Tag Archives: Web development


Machine Learning in Web Development

Machine Learning in Web Development

As a type of artificial intelligence (AI), machine learning uses algorithms to make computers learn without being openly programmed. It is a method of data analysis that automates analytical model building. The automated analytical model building makes computers find unseen insight. It also makes computer programmers change when exposed to new data. At present, machine learning is one of the newest trends in software development. Many predictors believing that machine learning will wholly transform the development process of various software including web applications. So, explore this article and know more about impact of machine learning in web development.


Most of the organizations use data mining to produce new information based on huge volumes of existing data. There are various websites that use specialized data mining techniques like web mining to discover patterns based on huge amount of online data. The enterprises can use machine learning as an alternative to conventional data mining. Data mining, machine learning can also identify patterns based on huge amount of data. But machine learning, unlike data mining, will change the program actions automatically based on the detected patterns.


Facebook is already using machine learning algorithm to customize newsfeed of each user. The technology used by Facebook combines predictive analytics and statistical analysis to identify patterns based on the user’s data. Also, it personalizes the newsfeed of the users based on the identified patterns. The machine learning technology identifies pattern based on the content read and posts liked by the user. Based on the identified pattern, it displays similar posts and content earlier in the feed. While developing web applications, programmers can embed similar machine learning technology to deliver personalized content and information to each user based on the user’s personal choices and preferences.


The web application developers have option to choose from several open source and commercial machine learning APIs according to their specific needs. These APIs make it easier for developers to achieve changing tasks by implementing machine learning algorithms efficiently. The web stores can also use machine learning APIs to regulate the prices of products according to current demand. The API will increase the price of the product automatically as the demand rises.


Big organizations such as Apple, Google, and Microsoft are already using machine learning algorithms to deliver smart search results to each user. While developing ecommerce applications, the programmers can use machine learning algorithm to help customers find products faster. The developers can use precise machine learning algorithm to deliver quality and relevant information to users. Also, they can use the technology to help customers select products based on their specific needs. The ecommerce portal can further use machine learning to make the customers browse through only relevant products.


Machine learning will change the way websites and web applications are developed. The developers will embed machine learning algorithm and APIs in the web applications to make them deliver customized and rich user experience. However, the impact of machine learning will differ from one web application to another. Also, the web developers have to combine various machine learning algorithms according to their precise needs.



Top 3 Websites and Why?

Now-a-days the internet is home for millions of websites around the world, but some websites are visited most frequently and they become popular websites. In this article, we have scoured the internet and we brought you the top most popular websites around the world. People use websites for improving their knowledge, development, shopping, social media, and entertainment. Major criteria for selecting top three websites include feedback received from millions of internet users, direct measurement of web traffic and scanning of public websites by web crawlers. Yahoo, Amazon, and YouTube are reported to be the top three websites of today. So, explore this topic and know about the most popular websites of today.

Yahoo! is probably one of the best search engine in the contemporary era. What makes Yahoo! extremely popular among internet users is the fact that it is perfectly made for website and search engine optimization. Since, 2013 Yahoo ranks as the most-visited website in the US. According to the new data from analytics firm ComScore, Yahoo! had more than 195 million unique visitors from desktop computers. There are so many factors in the list that made Yahoo! most popular. The web portal provides content including the latest news, current affairs, entertainment, sports, and it also gives users quick services for other Yahoo! services like “Yahoo! Finance, Yahoo! Groups, and Yahoo! Messanger” etc. Yahoo! also provides services globally in more than 20 languages. It also provides social networking services and user generated content such as, “Yahoo! Personals, Yahoo! Flick, Yahoo! Buzz”. Yahoo! also partnered with hundreds of leading content providers to present media content, news, and information. Other than that Yahoo! Inc also provides services called Yahoo! Answers, where users can ask their questions and also they can express their opinions. And also visitors, can answer others questions. It also allows the visitors to give the ratings for the best answers which automatically comes on the top. Yahoo! Also offers mobile services for emailing, instant messaging, and mobile blogging.

Let’s talk about the second most popular website:

Amazon: Amazon.com is a company that is tied up with the phenomenon called e-commerce. The founder of the company Jeff Bezos broke the rules of the book business by using the internet rather than using conventional news channels. The company has grown from a basic bookseller to a virtual Wallmart of the web selling products, which consists of a varied range of products like music CD’s, office products, toys, games, electronic goods, hardware, software, food, cookware, apparel, health products, and much more. The company has also grown at an enormous rate.

Sources of competitive advantage: Maintaining and elaborating operational efficiencies is the key to a sustainable competitive advantage of Amazon.com. The ability to offer shopping convenience, wide selection, ease of navigation, discounted pricing, and reliability of order fulfillment are all tied up directly to the company’s logistical competencies. Amazon.com also aims to ship 95% of their products on the ordered date.

