python coding language could evidence to be a huge and costly mistake.

Since most of the companies prefer proprietary languages such as .Net or Java, most professionals didn’t consider these languages as a choice of learning. This is the main reason that there is a demand for good, talented employees in the company to function comfortable in Python. In spite of Python’s popularity among developers, it is yet to gain a notable place in the teaching prospectus. However, some countries like the United Kingdom and the United States begins to impart Python training in universities and schools.

According to HackerRank, a competitive platform for programmers, out of 38 coding languages across the world, 13.95 percent of entire code were compiled in Python, while 15.72 percent completion were in C, 37.72 percent of submissions were in C++.

Reasons behind the Popularity of Python among Programmers

There is no wonder that our world is continually stepping towards the new era of technology enhancement. This, in turn, increases the demand for the candidates with effective programming knowledge to develop as well as support the applications. Having Python training can be one of the ideal ways to take part in this continually developing information technology industry. The most common reasons that attract the programmers to use Python is its features of simple to graph and less emphasis on syntax. With these features, programmers do not have much trouble as they have in other conventional languages. Another reason that makes Python a most preferred choice is that it happens to be a simple coding language and it provides its support to a wide range of application types including scientific, computing and web development.

The massive popularity of the Python indicates its success as a modern coding language. The programmers worldwide for developing a variety of the web, desktop GUI, and mobile applications have recently used Python 3. There are abundant of reasons why the massive market share and more popularity of Python remain undamaged over a longer period.

Why there is Huge Demand for Python Developers?

why there is huge demand for Python

1. Gem in the Information Technology Field

Though Python was introduced to the world in the late 80s, because of the absence of proper marketing, there is no notice for this language for decades. In addition, it includes some problems with the base concept. This issue has remained as a hindrance in the path of its success. In the 21st century, Google brought this language and made some essential alterations over its configuration and setup in the core logic of the language. After those changes, it gained enhanced performance and power. In addition, it deleted entirely repeated methods and modules from the standard library to make it smoother and lighter. Currently, it has enhanced its performance by two to three times. This makes it one among the most influential languages in the technical industry. Thereby it has gained marvelous popularity among tech experts and developers.

2. Allow Developers to build Applications in various Domains

Of course, Python was inspired from traditional programming languages like Java and C++. Hence, there is no wonder in several similar features present in the Python as that in Java or C++. Python includes the capability to set up any kind of application as like Java. That means, the Python developer can able to build a web application, desktop software, hardware program and smartphone games. It enables its programmers not to bind their skills in any particular domain. The Python programs can build any kind of applications irrespective of device, domain, and platform.

3. Quality and Reliability

Python is well known for its speed, reliability, and efficiency. It is possible to project the Python applications under any environment. It is also possible to enjoy amazing performance there. Further, it is considered as the most secure and safe programming language. It includes the capability in creating enterprise standard massively secure application with the support of 128-bit encryption technology.  In addition, it is possible to implement a multi-tier security features in the applications.

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Average Salary for Python Skills in IT

For most of the IT outsourcing organizations, proficiency in Python language is considered as an additional skill for developers. Companies prefer to choose candidates who have good working skills in this programming language. Since only a few people know the importance of the Python in the IT enterprise, there is a great demand for the professionals with Python proficiency.

Average Salary for Python Skills

Source: indeed

Organizations offer different job roles for the Python developers. Based on their job roles, their job responsibilities will change. The most common job roles of the Python developers are as follows:

  • Software Developers
  • Engineer
  • Data Scientist/Data Analyst

Nowadays, the enterprise is ready to offer high compensation for the capable Python professions. Programmers with six years of working experience can receive a salary up to 30 percent higher compared to those having experience in the traditional languages.

Pay scale highlights the average salary of the professionals who have Python skills.

Average salary of the professionals who have Python skills

Based on the above figure, Software Engineers are paid with approximately Rs. 499,300, Data Scientist and Senior Software Engineer is receiving Rs. 850,000 and Rs. 828,388 as an average salary.

Reasons Why Python is more demanding in the Job Market

Python is gaining increasing acceptance among the enterprises and clients. Now the companies are smart enough to understand the power of this programming language. In addition, it is simple for them to modify their tested platforms. Hence, they are more willing to shift to Python.

The highest level of Python certification will offer a good career path for Python developers to prove their talent in this language. Many reputed training centers are available to offer high-level certification training regarding Python language, and we are one of them.

Variation in the demand, as well as supply ratio, can be one of the reasons that make more demand for Python programmers.

Python offers ambitious programmers a base foundation for their career. Ensuring training in the Python programming language guarantees that the candidates are capable of making use of this potential coding language in an efficient and exciting way. Candidates who are dreaming of having a great career in the Information Technology organization are sure to find Python fulfil their expectations. Top hiring agencies state that Python has become one of the hottest skills, which is commanding a top over conventional programming languages.

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You May also Like to read : Python: The top 10 Programming Languages of the Year 2017

Top 10 Trends in Business Analysis


Top 10 Trends in Business Analysis

According to the recent research done by senior executives, the role of Business Analyst has increased focus on business communication, value, client collaboration, and visual modelling. This is over and above the documentation and other activities of the project. In the world of business, it is a must to analyse what happened in the previous years and to make predictions for the forthcoming years. This practice is common in the business analysis area too.

