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 by
Difficulty Level
Intermediate
Completion Time
9h40m
Language
English
About Book
Who Is This Book For?
If you are a data scientist, a statistician or a machine learning developer looking to train and deploy effective machine learning models using popular statistical techniques, then this book is for you. Knowledge of Python programming is required to get the most out of this book.
Training Systems using Python Statistical Modeling
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h40m total length
Classical Statistical Analysis
Introduction to Supervised Learning
Binary Prediction Models
Regression Analysis and How to Use It
Neural Networks
Clustering Techniques
Dimensionality Reduction
Related Resources
Access Ready-to-Use Books for Free!
Get instant access to a library of pre-built books—free trial, no credit card required. Start training your team in minutes!