Introduction to Machine Learning with scikit-learn
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Introduction

Welcome to the course!
Download the course notebooks
1. What is Machine Learning, and how does it work?

Lesson 1
Quiz 1
2. Setting up Python for Machine Learning: scikit-learn and Jupyter Notebook

Lesson 2
Quiz 2
3. Getting started in scikit-learn with the famous iris dataset

Lesson 3
Quiz 3
4. Training a Machine Learning model with scikit-learn

Lesson 4
Quiz 4
5. Comparing Machine Learning models in scikit-learn

Lesson 5
Quiz 5
Intermission

Can I ask you a quick favor?
6. Data science pipeline: pandas, seaborn, scikit-learn

Lesson 6
Quiz 6
7. Cross-validation for parameter tuning, model selection, and feature selection

Lesson 7
Quiz 7
8. Efficiently searching for optimal tuning parameters

Lesson 8
Quiz 8
9. Evaluating a classification model

Lesson 9
Quiz 9
10. Building a Machine Learning workflow

Lesson 10
Quiz 10
Conclusion

Can I ask you a quick favor?
Request your certificate of completion
Take another course from Data School!
Earn money by promoting Data School's courses!

Products
Course
Section
Lesson

Welcome to the course!

Introduction to Machine Learning with scikit-learn
- Buy now
- Learn more
Introduction
- Welcome to the course!
- Download the course notebooks
1. What is Machine Learning, and how does it work?
- Lesson 1
- Quiz 1
2. Setting up Python for Machine Learning: scikit-learn and Jupyter Notebook
- Lesson 2
- Quiz 2
3. Getting started in scikit-learn with the famous iris dataset
- Lesson 3
- Quiz 3
4. Training a Machine Learning model with scikit-learn
- Lesson 4
- Quiz 4
5. Comparing Machine Learning models in scikit-learn
- Lesson 5
- Quiz 5
Intermission
- Can I ask you a quick favor?
6. Data science pipeline: pandas, seaborn, scikit-learn
- Lesson 6
- Quiz 6
7. Cross-validation for parameter tuning, model selection, and feature selection
- Lesson 7
- Quiz 7
8. Efficiently searching for optimal tuning parameters
- Lesson 8
- Quiz 8
9. Evaluating a classification model
- Lesson 9
- Quiz 9
10. Building a Machine Learning workflow
- Lesson 10
- Quiz 10
Conclusion
- Can I ask you a quick favor?
- Request your certificate of completion
- Take another course from Data School!
- Earn money by promoting Data School's courses!

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