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What are the top 10 trends in Business Analysis?

Here in this article, we summarized the top ten trends in Business Analysis:

1. Enhanced from the Traditional Project Manager to Business Analyst:

In early times, the Business Analyst involved in gathering and managing project requirements and the Project Manager involved in managing time, scope and budget of a project. Besides to these responsibilities, the roles of the project manager and business analyst are increased with strategically oriented duties. Today, the organizations have begun to understand that they have to make sure the benefit and value of the project they deliver to succeed in this competitive world. Since the organizations are showing more interest in using professionals to support them acquiring and proving the raised value. This includes some new roles, which requires something more than the traditional project manager and business analyst roles.

Project Managers are required to focus on ensuring the value and benefit of the business case as well as program charter. In addition, they need to align the projects to the planned creation of the enterprise. BM is focused on enabling the understanding of the real requirement of a business to provide the raised value and benefit to the organization as well as its clients.

2. Utilizing Tablet Tools for Business Analysis:

Business Analysts begin to utilize the features of tablets including functionality, visual power, and portability to work, especially, to gain client interactions. Drawing, writing and creating models using a tablet will increase the visualization as well as decision-making. Since the tablets are more flexible to use for the Business analyst roles, it is possible to get the exact details immediately. Due to the increased usability of education tools, analysis tools, mapping, modeling and other application in the domain of business analysis, there will be a great demand for the software vendors.

3. Business Analysis – A greater benefit  on IT Investment:

Organization likes to apply the business analysis discipline before capitalizing in enterprise-wide solution to guarantee the exact solution. They also believe that changing the process instead of customizing software can offer greater value to their business. They understand that business analysis can determine the right software for their organization by evaluating the requirements. Business Analysts also guarantees that the process of organizations is aligned with the best practice of the business to enhance the positive results.

4. Decision Makers accepted the importance of Business Analysis:

Based on the new research, a large number of stakeholders like decision-makers, sponsors and executives are realizing that the business analysis is essential to attain a successful project. It is actually good for those who have great experience in business analysis roles. The senior stakeholders find that educated decision makers can ensure the greatest level of support and consideration for their requirement process. The business analysts today are also showing more interest in obtaining business analysis training to excel in their career.

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5. Focusing on Communicating rather than Documenting:

The recent trend requires the business analyst should do something more than just taking orders for requirements. That means there is a role shift from low-end work like writing as well as handling text-based documents to the high-value work like handling online repositories, visual modeling, and real-time association tools. At these times, organizations include geographically dispersed virtual teams; hence, they are searching the way for changing the mode of teams’ work. This situation makes them invest in the modeling tools. With the modeling tools, the business analysts will need to spend more time on collaborating with stakeholders in order to obtain the right requirements instead of just filling the templates.

6. Building a better Business Case to Avoid Failure:

The role of the Business Analyst will be to support and safeguard organizations from getting into problems due to their affinity to prepare a business case, which is inaccurate, biased and superficial. An accurate business case will convey the entire story to the executives. Smart organizations are well aware that benefit of avoiding a worst project can cover the budget of their business analysis for the year.

7. Proving the Value via Business Relationship Management:

Generally, executives show more interest in obtaining the best result from their projects and programs. This is the main reason for the rising popularity of Agile. It is a new trend, which supports to guarantee that the value achieved is the appearance of the role of Business Relationship Manager (BRM). BRM is someone more than the connector between the IT and business. The responsibility of a BRM includes forming a feedback loop of actual benefits obtained from the enterprise to the predicted welfares in the business case.

8. Larger Enterprises promise opportunities for Business Analysts:

From the year 2016, more and more organizations are determining that integrating the role of the business analyst including junior analysts, senior analysts, enterprise architects and enterprise analysts within the business will ensure the success of the business. The organizations reward the business knowledge of the Business Analysts.

9. Greater Understanding of Opportunities:

Candidates have been realized that the companies are looking for people who can able to utilize their knowledge in understanding project objectives and business initiatives within the organization. They are enhancing their knowledge by enrolling some business analysis training courses.

10. The Requirement of Management gets Cultured:

The technology has changed many things. Documents of the organizations are shared and managed via web-based portals like SharePoint, which allow for effortless access, review as well as feedback. In addition, these portals allow collecting and managing the requirements for better quality control and trace-ability. Even the small, as well as medium range companies, can enjoy the advantages of these web-based portals due to their scalability feature.

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You May also Like to read : Top 10 Business Analyst Questions to crack BA Interview

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6 Reasons for a Web Developer to Learn AngularJS

Java and AngularJS’s skill could mean the difference between having your dream career and getting left behind. Web Developers should be volunteering for Java and AngularJS projects, which make them more valuable to their current employer and more marketable to other employers.

Why should Web Developers Learn AngularJS?


AngularJS is a popular framework, which has replaced most of the top ranking framework out there. It is an open source superhero and self-motivated JavaScript Framework. The features like less coding and effective time-saving make this a buzzword in the world of web development. The Angular JS is written in JavaScript that allows applying HTML as a master language. With all these benefits, it is worth for web developers to start AngularJS and Java learning today.

If you are still not convinced, the following are the effective benefits of AngularJS, which impresses the web developers to learn AngularJS.

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1. AngularJS Manages Dependencies:

AngularJS performs quite well in terms of dependency injection. With the support of libraries like, RequireJS, the user can dynamically load the JavaScript whenever needed. Single Page Applications and Testing are the two major scenarios, which prove the worth of dependency injection.

