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Choosing the best model
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Classroom Contents
How to Choose the Right Machine Learning Model Without a Lot of Experience
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- 1 Intro
- 2 Overview
- 3 What is Model Selection
- 4 How to use Sklearn cheat sheet
- 5 Choosing the best model
- 6 Model Selection Techniques
- 7 Read and explore our data
- 8 Convert the data into categories cut and qcut
- 9 Try cut
- 10 Try qcut
- 11 Creating a SVC model and calculating accuracy
- 12 Comparing different models and compare the accuracy
- 13 Project description
- 14 Project solution
- 15 Step 1
- 16 Step 2
- 17 Step 3 a b
- 18 Step 3 c d
- 19 Step 3 e
- 20 Step 4 and 5
- 21 Next lesson
