Book
Building Machine Learning Systems with Python
Machine learning allows models or systems to learn without being explicitly programmed. You will see how to use the best of libraries support such as scikit-learn, Tensorflow and much more to build efficient smart systems.
Offered by
Difficulty Level
Intermediate
Completion Time
13h32m
Language
English
About Book
Who Is This Book For?
This book is for data scientists, machine learning developers, and Python developers who want to learn how to build increasingly complex machine learning systems. Prior knowledge of Python programming is expected.
Building Machine Learning Systems with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 13h32m total length
Getting Started with Python Machine Learning
Classifying with Real-world Examples
Regression
Classification I – Detecting Poor Answers
Dimensionality Reduction
Clustering – Finding Related Posts
Recommendations
Artificial neural Networks & Deep Learning
Classification II – Sentiment Analysis
Topic Modeling
Classification III – Music Genre Classification
Computer Vision
Reinforcement Learning
Bigger Data
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!