Book

Training Systems using Python Statistical Modeling

This book will acquaint you with various aspects of statistical analysis in Python. You will work with different types of prediction models, such as decision trees, random forests and neural networks. By the end of this book, you will be confident in using various Python packages to train your own models for effective machine learning.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
9h40m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 9h40m total length

1. Classical Statistical Analysis
2. Introduction to Supervised Learning
3. Binary Prediction Models
4. Regression Analysis and How to Use It
5. Neural Networks
6. Clustering Techniques
7. Dimensionality Reduction

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