In the case of testing, AngularJS allows splitting the applications into separate logical modules, which can possess dependencies on other modules. This feature can allow you to have strategic tests by carrying only the logical modules, which you’re interested in. With the dependency injection, you can able to swap the existing $HTTP service of Angular with the new $HTTP Backend mock for testing. This facilitates real unit testing, which does not trust on services to render. It also allows the end-to-end testing as well.

Single Page Applications utilize dynamic loading in order to offer a native application experience from a web-based application. These applications can enhance rapidly with plenty of dependencies on a wide range of modules and services. Angular present what you need to manage the object’s lifetime for you. With the excellent dependency handling, there is no need to depend on un-maintainable main() to execute the code. It reduces the backend server burden largely that make the applications faster and lighter. The following image shows an overview of dependency injection:

principle-of-agileImage source:

2. AngularJS Provides an Absolute Client Interface:

This framework utilizes HTML to describe the client interface application. HTML (Hyper Text Markup Language) is a descriptive language that is less complex and more natural when compared with describing the client interface procedurally in JavaScript.  You can have countless of UI engineer when the interface is characterized in HTML.

HTML is mainly used to focus on the application execution. If you want to get rid of conventional coding and like to describe what you want, it is best to deal with Angular.

3. High Performance:

Robust, easy maintenance, effectiveness to integrate with new features, ease of access and intuitive features are some of the benefits, which makes the JavaScript framework most popular choice among the web developers across the world. There is no doubt that every developer wants to reduce the amount of time that makes him or her spend on the debugging code crisis. At the same time, they are searching for the methods to perform minor modifications with extra convenience and ease access. AngularJS is the framework that offers these for the web developers. It requires minimum maintenance; since, it comes with advanced features like Routing, Form Validation, API client, Filters, scope management, I18N, data binding, animations and directives to create it most simple as well as fast to make web applications.

When it comes to choosing a platform for building an application, the web developers should consider some common factors. They are as follows:

  • Does it integrate a new feature into the available application?  
  • Does the available application support the feature or obstruct with it?

Angular JS can ensure the effective building of new features with the existing platform and the entire support of the JavaScript framework for each stage.

Checkout our detailed Course Content for AngularJS

4. Filters offer Flexibility:

As we all know, Filters are standalone functions like directives which are responsible for filtering the data prior it touches the view. Filters are generally separate from the application and include in processes like implementing pagination, text string reversing and arranging decimal places on the numbers. Developers utilize filters in controllers, services, view templates and directives. They are flexible as well as resourceful, which can even categorize the HTML table without using any JavaScript.

5. Reduced Line Coding:

Every Web Developer looks for different ways to reduce the size of codes. With Angular JS, there is no need to compose MVC pipeline. With the HTML, the information models are simpler to develop without using getter and setter. In addition, there is no essential to place details into the standpoint physically, which is popularly known as information tying. The channels allow you to handle details on the standpoint level without altering the controllers.

6. AngularJS Facilitates Immensely to Parallel Development:

The major problem a Web Developer encountered in the earlier project was depending on each other. Of course, with the support of JavaScript, it is possible to use patterns, which allows it modular. However, the Angular JS brings it to the next level. It does not mean that AngularJS completely removes dependencies; however, it makes them simpler to handle. A massive grid present in the application allows you to drive plenty of key operations. With Angular JS, the developers can independently code and test the own services without stepping into other services as often.

Still wondering if AngularJS is the best choice for you? Don’t trust anyone. Be the Judge. Watch a free Demo and decide for yourself if AngularJS is the way to go for you.

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You May also Like to read : What’s new in AngularJS 2?

IT professionals/experts believe that Java EE has a bright future

career opportunities

In the annual popularity contest organized by TIOBE, a Netherlands-based provider of software quality assessment services, Java came a close second among the languages used in GitHub. The language, in spite of turning 20, is going strong with its popularity growing by 5.94% last year. There is no doubt that Java as technology is here to stay. Its presence is in demand so much that it is currently the #1 in the enterprise backend domain and seeing mammoth growth in mobile application development.

Delving further, let’s see how the enterprise edition of Java fares in the IT job market along with AngularJS. Let’s dig a little deeper into each of them and understand their job prospects.

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Sunny Forecast for Java JEE

While answering to a Java EE oriented question on Quora, a fair number of IT professionals/experts believe that Java EE has a bright future and is least likely to become obsolete in the next couple of years as Java EE has become the standard on which many enterprise deployments are built. They are also predicting that Java EE will continue to evolve by amalgamating with other technologies, features and languages.

J2EE will continue its pursuit of becoming stronger with the introduction of frameworks like Spring, Struts etc., along with the fact that Java is open source with numerous communities that allows it to solve enterprise-level issues.

Some even consider J2EE to be the holy grail of enterprise development. ‘Holy grail’ may sound like a stretch to some; however, the proposed release of EE 8 in 2017 only suggests that J2EE is moving forward.

Amidst the rumors that J2EE is declining, Oracle has decided to go ahead with Java EE8, showing that they are all set for the future. During the keynote speech at JavaOne 2016, Oracle did announce that they will be changing their focus and modernize enterprise development by adding support for virtualization and microservices.

