Data Science Algorithms in a Week
Choosing the right algorithm is often a key differentiator in the success or failure of a data model and its optimal performance. This book introduces you to 7 key machine learning algorithms which you can easily grasp within a week and includes exercises that will help you learn different aspects of machine learning without any hassle.
Offered by
Difficulty Level
Intermediate
Completion Time
7h8m
Language
English
About Book
Who Is This Book For?
This book is for aspiring data science professionals who are familiar with Python and have a little background in statistics. You’ll also find this book useful if you’re currently working with data science algorithms in some capacity and want to expand your skill set
Data Science Algorithms in a Week
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 7h8m total length
Classification using K Nearest Neighbors
Naive Bayes
Decision Trees
Random Forests
Clustering into K clusters
Regression
Time Series Analysis
Python Reference
Statistics
Glossary of Algorithms and Methods in Data Science
Related Resources
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