Technology

Technology has changed how things used to work. If we compare these times with our past we will realize that how much have things been changed. Technology allows us to live the best life. It enables us to do things smartly which also saves time. There is a range of things that are now made possible for us, thanks to technology.

While talking about all the latest technologies how can we miss one of the greatest technologies there is. “The Mobile applications”. Literally, there is a lot that we can do and achieve by using this technology. You can order food online, make online banking transactions, and even order shipments from another country. The hybrid app development services have made it all possible.

It will not be wrong to say that mobile phones have been one of the greatest technologies to date. All the things that were known to be entirely impossible to achieve are now easily doable. The fact that mobile applications are very much popular these days shows us the importance they have in people’s lives. Having a phone in these times has become a need. The sense of relief from so many things that it provides is just a good sensation to have.

Understanding The Concept Of Mobile Application

Any software that can be easily run on any mobile device is a mobile application. It has so many features that a user can use for his benefit. There are multiple types of mobile applications and each has its own functionality. Just because of the mobile applications people stopped using their PC for the tasks. A mobile phone can offer you so many things. It has storage, it is fast, it is small and convenient.

A mobile application allows you to perform one task at a time. This has made things simple and the users utilize it for their benefit. Like in the PC multitasking can be done but here only one task can run at a time. However, this has made the working even better for the mobile phones and overall efficiency has also increased.

You can have a phone with you all the time and you will nothing. Is it a phone that assists in your life or are those the mobile application? Surely without mobile applications, a phone will do you no good. It will allow you to call, but that can be also be done with a landline. Mobile applications expand the actions and the results that we get are always on point.

Native Apps And Web Apps

There are two categories in which we can break down an app. Both of them are mentioned right below.

Native Applications

The native applications are always made for the particular platform that can be Android, iOS, etc. Usually, they are more user-friendly and enjoy the best performance. The development process of a native mobile application is conducted with an extra eye for detail. A lot of stuff has to be kept in mind when you make a mobile application. If all the stages are dealt with correctly then the end result always comes out to be satisfying.

Web Applications

They are made in HTML5 and CSS. They always need much less space on the phone as they run in the browser. The progressive web apps are the example to be noted here. It is essential to have a stable internet connection if you are using the web app.

Different Types Of Mobile Applications

We have many mobile applications installed on our phones and each one of them lies under any particular type. There are different types of mobile applications there which we are going to discuss with a brief introduction.

· The Gaming Mobile Applications

The gaming mobile applications are one of the most popular out there. The quality is literally outclassing that is why the games that are being played on mobile phones are just exceptional. Furthermore, the feature of online gaming has made things even more fun.

· The Productivity Mobile Applications

They allow you to manage the small businesses so that you can make sure the productivity is boosted up. A lot of people use these apps to track their business’s efficiency.

The Entertainment Mobile Applications

These applications can contain streaming services and social media apps. For example, Netflix, Amazon, Facebook, and Instagram lie under this umbrella. A person can enjoy on his phone after having a long tiring day.

Conclusion

The hybrid app development services are contributing a lot to this industry. You can even get your customized moil app built. There are a lot of mobile app development companies that can help you to make your application. The amount of money that they charge to make it is insane. It is because the process is very lengthy and tough. not everyone is entrusted with this job. You have to be a professional with proven work experience and only then you can be able to do the job.

A testing framework contributes to being the set of rules and guidelines used for designing and creating different test cases. It is composed of the combination of various tools and practices, which are meant to assist Quality Professionals in testing effectively and efficiently. Such rules include different types of test data handling techniques, coding standards, processes, and object repositories that offer a helping hand to store different test results.

Once a framework is used for automation testing, it boosts the team’s efficiency and testing speed. Besides this, it helps in bringing an improvement in the test accuracy. In addition to this, it is useful in decreasing the lower risks and test maintenance costs.

Test automation framework comes with different benefits: reduced maintenance costs, enhanced test efficiency, code reusability, and enhanced coverage of the tests. Different types of automation testing frameworks are available in the market, including the library architecture testing framework, modular-based testing framework, linear automation framework, keyword-driven framework, data-driven framework, and hybrid testing framework.

Each of this Test automation software comes with its own set of benefits. As you go through this write-up, you will be capable of understanding the reasons to use the framework in the test automation process:

Modular-based testing framework

To implement the modular based automation testing framework, it is essential for the testers to divide a specific application under the test into different sections, functions and units where each of them gets tested in isolation. Once an application is broken into different modules, it is followed by the creation of a test script for every part, after which it is combined to the creation of larger tests hierarchically.

The creation of different test cases requires reduced effort, as it is possible to reuse different test scripts for various modules. Once changes are made to the specific application, the module along with the associated individual test script should be fixed.

Data-driven framework

Use of a data-driven framework is responsible for the separation of the test data from the script logic. Owing to this, the testers should store the data externally. The software tester will find themselves in a specific situation. They should test the similar function or feature of the application several times, with various data sets.

In such cases, it is essential that the test data is not hard-coded within the script. The creation of the data-driven test framework provides a suitable choice to the software tester to pass and store different input and output parameters for the scripts’ testing from different external data sources. It is possible to perform software automation testing with several data sets.

It is possible to test different scenarios faster with varying the data. It helps in the decrease of the total count of required scripts. Once a plethora of tests are executed faster, you will be capable of saving an ample amount of time.

