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!

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Course
Section
Lesson

Quiz 1

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!

3 questions

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