Data Science & Machine Learning: Naive Bayes in Python

سرفصل های دوره

Master a crucial artificial intelligence algorithm and skyrocket your Python programming skills

1. Welcome

1. Introduction and Outline

2.1 Bonus Notebooks.html

2.2 Github Link.html

2. Where to get the Code

3. Are You Beginner, Intermediate, or Advanced All are OK!

4. How to Succeed in this Course

2. Naive Bayes Concepts (Beginner)

1. Concepts Section Introduction

2. Classification Review

3. Bayes' Rule Review

4. Naive Bayes Intuition

5. Concepts Section Summary

6. Suggestion Box

3. Naive Bayes Applications (Beginner-Intermediate)

1. Applications Section Introduction

2. Strategy and Approach

3. Disease Prediction with Naive Bayes

4. Disease Prediction with Naive Bayes in Python (pt 1)

5. Disease Prediction with Naive Bayes in Python (pt 2)

6. Finance with Naive Bayes

7. Finance with Naive Bayes in Python (pt 1)

8. Finance with Naive Bayes in Python (pt 2)

9. Genomics with Naive Bayes

10. Genomics with Naive Bayes in Python

11. Image Classification with Naive Bayes

12. Image Classification with Naive Bayes in Python

13. Text Classification with Naive Bayes (pt 1)

14. Text Classification with Naive Bayes (pt 2)

15. Text Classification with Naive Bayes in Python

16. Applications Section Summary

17. Application Exercise

4. Naive Bayes In-Depth (Advanced)

1. Gaussian Naive Bayes Theory

2. Gaussian Naive Bayes in Python

3. Bernoulli Naive Bayes Theory

4. Multinomial Naive Bayes Theory

5. Exercises Test Your Might!

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تولید کننده: Udemy-Training