Library Architecture testing framework

Such type of framework depends on the modular framework. As an application under the test is divided into different scripts, you need to run different tasks in the scripts, after which the function groups it. Next to this, it is recommended to recognize the similar tasks in the scripts, after which the function groups it.

Hence, the application is broken down into different objectives ultimately. The use of an architecture testing framework results in a higher modularization level. Owing to this, test scalability and test maintenance become easy, thereby reducing a burn in your pocket. Such type of framework boasts of a higher reusability degree.

Hybrid test automation framework

Such types of the automated testing framework is started to be integrated and overlapped with each other. As evident from the name, the hybrid framework contributes to being the combination of the past frameworks. It will help if you keep in mind that each application is unique.

So, the processes which are used for testing them should be different. As different teams are moved to the agile model, it is recommended to create the flexible framework for the purpose of automated testing. The hybrid framework is adapted easily to achieve efficient testing results.

Keyword-driven framework

It is necessary to execute every application under the test’s function in the keyword-driven framework laid in the form of a table, along with instructions series consecutively for every rest. The script logic and test data get separated within the keyword-driven framework.

This framework involves the storage of keywords within the external data table. Owing to this, it becomes possible for the automated testing tool to perform different tests. It would be best if you keep in mind that keywords are recognized as the script part representing the different actions executed for testing the app’s GUI.

After the setting of the table, it is a prerequisite for the tester to write the code, which will be prompting the required actions, which are based on different keywords. With the execution of the test, the test data gets read and pointed at the consecutive keyword, which runs the specific script. For the keyword-driven framework, you do not need excessive scripting knowledge. It is possible to use a single keyword across different test scripts. Hence, the code is reusable. It is possible to create different test scripts without relying on the application under the test.

Test automation framework increases the efficiency during the development and design of the automated test scripts. It allows the reuse of different codes and components. The test automation framework offers the structured development methodology that assures design uniformity across many test scripts. It is effective in decreasing the dependency on different test cases. Automation frameworks play an integral role in refining different test scopes dynamically, as per the test strategy changes. Test automation framework helps in improving different resources, thereby allowing the enhanced return on the efforts. The test automation framework assures that there is no interruption in the automation testing process.

The world has upgraded a lot. Like there is nothing left that may surprise us anymore. People have been on to the Moon and to Mars. Planning to make a civilization on Mars. Talking of the launching IoT all over the world. You just can not be expecting more right? Well, hold that thought for a second. Artificial Intelligence is the craziest invention ever. The machine learning services are being used to do some extraordinary and impossible stuff that a person had not even imagined. 

Artificial intelligence is an area of study where machines are taught to function and learn from their experience. Note that they are programmed to do the stuff, crazy right? But this is happening. Computer programs are developed using it in the way that they self-learn the data and then perform the operations based on that.   

A machine that is expected to learn things by itself is called an agent. Now, this agent has a particular environment from where it can learn the stuff, this is its experience. Like just with humans, we first observe the things while learning, and then the second time we do it the right way, why? Because the first time we observed it in the environment as then the second time we used it as our experience. The same concept is being given to the machines.

We used to see movies about it but now it is really happening in the real world. What are self-driven cars? How will they function? The same concept will be used there as well. The main goal is that the machine starts to learn things without human help. The neural network that we have is now being given to the machines. Of course, it will not be the same but even the thought of it mesmerizing.

How Does It Work?

Now for the machines to learn the stuff, the large amounts of data have to be handled the right way. There is a range of complex data sets that are utilized by the machine to make the right decision at the right time. The algorithms are designed here that help the machine to achieve the target. To check the model it has to be trained first. After it is being tested in the training the data it intakes is then used to make a prediction. These predictions are then evaluated to measure the accuracy.

If the accuracy is not as expected then it is trained again, and again, and again until the expected result is achieved. The more times it is trained the more experience it gains and then uses in the real world.

The Various Types!

Machine learning is mainly divided into three types. All of them are briefly mentioned right below.

·         THE SUPERVISED LEARNING

Here the model is trained in a similar way just like a coach train his players. It means that the machines here learn under the umbrella of the known data. It is also fed into the machine. Once all of the known data is fed into the machine, you can try to enter the unknown data. The way the model responds to that new data is noticed with an extra eye for detail here.

·         THE UNSUPERVISED LEARNING

In this case, the model is not trained. Here it is self-sufficient to learn the stuff on its own. There is no concept of known data here. Always the unknown data is fed into it and then the machine is trained. So here the model works with the fed data to find the patterns and the clusters so that the work can be done.

The thing in unsupervised learning is simple that it will not be labeling the data. For instance, it will not tell the machine that what are oranges and what are the mangoes but it will be differentiating them. This is how the model learns in the case.

·         THE REINFORCEMENT LEARNING

Here multiple trials happen with the machine and it predicts all the results. If the result is not right the machine works to make it right the next time. This is how the model does the self-learning.

Conclusion

The machine learning services are being in the full swing of the world right now. The reason for its fame is simple. Machine learning is able to process large and complex data. It provides instant solutions to complex problems making things easier for us subsequently. We all use Google, it is one of the most famous examples of artificial intelligence. It recommends you the things that you mostly search, here it is learned from the experience like mentioned earlier. If you visit any place with your location on google starts recommending you the nearby places. How is it happening? It is all Artificial intelligence. Machine learning is being increased in the world because of all its extra efficient applications.