Introduction to Machine Learning with scikit-learn

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

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Course
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Conclusion

Introduction to Machine Learning with scikit-learn

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

2 Lessons

Request your certificate of completion
Take another course from Data School!

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