When looking for a job in IT sector, you usually find out how the technology as such is doing, the rate of implementation in the real world and how much the skilled professionals are paid. Let’s look at these factors and decide if Java EE is worth spending time and money on it.

        java-ee-jobImage: Java EE-job trends

Some might argue that Java is on the decline and the above graph seems to be supporting this as well. However, the actual scenario is evident on looking closely and comparing the percentage of job postings and the percentage of job seekers for Java EE found on Indeed, a popular job portal in the U.S. The ratio or the gap between the number of job openings and number of readily available skilled professionals is huge.

Java Jobseeker

Image: java-jobseeker

ItJobsUK, a popular job portal in U.K has also reported gradual yet steady growth for Java EE related jobs. There is a definite growth in the demand for Java EE and related jobs year-on-year.


Image: java-jobtrends-itjobsuk

Considering the above interpretation, it is clear that there is still a big demand for Java/ Java EE skill.

The hiring trends or the job trends changes rapidly. One needs to understand that with so many languages and frameworks out there one cannot expect a smooth sailing or that perfect graph when it comes to job openings, as new technologies are often introduced and tested.

Java EE Salary Trends:

The salary aspect is the next crucial factor when it comes to deciding a job or a career. According to the 2015 Salary Survey by Dice, a technology company that provides specialized insights, the salary for Java/J2EE skills was 109,245 USD per annum and in 2013, the salary for the same skill was 96,955 USD per annum. Now, you might wonder why we are comparing old numbers here; this is just to prove that the remuneration for Java skill is on the rise and the expected pay package for this skill in 2017 guarantees to be on the high as well.

Let’s look at the latest numbers from Indeed. You can see that the salary is estimated to be 107,000 USD per annum.


Image: java-salary

Keeping the numbers aside, the below salary trend graph from ITJobsUK portal shows a steady and positive growth. This graph indicates that this growth is not a temporary phase.

Now that we know how Java EE skill fares in the IT job market, let’s see how the job prospects are for AngularJS.

 Course Content for Java JEE AngularJS

AngularJS – One of the Hottest JavaScript Framework:

When it comes to JavaScript frameworks, Angular is definitely one of hottest and widely used framework. AngularJS is best known for developing Single page applications and considered to offer lucrative jobs. Considering its huge demand, positive forecast and awesome features, AngularJS has become the future of enterprise web application.

With features like two-way data binding, Dependency Injection, Directives etc., big support from Google and the ever-growing community, AngularJS has become the top choice for data-driven enterprise applications.

As a framework, AngularJS is great but how does it translate to the job market?

AngularJS Job Trends:

The job trends graph for AngularJS from IT JobsUK is spectacular. The percentage of AngularJS job postings goes up so smoothly, if I might add, beautifully over the years.


Image: java-salary-trend

The IT job trends predict that 2017 will be a great year for freelancers. Meaning, full time/ permanent and contract aren’t the only who can land well-paid AngularJS jobs. According to a study by Upwork Skill Index, freelancers are in demand and AngularJS is one of the top 20 skills that grew fastest in Q2 2016. On an interesting note, in this study, it was also found that development skills in mobile development and user experience design accounted for one-third of these fastest-growing skills.

Let’s see what Google Trends have to say about AngularJS job trends.


Image: angularjs-itjobsuk

From the graph, it is clear that the job trends for AngularJS had reached its crest in 2016 and predicted to have an upward momentum.

AngularJS Salary Trends:

Making similar comparison like that of Java EE, according to the 2015 Salary Survey by Dice, the salary for AngularJS skills was 109,542 USD per annum and in 2013 it was 101,208 USD per annum.

However, Indeed job portal gives a different number of 105,000 USD per annum as of Jan 2017. Still, the difference is not too large.


Image: Angular-google-trend

On the other hand, the salary trend from ITJobsUK portal appears to be steady, meaning, the need for AngularJS skills is not short lived.


Image: angular-salary

Now that we have an in-depth insight of the individual job prospects of Java EE and AngularJS, it is essential to know how these two skills go hand-in-hand and how it can benefit your career.

Learn how to Get trained and Certified in Java EE AngularJS

AngularJS & Java EE:

Let look at why you should consider combining AngularJS and Java EE skills together:

  • Kick start your IT career.
  • Create more job opportunities.
  • Pays the highest salary in the programming sector.
  • Java is widely chosen by most of Fortune 500 companies.
  • Angular is one of the hottest and in-demand JavaScript framework.
  • Organizations/employers are looking for these combined skills.
  • Combined skills get better pay package.
  • According to the latest 2017 Salary Guide for IT Professionals, Java skills provide up to 8 percent increase in their salary.
  • The same guide also indicates that senior Web developers will draw salaries ranging from $116,250 to $161,000, and Front-end Web developers will see the largest hike in salaries of 6.2 percent increase in their pay package.


Image: angularjs-salary-trend

Looking at their job trends together, we can observe that the current growth/skill requirement seems to be concurrent. This goes well with the fact that employers are looking for professionals with these combined skills.

And, what about the salary? Does this combined skill make a difference?

 Yes, it does!

These combines skill will definitely provide bigger remuneration than the individual skills in the long run, as the demand for these combined skills is only bound to increase. The salary trends of these combined skills from Indeed also supports this.

So, what kind of job titles requires both these skills? Well, the job postings on Indeed can give you a clear picture on this.

