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Getting Started with Machine Learning for Developers

Video Introducing this tutorial

The Course Overview
What is Machine Learning?
Probability and Random Variables
Differential Calculus Elements
Dataset Retrieval
Feature Engineering
Dataset Preprocessing
K-Means Algorithm
K-NN Algorithm
Regression Analysis
Linear Regression
Data Exploration and Linear Regression in Practice
Linear Regression with Gradient Descent
Logistic Regression

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