Data Science Algorithms in a Week

Build strong foundation of machine learning algorithms In 7 days.

Data Science Algorithms in a Week

Dávid Natingga

13 customer reviews
Build strong foundation of machine learning algorithms In 7 days.
eBook
$10.00
RRP $31.99
Save 68%
Print + eBook
$39.99
RRP $39.99
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
$10.00
$39.99
RRP $31.99
RRP $39.99
eBook
Print + eBook

Frequently bought together


Data Science Algorithms in a Week Book Cover
Data Science Algorithms in a Week
$ 31.99
$ 10.00
Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 10.00
Buy 2 for $20.00
Save $51.98
Add to Cart

Book Details

ISBN 139781787284586
Paperback210 pages

Book Description

Machine learning applications are highly automated and self-modifying, and they continue to improve over time with minimal human intervention as they learn with more data. To address the complex nature of various real-world data problems, specialized machine learning algorithms have been developed that solve these problems perfectly. Data science helps you gain new knowledge from existing data through algorithmic and statistical analysis.

This book will address the problems related to accurate and efficient data classification and prediction. Over the course of 7 days, you will be introduced to seven algorithms, along with exercises that will help you learn different aspects of machine learning. You will see how to pre-cluster your data to optimize and classify it for large datasets. You will then find out how to predict data based on the existing trends in your datasets.

This book covers algorithms such as: k-Nearest Neighbors, Naive Bayes, Decision Trees, Random Forest, k-Means, Regression, and Time-series. On completion of the book, you will understand which machine learning algorithm to pick for clustering, classification, or regression and which is best suited for your problem.

Table of Contents

Chapter 10: Python Reference
Chapter 11: Glossary of Algorithms and Methods in Data Science

What You Will Learn

  • Find out how to classify using Naive Bayes, Decision Trees, and Random Forest to achieve accuracy to solve complex problems
  • Identify a data science problem correctly and devise an appropriate prediction solution using Regression and Time-series
  • See how to cluster data using the k-Means algorithm
  • Get to know how to implement the algorithms efficiently in the Python and R languages

Authors

Table of Contents

Chapter 10: Python Reference
Chapter 11: Glossary of Algorithms and Methods in Data Science

Book Details

ISBN 139781787284586
Paperback210 pages
Read More
From 13 reviews

Read More Reviews

These popular $10 titles might interest you

Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 10.00
Statistics for Data Science Book Cover
Statistics for Data Science
$ 31.99
$ 10.00
Python: End-to-end Data Analysis Book Cover
Python: End-to-end Data Analysis
$ 71.99
$ 10.00
Computer Vision with Python 3 Book Cover
Computer Vision with Python 3
$ 35.99
$ 10.00
Understanding Software Book Cover
Understanding Software
$ 23.99
$ 10.00
Deep Learning By Example Book Cover
Deep Learning By Example
$ 31.99
$ 10.00