Job Profiles that Require Both AngularJS and Java EE Skills:

  • Java Developer
  • Full Stack Developer
  • Senior Software Engineer
  • Web Developer
  • JavaScript Developer
  • Full-Stack Java Engineer
  • Big Data Technical Lead
  • Technical Success Principal
  • Software UI Engineer

The popularity of AngularJS has led to widespread usage across the globe and Java seems to be an immortal in the IT sectors, making both these skills a great match. The demand for these combined skills needs and smart professional must leverage this trend in order to take advantage of the market demands.

You May also Like to read : What a Business Analyst needs to know at the start of the project


Python: The top 10 Programming Languages of the Year 2017

Python is among the top 10 in Demand programming language of 2017

Python is a general utility programming language that is used for general purpose programming. The core design of Python focuses on simplicity in coding, using better code readability for faster learning by users. Even though it is aimed at beginners in the programming field, it is also heavily used and preferred by professional coders as well. Since it is so easy to learn, is used a lot of educational institutions to teach coding. It beats out Java by a mile in terms of ease of learning. Python is so popular that globally famous organizations such as NASA (Space Agency, USA), PBS (Broadcasting Company, USA) and Reddit, the online forum all use Python for their respective websites.

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Why Learn Python?

The unique selling proposition of Python is that it is a general-purpose language. Python can be used to build almost anything ranging from games to productivity tools and a whole lot more. This can be made easier with the right tools/libraries.

Python is most suitable for data analysis, scientific computing, backend web development and artificial intelligence. Developers have also been known to use Python for desktop apps and games and so on. Given below are the set of attributes that explain why Python is popular with developers across the world.

1. Beginner Friendly:

The use of python is an incentive in itself since not only is it easy to understand but it is also really fun to use. It is possible to build tools and prototypes rapidly in python with most developers finding coding in python a gratifying exercise. Therefore, Python being simple and fun to use makes it the bet coding tool for beginners beating out Java as the most chosen introductory language at learning institutes.

2. Easily Understandable:

Even though Python is a high-level language it reads like English! This is very helpful for coding aspirants who might find it stressful to cope with learning the coding syntax. This frees up the beginner to concentrate on picking up programming concepts rather than getting caught in the minutia of coding.

3. High Flexibility:

In Python, the rules on how to build features are not too restrictive in nature and this gives it added flexibility in feature building.  While using Python you will have a higher level of flexibility in solving problems as well.  Another unique feature of Python is that compiling a program is easy and possible even with error (only until one comes across the buggy part).

4. Selective Scalability Issues:

The scalability of Python is a complex issue with scaling being possible in Python while making the code runtime attain reasonable scaling. Scaling is possible if you add more CPUs to resolve the scaling issue.

In actuality, Python is not scalable due to its restricted ability for multitasking. What compounds the non-scalability issue is the host of interfaces and add-ons from different lower level languages to itself (Python). Another factor is the use of other existing compiler technologies.

5. Python Maintenance Challenges:

A dynamic programming language is one in which common programming commands are executed during run-time itself as opposed to static programming wherein programming commands are executed only during compilation. This also means that the Python app will present more challenges in terms of complexity in tracking errors in coding and fixing them. This further means that a coder will require greater levels of experience and insight to design code and to write unit tests and smooth over maintainability.

6. Python Speed Issues:

The other challenge of Python being a dynamically typed language is that it is overly flexible. This means that referencing will consume a lot of time (to find the definition of something) which leads to performance slowdown.

The solution to this problem comes in the form of alternatives such as PyPy which is a faster implementation of Python. Now, even though this implementation is not as speedy as java, it still makes a dent in the performance slowdown and speeds up the whole process.

7. Massive Community Support:

Another great feature of Python is the supportive developer community which reaches out to anyone who needs help with their coding tasks. This is essential in the Programming world. It goes without saying that the bigger an online community gets, the more chances one stands of receiving a prompt reply to their coding challenge. This helps a lot in easing into the process of development.

8. Career Opportunities for Python:

The beginning of 2016 saw Python host an impressive set of statistics about careers int its programming language. The global job portal has said that Python has been in the top slot of companies looking to hire programmers beating out HTML?CSS Java and Frontend by a mile. Around 40% of professional either choose or already have chosen Python as the weapon of choice for programming in most applications

Another established global job portal has shown that around 43,000 jobs in the USA have been taken up by Python professionals raking in anywhere from $70,000 to $115,000 per year as salary.

The most popular Python Job Profiles include that of Research Analyst, Data Analyst, Data Scientist, Software Developer and more depending on the level of experience and the domain it is established in.

Angel List, which is an online hub for start-ups has said that Python is, in fact, the second most wanted skill in the market and ha the highest salary that is offered.

Python can be readily integrated into web applications to execute tasks that need machine learning. This means that along with the boom in Big Data, Python Developers are now in high demand as data scientists and data analysts and other synonymous designations.

 Learn Python from Experts

9. Open Extensibility of Python:

Programming languages don’t depend on the core language alone but on several occasion will need to reuse entire blocks of generic code to suit larger patches of complex code to execute much more complicated functions. Therefore a programming language will also need to have a ready database of code that is ready to be used or fit into existing programs so that the programmers don’t have to write repetitive lines of code and can focus on the entire coding task as a whole and not on the less important generic and repetitive pieces of code. There is something called a library module within a coding language which are used by programmers to accomplish a generic or common task. A library module is a set of instructions to carry out certain related tasks.
This is where Python stands out by having a massive standard library which is actually built into the core language. This is also paired with a host of other inter-related third party modules.

