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Udemy - Data Science & Machine Learning Naive Bayes in Python 2025-1
Course modified date: 26 Feb 2025
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Course content
Sections:
8
•
Activities:
0
•
Resources:
45
- 1 Introduction and Outline
- 2 Where to get the Code
- 3 Are You Beginner Intermediate or Advanced All are OK
- 4 How to Succeed in this Course
- 1 Concepts Section Introduction
- 2 Classification Review
- 3 Bayes Rule Review
- 4 Naive Bayes Intuition
- 5 Concepts Section Summary
- 6 Suggestion Box
- 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
- 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
- 1 Pre Installation Check
- 2 Anaconda Environment Setup
- 3 How to install Numpy Scipy Matplotlib Pandas TensorFlow More
- 1 How to Code by Yourself part 1
- 2 How to Code by Yourself part 2
- 3 Proof that using Jupyter Notebook is the same as not using it
- 4 Temporary 403 Errors
- 1 How to Succeed in this Course Long Version
- 2 Is this for Beginners or Experts Academic or Practical Fast or slow paced
- 3 Machine Learning and AI Prerequisite Roadmap pt 1
- 4 Machine Learning and AI Prerequisite Roadmap pt 2
- 1 What is the Appendix
- 2 BONUS