Machine Learning Fundamentals - Machine Learning Handbook

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Machine Learning Handbook

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1.Introduction to Machine Learning

Course Overview Overview of Machine Learning Machine Learning’s Significance in Data-Driven Decisions

2.Common Libraries and Tools for Machine Learning Tasks

Libraries for Machine Learning Tools for Data Preprocessing and Model Development

3.Types of Machine Learning

Supervised Learning Unsupervised Learning Reinforcement Learning Traditional Machine Learning vs. Deep Learning

4.Applications of Machine Learning

Image Processing and Computer Vision Natural Language Processing (NLP)

5.The Way Forward

Project

Fake News Detection Using Scikit-learn

Mock Interview

Machine Learning Fundamentals