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Engaging with AI And Machine Learning Frameworks

Mohit Chaudhary
July 31, 2020
8 min read
Engaging with AI And Machine Learning Frameworks

What is Artificial Intelligence (AI)? How is it different from Machine Learning?’ As we have seen in most of the sci-fi movies, Artificial Intelligence is not confined to robotics. On the contrary, it has a wide spectrum and machine learning is a part of it. Even though machine learning is an integral part of AI, […]

What is Artificial Intelligence (AI)? How is it different from Machine Learning?’ As we have seen in most of the sci-fi movies, Artificial Intelligence is not confined to robotics. On the contrary, it has a wide spectrum and machine learning is a part of it. Even though machine learning is an integral part of AI, it has a separate identity of its own. In today’s digitized world, where the internet is one of the most important technologies and is used as one too, Artificial Intelligence is a significant leap towards challenging the potential of web development. Artificial Intelligence is simply a system that’s intelligent enough to react to external stimuli, remotely like a human being. If we think about this very definition, we’ll now have in our minds, a variety of products in the form of software and mobile applications that have AI integrated into their program.

Machine learning, on the other hand, is the process to make a particular system expert in a stipulated field with the help of a designated algorithm. Suppose there is a computer system and a developer wants it to recognize his dog. For that, he’ll install an algorithm having details about different breeds, feeding with it, and photos of different dogs from different angles. Now, the computer can recognize his user’s dog using his camera, but if he brings a cat in front of it, he fails miserably. This is where AI has leverage over machine learning. AI is different than just making a system mug up a piece of particular information. It’s like giving the system a new brain altogether. Let’s discuss some points in this respect to better understand both aspects of web development.

  • IMPORTANCE OF MACHINE LEARNING:

Although machine learning is a narrow aspect compared to AI, it has many applications both in day-to-day activities and other technical activities. If we understand the point further using a couple of examples, let’s take Google for example. Google is a company that has integrated both Artificial Intelligence and machine learning technologies. Speaking about the former, Google Translate is a prominent example of Google Engaging with Machine LearningBefore google translate came to light, it was just a thought that any application could understand a foreign language and translate it into one’s native language. But Google Translate not only met this challenge but also came up with a technology that could understand the style of written text and reply to it according to the user’s command. Not only Google Translate there are many applications like handwriting recognition software.

  • How is Artificial Intelligence shaping the future?

Now that we’ve come down to Artificial Intelligence let’s take a look at its latest trends. Let’s take the cell phone manufacturing company Apple for instance. It surely makes one of the best technologically advanced smartphones. An iPhone, its voice assistant Siri is a beautiful example of AI. iPhone was the first smartphone with a voice assistant and that too inbuilt in its software. So the real question here is, ‘What came into Steve Jobs that he came up with such an idea?’ Having a smartphone with a voice assistant was the need of the demography back then, not was it a perpetual issue. So what was it? I was the curiosity of a human being to explore the depth of present-day technology. As soon as the internet was invented, people witnessed that they could do so much with their capabilities and now with the internet at their disposal, they can achieve anything they want. This very motivation fueled up the idea of web development which gradually led us to create bionic equipment, humanoid robots, drones, and much more.

Artificial intelligence not only eased the process of web development but promoted breakthrough projects like Google Brain. Google Brain is a deep-learning artificial intelligence research team formed in the 2010s with the sole purpose of enhancing present-day technology and solving current technological setbacks. One of the most interesting projects of Google Brain was the Artificial-intelligence-devised encryption system. Under this project, Google Brain ran a couple of experiments that involved two sets of AIs who would devise their own cryptographic algorithms to protect their communications from another AI. The catch in this scenario was that they weren’t given specific instructions about the encryption of their messages. This breakthrough is yet to be confirmed but we can fathom the fact that artificial intelligence is shaping the future in a way that we can never imagine. And humans are Engaging with AI and Machine Learning frameworks now more than ever.

