Machine Learning

Principal Component Analysis

Welcome to the Principal Component Analysis (PCA) post. I hope you have gone through all the previous posts on Machine Learning, Supervised Learning and Unsupervised Learning. Principal Component Analysis is an unsupervised learning algorithm that is used for the dimensionality reduction in machine learning. PCA is a dimensionality-reduction method that is often used to reduce the dimensionality ofContinue reading “Principal Component Analysis”

Unsupervised Learning (Part 1)

Welcome to the Unsupervised Machine Learning post. I hope you have gone through the previous posts on Machine Learning and Supervised Learning. If no, kindly go through those posts before starting from here for a better understanding. We have seen the various types of ML in the Part 1 of Machine Learning post. So in this postContinue reading “Unsupervised Learning (Part 1)”

Supervised Learning (Part 4)

Welcome to the Part 4 of Supervised Machine Learning post. I hope you have gone through the previous posts on Machine Learning and Supervised Learning Part 1, Part 2 and Part 3. If no, kindly go through those before starting from here. In this post we are going to see about the various applications of supervisedContinue reading “Supervised Learning (Part 4)”

Supervised Learning (Part 3)

Welcome to the Part 3 of Supervised Machine Learning post. I hope you have gone through the previous posts on Machine Learning and Supervised Learning Part 1 and Part 2. If no, kindly go through those before starting from here. In this post we are going to see about the various algorithms of supervised machine learningContinue reading “Supervised Learning (Part 3)”

Supervised Learning (Part 2)

Welcome to the Part 2 of Supervised Machine Learning post. I hope you have gone through the previous posts on Machine Learning and Supervised Learning. If no, kindly go through those before starting from here. In this post we are going to see about the types of supervised learning with examples and their applications. So letContinue reading “Supervised Learning (Part 2)”

Supervised Learning

PART 1 Welcome to the Supervised Machine Learning post. I hope you have gone through the previous posts on Machine Learning. If no, kindly go through those posts before starting from here. We have seen the various types of ML in the Part 1 of Machine Learning post. So in this post we are goingContinue reading “Supervised Learning”

Machine Learning (Part 2)

Welcome to the Part 2 of Machine Learning. If you haven’t gone through the Part 1 of ML click here Part-1. In this post we are going to discuss about the core statistics which helps in understanding ML. Machine Learning is nothing but the combination of statistics with other fields. So in order to clearlyContinue reading “Machine Learning (Part 2)”

Part 1 Welcome to the Introduction of Machine Learning. I hope you have gone through the previous posts on Artificial Intelligence. If no, kindly go through those posts before starting from here. In this post we are going to discuss about the importance, working, types and Applications of Machine Learning with respect to their typesContinue reading “Machine Learning”