10. Cross-platform Access

Python is a language that can be used irrespective of the platform is works on, be it MAC OS X, Microsoft Windows, Linux or several other operating systems and a host of other devices.

Python Anywhere is also a unique feature where Python can be had as a service through websites.

This is an especially useful feature when dealing with educational viewpoints of language usage, where students, teachers and other people from educational institutes can use Python for learning and instruction. Using Python, users can just point their browser at a website of interest and be presented with a completely functional Python Development environment without needing installation any third party software.

This “tunability” extends far beyond by it being able to run on devices such as Raspberry Pi which is a small form device. It is also able to run on microcontrollers which are nothing but tiny low-powered chips which are designed to run in embedded appliances.

The Road Ahead for Python

It is remarkable that Python has now been ranked as the fourth most popular programming language out of a hundred existing programming languages by the TIOBE index. The TIOBE index is a measure of a popularity of software’s based on data from search engines such as Google, Yahoo, Bing and a whole lot more.

Web application framework such as Ruby on Rails and Node.js is seeing a meteoric rise in use and application in the current market scenario. This has led to Python being chosen as the primary prototyping language for backend web development in a lesser amount than before. But this is being counteracted by the rise of Big Data and the fact that it is easy to integrate Python into Big Data.

The open source aspect of Python keeps itself relevant to open source code enthusiasts by maintaining regular updates and introducing new versions of Python in a timely manner.

Another interesting statistic about Python is that all the said features of Python have seen a marked rise in the interest of new professionals to take up programming. A leading global survey firm has found that the number of people interested in learning Python has grown by 22.1% in 2015 alone!

 Check out our Structured Course for Python

Reasons why SAP HANA is the Best Career move

SAP HANA is the Best Career move

With the development of digital technology, today’s world becomes more creative and dazzling. The development of future technologies and systems leads to the digital world improvisation and enhancement of its database. The key factors, which constitute the enhancement in the digital world, are minimizing the time required to transform the entire prototype to a product, implementing portability and regulating the components utilized. In addition, these factors influenced in the standard growth in the mobile industries.

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Enhancing Digital World

Enhancing Digital World

Our digital world is obscured with huge interface, databases as well as high-end applications. There is no doubt that this is very difficult to sustain such a globalized environment. Improvising in the digital world probably depends on the progress in the processing architecture and capability of its interfaces and database. Similar to other technologies, portability and speed are considered as the main factor for the success of this technology. Today’s world requires these features in every product, which are resulted from the IT industry. Continue reading Reasons why SAP HANA is the Best Career move

What’s new in AngularJS 2?

Angularjs-2 Certification Training

Angular JS, a modern front-end framework, which is designed for creating SPA (Single Page Application) rapidly. Angular 2 includes some advanced features than the Angular 1. Angular 2 is a dynamic and innovative update from the Angular 1 framework. This version comes with an improved performance and it can run faster than its previous version. Angular JS 2 application will have a major focus to create mobile applications. This framework mainly targets the modern browsers and ES6. When compared to Angular 1, Angular 2 is simpler to access.

Controllers and scope inheritance are the major things that make the developers insane. There are no more controllers and scope inheritance in Angular 2; hence, it is easier to understand the directives API. Angular 2 comes with the elimination of more than 30 directives, which are not required any more. It simplifies the approach of consuming directives. If you are considering a Java training, and then it is essential to learn what the new things in Angular 2 are.

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The following are some of the new features in the Angular 2:


As like Ruby language, Angular 2 and Typescript are very pleasure to learn. The typescript is nothing but a Microsoft extension of the JavaScript framework, which allows the users to utilize entire ES2015 features. In addition to that, it adds powerful object-oriented and type checking features. Using features of ES205 including import, backtick, export, fat arrow and for loops and the typescript features like type declarations class and decorators make Angular 2 more pleasure to program.

Template & Data Binding

Templates and Data Binding worked simultaneously at the time of application development and was lacking about to dynamic loading. Angular 2 has solved this issue by allowing the developers to insert new controllers and directives. In addition, Angular 2 made the template compilation process asynchronous. Decorators, templates, and components are the important directives that are available in this new framework.

Advanced Routing Solutions

The router, which is used in the Angular 1 was designed to manage only a few cases. The latest frameworks comes with multiple features; hence requires an adequate router. Angular 2 requires the routers, which has been restricted with a perfect compilation of available features like optional convention over config, hassle free JSON-based route configuration, parameterized, static & splat route pattern, query string support, URL resolver and much more with new features such as child router and screen activator. The routers in the new framework are extensible. The following is some of the new features:

  • Use Push State
  • Navigation Model
  • Document Title Updates
  • Overpowered outlets
  • Location Service
  • History Manipulation
  • 404 Route Handling

Checkout our detailed Course Content for AngularJS

Enhanced Dependency Injection

Dependency injection is nothing but a software design config, which allows the object to pass its dependencies instead of creating them itself. It is one of the main factors, which differentiate the Angular framework from its competitors. It is most popular in terms of component isolation and modular development.


