Visualize-ML/Book5_Essentials-of-Probability-and-Statistics
A Chinese statistical and probability textbook covering machine learning fundamentals using Jupyter Notebooks.
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This is the fifth book in a series teaching mathematics through programming. The repository contains Jupyter Notebooks covering probability, statistics, and machine learning concepts including regression, PCA, and multivariate analysis. It serves as an educational resource for learning foundational machine learning mathematics from basic arithmetic through to ML concepts.
Frequently asked
- What is Visualize-ML/Book5_Essentials-of-Probability-and-Statistics?
- A Chinese statistical and probability textbook covering machine learning fundamentals using Jupyter Notebooks.
- Is Book5_Essentials-of-Probability-and-Statistics open source?
- Yes — Visualize-ML/Book5_Essentials-of-Probability-and-Statistics is an open-source project tracked on heatdrop.
- What language is Book5_Essentials-of-Probability-and-Statistics written in?
- Visualize-ML/Book5_Essentials-of-Probability-and-Statistics is primarily written in Jupyter Notebook.
- How popular is Book5_Essentials-of-Probability-and-Statistics?
- Visualize-ML/Book5_Essentials-of-Probability-and-Statistics has 3.7k stars on GitHub.
- Where can I find Book5_Essentials-of-Probability-and-Statistics?
- Visualize-ML/Book5_Essentials-of-Probability-and-Statistics is on GitHub at https://github.com/Visualize-ML/Book5_Essentials-of-Probability-and-Statistics.