Machine Learning - A Practical Approach

What is Machine Learning?

Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.

Machine-learning algorithms use statistics to find patterns in massive* amounts of data. And data, here, encompasses a lot of things—numbers, words, images, clicks, what have you. If it can be digitally stored, it can be fed into a machine-learning algorithm.

Course Outline:

Introduction

What is Machine Learning

Statistics

Python/Pandas

TensorFlow

Linear Regression Model

Gradient Descent

Logistic Regression Model

K-Nearest Neighbour