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High-level process of Machine Learning
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Classroom Contents
Learn NumPy and Linear Regression - Machine Learning Model to Master
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- 1 Introduction
- 2 In-depth overview of Linear Regression
- 3 What is Machine Learning
- 4 How Machine Learning works
- 5 High-level process of Machine Learning
- 6 Types of Machine Learning paradigms
- 7 Introduction to the NumPy library
- 8 A NumPy array
- 9 The data type of a NumPy array
- 10 The shape of a NumPy array
- 11 Calculating with NumPy arrays
- 12 The SKlearn library for Linear Regression
- 13 Example with Linear Regression
- 14 Reshaping data for Linear Regression model SKlearn
- 15 The Linear Regression example
- 16 Visualize the Linear Regression with Matplotlib
- 17 Get the alpha and beta from the Linear Regression model
- 18 Project Description Linear Regression
- 19 Project Solution Linear Regression
