In this article, we will explore recurrent neural networks. For all the readers who are not versed with the concept of neural networks, I will recommend that you go through one of our previous articles and get a basic understanding of how a neural network works. Disclaimer – The concepts...
Protocol buffers or Protobuf, is a binary format that was created by Google to serialize structured data that is transferred among services. Before we get into what protocol buffers are, let us first look into JSON. JSON clearly has great advantages when it comes to being a data interchange format...
Data distributions lie at the heart of all the machine learning algorithms and data science techniques. A machine learning algorithm is only as good as the data it gets. Hence, it is important to fully understand the data and data distributions before we build our models. Consequently, explore and understand...
The latest version of ECMAScript introduced three new logical assignment operators: nullish, AND, and OR operators. These are supported from Firefox 79 onwards, Chrome 85 onwards, and naturally there is no IE support but since Edge is now chromium based, it is available there too. They are not available in...
The groupBy method is one of the reasons people use lodash in their project. In this blog post, we will write our own version of groupBy using reduce and vanilla JavaScript. What groupBy does? groupBy works on an array of items, and it groups these items together into an object...
In this react hooks series, we have already explored the react hooks useState, useEffect, and useReducer. The next react hook we will look into is the useContext hook. As we saw while building our sample application, we had to lift the state up to our root component in order to...
There has been a rapid advancement in technology and machine learning in the past decade. This has been accompanied by accelerated and innovative growth in the field of cloud computing. For example, Google introduced TPUs which are now available through Google Colab. And one can use it to experiment and...
Building upon our React hooks introduction from our previous post on understanding React hooks (useState and useEffect), we will look at the useReducer hook in this post. useReducer hook can be an alternative to useState (in fact, useState uses useReducer internally). Before getting into how to use the useReducer hook,...
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