Get Your Data in Shape: The Ultimate Guide to Feature ScalingI hope you are doing well. Today, we will dive deep into the concept of feature scaling in machine learning. Here are a few questions we will answer throughout this blog post: What is feature scaling, and why is it necessary? What are the different...Aug 25, 2024·6 min read
Introduction to Natural language processingAre you looking for a source that will provide you with all the information you require regarding natural language processing? If so, let me inform you that I will begin an NLP blog series today, with this post serving as the introduction to the seri...Jul 22, 2023·4 min read
Introduction to deep learningAre you looking for a resource that can teach you everything you need to know about deep learning? Then you've come to the right place, because starting today, I'm going to start a deep learning blog series that will provide you with in-depth knowled...Jul 21, 2023·6 min read
A Beginner's Guide to BOW for AI ProjectsHi, I hope you are doing, so today we will discuss about a very commonly used and easy to understand word embedding technique called BOW. In this blog we willfirst start of with the basic introduction to word embeddings, techniques we can use for cre...Jul 18, 2023·5 min read
Let's understand linear regression OLS methodI hope you are doing great. Today, we will discuss everything you need to know about the linear regression algorithm. Let me tell you that after going through this blog, I can assure you that you will be fully equipped with the linear regression algo...Jul 15, 2023·6 min read
Types of normalization in Machine learningI hope you are doing great, this blog is basically a continuity of previous blog "" and in this blog as I promised we will talk about normalization in detail and we will see what are the various types of normalization and when to use which type. So w...Jul 12, 2023·4 min read
Accuracy in Machine Learning: How Much is Good Enough, and When Should You Use Other Metrics?I hope you are doing great, today we will discuss about one of the most commonly used and simplest evaluation for classificatoin problem called accuracy. Connected to accuracy we will also discuss what is the major drawback of using accuracy, when no...Jul 11, 2023·5 min read