AtScript offers tools for linking metadata with its functions. This enables the object instance construction by offering the essential details to the DI library that will evaluate for associated metadata at the time of creating a class instance or calling a function. By providing an Inject annotation, overriding parameter data will be simple in Angular 2.

Child Injectors

In this latest framework, a child injector can inherit the entire service from its parent with the feature of overriding the service. Based on the requirement, it is possible to call and override various kinds of objects in various scopes.

Instance Scope

The enhanced DI library will offer instance scope control that will become more commanding when used with user own scope identifiers and child injectors.

A Mobile Toolkit

The mobile toolkit offers entire tools as well as techniques to create high-performance mobile applications using the Angular Mobile Toolkit and Angular CLI. Web applications, which built with the mobile toolkit, have the capability to load on any kinds of devices. The apps can have the benefit of the shareability, searchability, and no-installation-required features.

CLI (Command Line Interface)

The new CLI in Angular 2 can develop components, services, pipes and routes through commands. The new command line interface can develop simple test shells.


There are two types of directives in Angular 2. They are Attribute directives and structural directives.

Attribute Directives

This directive alters the behavior and appearance of the Dom element. Generally, these directives appear as traditional HTML attributes available in templates. For example, an ngModel directive that is utilized in two-way binding. The following are some other attribute directives:

  • NgStyle – According to component state, dynamic styles can be fixed by using this directive. Several inline styles can be fixed instantaneously by binding to this directive.
  • NgSwitch – If you want to show an element tree with many children, you can utilize the NgSwitch directive.
  • NGClass – this attribute directive controls the element’s appearance by appending as well as removing cascading style sheet classes dynamically.

Structural Directives

This directive changes the DOM layout by appending, removing and replacing its elements. The examples of this directive are:

  • Nglf – this directive recreates or removes a portion of DOM tree based on the expression evaluation.
  • NgFor : It is a repeater directive, which personalizes data display.

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You May also Like to read : Top 15 websites and Applications built with AngularJS

An Overview Of SAP HANA Hardware


SAP HANA is defined as a compilation of software as well as hardware prepared to process huge real-time data utilizing In-memory computing. If you want to experience the entire support of this platform, it is essential to be familiar with its hardware infrastructure. When it comes to SAP HANA SP12 training, learning about SAP HANA Hardware will support to learn the course more effectively.

SAP HANA Hardware

The SAP HANA is restricted to be installed as well as configured only by the certified partners. HP, CISCO, HITACHI, FUJITSU, DELL, and NEC are some of the leading current Hardware partners of SAP HANA. Discover SAP HANA, which can speed the implementation, drives hardware, support to entry-level systems, storage solutions and appliances are some of the major things that are included in the list.

When it comes to the hardware, there is no wonder to state that there are more than 450 certified appliances. If you want to have a deep look at the Directory of Certified SAP HANA Hardware, just click here.

In addition to these appliances, it is potential to certify some sane config with Enterprise Storage such as EMC VMAX and Violin. It is also potential to utilize any Intel server for the non-production use-cases with any config.  With these certifications, customers can enjoy fantastic flexibility. They can select the storage, vendor and networking of their own preferences. For some non-production situations, they can able to build systems that are more cost-effective. A major notable advantage is that the customer can get their production hardware appropriately provisioned. There is no doubt that incorrect hardware provision can be a costly mistake.


Ways To Scale SAP HANA

When it comes to scaling this framework into immense systems, there are two possible ways. They are scale up and scale out.

The scale-up system can build a single unit with several resources as possible. However, in the scale-out system, a number of smaller sockets are connected to a single cluster database. HANA is known as a shared architecture, hence, it is essential to have a shared storage for the purpose of data persistence.

SAP HANA need a Central Processing Unit to Random Access Memory ratio that is stable for production units. For SAP Business collection, it is fixed at 768GB per socket and for analytic use cases, it is fixed at 256GB per socket. Mainstream Intel units come with 4 to 8 sockets that mean Analytics customers can have the maximum of 2TB and Business suite customers can have the maximum of 6TB, with available hardware in a sole system.

Technical Architecture Of SAP HANA

The technical architecture of this powerful framework is very simple. The following are some of the components of the architecture:


It is based on Westmere EX platforms or Nehalem EX platform of Intel. Since HANA is an immense rack-mount unit, which includes up to 8 CPUs and 80 cores. It is a service hardware, which you can purchase off the online. For example, the DELL PowerEdge R910 along with 1TB Random Access Memory costs around $65k on their official website.

Random Access Memory

There are plenty of RAM choices matched to the CPU of HANA system. For example, twenty cores permit 256GB Random Access Memory. 1TB of RAM costs around $35k approximately.

Fast Log Storage

A preferable choice is Fusion-io ioDrive Duo, though it is very expensive. In some settings, the data and log storage are shared. The latest release of Log storage is Fusion-io ioDrive 2, which is less expensive and faster when compared to ioDrive.

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Data Storage

It is sized to 4x RAM. When compared to other certified single-node config, this is the cheapest SAS direct storage. With this data storage, it is possible to power down the utilizations and perform tasks like backups. 1TB storage system costs around $15 to 20 K. when it comes to multi-node config, it utilizes some sort of shared storage system.

Note that in addition to the budget of hardware, you need to consider the cost of installation service and support contract for the pre-built system, which is offered by the certified partners of SAP HANA.

