Machine Learning & Neural Networks
Introduction
Course Overview
Pre-requisites
Setting Up the Environment
Setup for Machine Learning : Part-I
Setup for Machine Learning : Part-II
Setup Locally (Reading)
Brushing-up Pre-requisites
Brushing-up Python (Part-I)
Brushing-up Python (Part-II)
Python for Machine Learning
NumPy
Pandas (Part-I)
Pandas (Part-II)
Matplotlib
Getting Started with Machine Learning
Overview of Machine Learning Section
What is ML and AI | where is it used?
Applications of Machine Learning and Artificial Intelligence (Reading)
Defining Machine Learning
Defining Machine learning (Reading)
Classification of Machine Learning
Reading : Classification of machine learning
Linear Regression
Machine Learning Model: Hypothesis Function
Hypothesis Function (Reading
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Machine Learning & Neural Networks
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