Difficulty Level
Intermediate
Completion Time
9h48m
Language
English
About Book
Who Is This Book For?
If you are a Python developer who wants to master the world of data science then this book is for you. Some knowledge of data science is assumed.
Mastering Python for Data Science
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h48m total length
Getting started with Data
Getting the larger picture from inferential statistics
Finding the Needle in the Haystack with Data Mining
Making sense of data through Advanced Visualization
Uncovering Machine Learning
Performing predictions with Linear Regression
Estimating Likelihood with Logistic Regression
Generating recommendations with Collaborative Filtering
Pushing the boundaries with Ensemble Models
Applying Segmentation with K-means clustering
Analyzing Unstructured Data with Text Mining
Leveraging Python in the World of Big Data
Related Resources
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