Amazon.com’s market success totally depends on its ability to maintain and grow it’s customers base by knowing and serving the customers better than its competitors and providing a higher level value added differentiation in customer service. The value added services, delivery of products, quality, and reliability made amazon, the users first choice.

The third most popular website on the internet:

Youtube: The reason for the huge popularity of Youtube is because, a user can learn various things by just watching a simple video. People can choose from an unlimited number of videos available and YouTube allows registered members to post an unlimited number of videos on their website. Registering for a YouTube account is free and it will take only a few minutes. It is relatively easy to upload videos in YouTube and it is one of the major reasons for its popularity. According to a new study by Finland’s Aalto University, music is the most popular YouTube content by several measures.

Lyrics and still videos rank highly in YouTube search results and analysis by Aalto University found three primary music video types including traditional, user appropriated and derivative music videos. Qualitative and quantitative analysis of YouTube content indicates the support they receive from the audience. YouTube users are happy with music with rolling lyrics, cover versions and parodies of authenticated content. YouTube has experienced explosive years of growth and average visit times of YouTube at mobile are at 40 minutes at a session. Changing digital behaviour among youngsters is pointed as the major reason behind the popularity of YouTube.

YouTube also grows into a social network on its own and available statistics indicates that Google-owned YouTube is the second most used app in the USA with over 977 million users. YouTube permits users to make use of WebM, H.264, MPEG-4 AVC, and Adobe Flash Video technology to display a variety of user-generated and corporate video. YouTube has created a new era of history in video hosting service arena and “broadcast you” is relevant and meaningful motto of them. YouTube offers a new world of visual elegance showcased in a colourful palette to their viewers.

Final Thought:

In the ultra-competitive world of Internet, many websites have come and gone over the years. The above listed top three websites in the world have remained virtually unchanged for quite a while now.


Go Programming on the Rise
The Next Generation of Communication

Go is an open sourced programming language (notably referred to as “Golang”), that was created by Google Inc. in 2009. Go, like other programming language tools, is used to design a proper framework to communicate operating instructions to your computer. What makes Go stand out from it’s competition is it’s ability to simplify the complexities of writing programs in a very fluid way.

Why Go For Go?

At its core, Go is very user friendly. This lang is concise, expressive, readable and garbage collected, which will come in handy when dealing with concurrent programming. Go programs are fast; you can compile and run a program faster than some interpreters. Typical build times for Go programs are leaps and bounds ahead of it’s competitors due to the dependency management of large programs. Go has a clean dependency model built in the language that streamlines the experience and makes the language much more efficient.

In addition to that, “Golang” is open sourced and pulls resources from a large environment of dedicated contributors and developers within it’s community. Go programming was developed by Google to handle the mass scale of programming at the company. Google has stated that they created Go “out of a sense of frustration with the existing systems for programming”. The existing systems that are most commonly used by developers (C++ & Java) did not possess the fluidity and ease of construction that Google would have liked.

Sameer Ajimani of Google was quoted saying that “programming had become too difficult and the choice of languages was partly to blame. One had to choose either efficient compilation, efficient execution, or ease of programming; all three were not available in the same mainstream language”.

Today, people around the world from novice to professional backgrounds are starting up projects using Go. Go’s mission is to provide a tool that enhances programming language with “simple, easy to build and reliable software”.

If you are asking yourself why switch over to another language and use Go, well here are some points to consider.

  • First, statically typed languages are efficient, but typically bureaucratic and overly complex.
  • Second, dynamic languages can be easy to use, but are error prone, inefficient and break down at scale.
  • Lastly, concurrent programming can be a hassle with complex threads and security locks.

Go manages to solve a lot of these problems that stagnate the creative development process. In addition to that, Go believes in code adaptability to keep up in a fast paced environment.

Why developers turn to Go?

The developers feel that it should be a simple task to take a basic design and build upon it in a seamless and natural way. Go is an opinionated language the developers created, provides a layout that ultimately saves you from all the time you would spend working through the complexities of building program. Go aims to be simple and let the compiler do the heavy lifting, which in turn makes you a more productive programmer.

  • Go development uses the concept of a workspace, which contains the source files (src), compiled binary files (bin) and packages (pkg).
  • Every Go application is made up of packages and, using a Java reference, programs use the main package as the default.
  • Unlike PHP, Ruby, Python etc, Go is a compiled language,which means source code (the code you write) is translated into a language that your computer can understand. Therefore before you can write a Go program, you need the Go compiler installed.
  • It does’t require a resource heavy IDE to be productive, instead you can use regular IDE (like Sublime or similar)

Google’s upcoming language GO is intended to make developers easy to write programs that get the most out of multicore and networked systems. Go Programming is the most appropriate tool of choice for forward thinking projects right from application virtualization to self hosted Git services. As it stands, Go is a more enjoyable, faster and productive tool for writing programming code than any other language available. If you are looking for a way to expedite the process of programming and simplify your tasks, then look no further than Go program.