- Category: Computer
- Author: David Natingga
- Pages: 210 pages
- File type: PDF
Read and download free eBook intituled Data Science Algorithms in a Week: Top 7 Algorithms for Computing, Data Analysis, and Machine Learning in format PDF – 210 pages created by David Natingga.
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.
It 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.
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