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Data Science : Concepts and Practice, Paperback by Kotu, Vijay; Deshpande, Ba...

Description: Data Science : Concepts and Practice, Paperback by Kotu, Vijay; Deshpande, Bala, ISBN 012814761X, ISBN-13 9780128147610, Brand New, Free shipping in the US

Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions.

Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, engineers, and analytics professionals and for anyone who works with data.

You’ll be able to:

  1. Gain the necessary knowledge of different data science techniques to extract value from data.
  2. Master the concepts and inner workings of 30 commonly used powerful data science algorithms.
  3. Implement step-by-step data science process using using RapidMiner, an open source GUI based data science platform

Data Science techniques covered: Exploratory data analysis, Visualization, Decision trees, Rule induction, k-nearest neighbors, Nave Bayesian classifiers, Artificial neural networks, Deep learning, Support vector machines, Ensemble models, Random forests, Regression, Recommendation engines, Association analysis, K-Means and Density based clustering, Self organizing maps, Text mining, Time series forecasting, Anomaly detection, Feature selection and more...

Price: 81.48 USD

Location: Jessup, Maryland

End Time: 2024-12-13T22:41:12.000Z

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Data Science : Concepts and Practice, Paperback by Kotu, Vijay; Deshpande, Ba...

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Book Title: Data Science : Concepts and Practice

Number of Pages: 570 Pages

Publication Name: Data Science : concepts and Practice

Language: English

Publisher: Elsevier Science & Technology

Publication Year: 2018

Subject: Intelligence (Ai) & Semantics, Data Processing, Databases / Data Mining, Enterprise Applications / General

Type: Textbook

Subject Area: Computers

Author: Vijay Kotu, Bala Deshpande

Item Length: 9.2 in

Item Width: 7.5 in

Format: Trade Paperback

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