This shows our progressive nature and throws light on our dynamic thought process which makes us adaptive to the changing environment. If we take a closer look at it, both technology and humans are approaching the future together and that’s because of the curiosity we were born with.

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TOP 10 Web Application Development Trends to Look in 2023

Mohit Chaudhary
June 18, 2020
8 min read
TOP 10 Web Application Development Trends to Look in 2023

Web development is the process of adding up to the traditional way of using the internet. As we all know, the Internet is one of the greatest technologies ever created, and its use of it has been conventional and stagnant for a long period. Web development is a systematic approach devised to enhance the traditional […]

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If we consider today’s scenario, using the internet has many purposes like interacting with other people translating a particular dialogue, catching a Pokemon in augmented reality, or playing your favorite game in virtual reality. Everything is gradually evolving to become susceptive to change and contribute to digitization altogether. These purposes are only fulfilled because of the progress of web development. If we recall the olden days when the internet was a privilege, limited to some, we will understand how far we’ve come. From sharing news, we’re now talking to chatbots just to feel connected in some way. Let’s talk about some trending web development applications at present that are set to challenge the limitations we’re facing today and change the way we will look at things in the future:

  • Progressive Web Applications (PWA): Progressive web applications are nothing but websites that tend to function like typical mobile applications. PWAs may sound intimidating but they require a stern integration of multiple technologies like application shell architecture for faster loading time, Transport Level Security (TLS) to enhance privacy and data integrity, service worker for offline support, and web app manifest file for home screen access. It won’t be wrong to say that PWAs have significant leverage over traditional web apps. But this analogy shows no decline on the part of the usage of traditional apps, on the contrary, it shows the receptive nature of the users and how they’re adapting themselves to the pace of the world.
  • Push Technology: Push technology: Push technology or server push has gifted mankind ‘push notifications’ in the form of a one-stop solution for customer satisfaction using an effective communication medium. A medium that serves additional information about a web page or app. This transaction is initiated by the central server or the publisher and is accepted by the client or the end user. For example, if you’ve permitted push notifications from a web application of a fashion brand, you’ll receive notifications like nearby stores that are providing a huge discount.
  • Cyber-security: You must have gotten a rough idea about this particular application of web development. Cyber-security is a set of technologies that ensure the protection of your software and electronic data from external malicious attacks in the form of network breaches.
  • Augmented Reality (AR): Augmented reality is a technology that allows the end-user to enjoy an interactive experience of the real world. Augmented Reality has many applications including military training and robotics. There are many popular games like Pokemon Go and Jurassic World Alive that have embraced AR technology to entertain more and more users.
  • Virtual Reality (VR): Virtual reality is one of the most interesting additions to web development. It is a technology that allows the end-user to experience a simulated reality that can be similar to the real world or completely different from it. Watching a movie in VR makes you feel like you’re in the scene itself. Not only that but VR can be used for educational and gaming purposes as well.
  • Browser Extensions: Browser extensions are a type of plug-in technology that helps enhance the functionality of your web browser, adding features like blocking advertisements and proofreading your text.
  • Motion User Interface: Motion design allows its users to create interactive user interfaces with the help of adequate animations that increase the viewership of the website.
  • Chatbots: Iterating with people to have a sense of human connection has been one of the most recurring needs people want with web development. That’s what gave rise to the development of applications like chatbots. These are computerized systems that are programmed to answer some of the frequently asked questions. These are very helpful for business websites.
  • Web assembly: It’s a type of code that allows a particular website or a program to boost its booting time. WebAssembly has many uses like most native home screen apps including games too. Faster loading time is what makes it one of the trending applications for 2021 and beyond.
  • Voice Search Optimizations (VEO): It’s a technology that makes the most relevant content of a webpage the foremost answer to the voice command of the user. Many companies like Google are following this technology trend. VEO is gaining a significant amount of popularity as a web application development.

These are some of the few web application development trends that are likely to grow, even in the coming year and the future as well.

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