Hardware Vendors Of HANA

Several different hardware vendors are offering the service on SAP HANA systems. Mostly all the vendors offer great services. The main difference among the partners can appear in the implementation quality offered by the service professionals. Keep in mind that poorly designed as well as maintained SAP HANA units will not function well.

If you want to use ultra-high-end use-cases, it is essential to consider specific things including better networking and SSD storage. If you want HANA appliances to perform extremely well, it is worth to build with Tailored Datacenter Integration. However, it is unnecessary for standard use-cases. In these days, SAP offers an open hardware platform hence, customers can choose the vendors from multiple choice based on their preference and requirements. Fujitsu, IBM, HP, and Dell are the recommended vendors for better performance.


You May also Like to read : Important Areas Where SAP HANA is implemented

Apache Spark with Scala / Python and Apache Storm Certification types

Apache Spark with Scala / Python and Apache Storm Certification types

Apache Spark, the general-purpose framework supports a wide range of programming languages like Scala, Python, R and Java. Hence it is common to come across the question, which language to choose for the project related to Spark. However, it is something tricky to answer this question since it depends on the use case, skillset and personal taste of the developers. The scale is the language that several developers prefer to choose. In this article, we are going to get an idea about these languages for Spark.

Most of the developers eliminate Java, though they have worked on this for long periods. This is because Java is not suitable for big data Apache Spark projects when compared to Scala and Python. It is very verbose. Even for achieving a simple goal, developers need to write several lines of codes. Of course, the introduction of Lambda expressions with Java 8 reduce this issue, but still Java is not as flexible as Scala and Python. In addition, Java doesn’t provide Read-Evaluate-Print Loop (REPL) interactive shell. This is a deal breaker for several developers. With the feature of an interactive shell, data scientists and developers can explore as well as access the dataset & archetype their application effortlessly without complete development cycle. When it comes to Big Data project, it is an essential tool.

Advantage Of Python

Python remains the preferable choice for several machine-learning algorithms. Parallel ML algorithms are included only in the Mlib and that are appropriately the distributed data set. If a developer has good proficient over Python, then they can easily develop machine-learning application.

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Python vs. Scala

Next, let us look into the comparison of Scala and Python. Both of these languages include some similar features. They are as follows:

  • Both are functional
  • Both are object oriented
  • Both include passionate support communities

Scala include some beneficial support than Python and they are listed below:

  • It is a static kind. It appears like dynamic-oriented language since it utilizes a refined sort of inference mechanism. That is, it is still possible to use the compiler to fetch the compile-time issues.
  • Scala, in general, faster than Python. In case you are looking the language for important processing logic, which is designed in your codes, then choosing Scala would offer better performance.
  • Since Spark is developed on the Scala, being an expert in Scala helps the developers to debug the source code when something doesn’t perform as they expect. When it comes to rapidly developing an open source project such as Spark, it is significantly true.
  • Using the language Scala for Spark project allows the user to use the current greatest features.
  • Most of the new features are first added to Scala and then import to Python.
  • In case the developers use Python for Spark codes, which is written in Scala, translation run between these different languages and environment. This situation might remain as the source of unwanted issues and more bugs.
  • Scala is a statically typed language that supports in finding errors earlier, even at the compile-time. However, Python is a Dynamic typed language.
  • With Scala, most of the unit test case code can be reused in the application.
  • Streaming processing includes the weakest provision in the Python. The initial streaming API of Python only supports the elementary source such as text file and text over the socket. In addition, still Python custom source not supports Kenesis and Flume. The two streaming output operation like saveAsHadoopFile() and saveAsObjectFile() are not existing in the today’s Python.

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Introduction To Strom

Apache Strom is an open source and distributed real-time computing system. With Strom, it is easy to perform something for real-time processing as what Hadoop performed for batch processing. It is effortless to perform the reliable process of unbounded data streams. Strom is absolutely free and simple. It can be utilized with any type of programming language. It is a fault-tolerant, scalable and ensures that the data will be functioning efficiently. In addition, it is very simple to set up as well as operate.

Strom includes several use cases. Here is the list of some of the use cases:

  • Online machine learning
  • Real-time analytics
  • ETL
  • Distributed RPC
  • Continuous computation

About Apache Strom Certification

Most of the Apache Strom certification course comes with video-based training. The focus of the course would be to teach real-time processing of the unbounded streams of data. Since it is an open source real-time computing system, it mainly focuses on real-time analytics.

The main aim of this course is teaching the Big Data world concepts, Analytics sorts, Batch Analysis and advantages of Strom for the real-time Big Data Analytics. With the Strom certification, the candidates can have an exposure to a wide range of real-world projects related to Data Analytics.

Apache Spark With Scala / Python And Apache Storm Certification Types

The two kinds of certifications for the Spark with Python / Scala and Storm are

  • CCA500 – Cloudera Certified Administrator for Apache Hadoop
  • CCA175 – Cloudera CCA Spark & Hadoop Developer Exam

The training companies provide an efficient training program that will be useful in preparing for Apache Spark with Scala / Python and Apache Hadoop certification types. With these certifications, candidates will be proficient in the essential skills like Machine Learning Programming, Spark Streaming, Shell Scripting Spark, GraphX Programming and Spark SQL.


Apache Spark Course Details

You May also Like to read : All you wanted to know about Apache Spark and Scala