Data Science For Business PDF Free Download

10/7/2021by admin

Computer science as an academic discipline began in the 1960’s. Emphasis was on programming languages, compilers, operating systems, and the mathematical theory that supported these areas. Courses in theoretical computer science covered nite automata, regular expressions, context-free languages, and computability. In the 1970’s, the study. May 04, 2021 Free PDF: Analytics: Turning data science into business strategy Data-driven 2021: Predictions for a busy year in data, analytics and AI Research: Executive management recognizes business value of. R for Data Science. Author: By Hadley Wickham and Garrett. What You Learn: You will learn to.

By Brendan Martin, (LearnDataSci).

Pulled from the web, here is a great collection of eBooks. While every single book in this list is provided for free, if you find any particularly helpful consider purchasing the printed version. The authors spent a great deal of time putting these resources together and I’m sure they would all appreciate the support!

  • Provost, Foster, and Tom Fawcett. Data Science for Business: What you need to know about data mining and data-analytic thinking. ' O'Reilly Media, Inc.'
  • Here is a great collection of eBooks written on the topics of Data Science, Business Analytics, Data Mining, Big Data, Machine Learning, Algorithms, Data Science Tools, and Programming Languages for Data Science.

Data Science in General

  • An Introduction to Data Science
    Jeffrey Stanton, 2013
  • School of Data Handbook
    School of Data, 2015
  • Data Jujitsu: The Art of Turning Data into Product
    DJ Patil, 2012

Interviews with Data Scientists

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  • The Data Science Handbook
    [Buy on Amazon]
    Carl Shan, Henry Wang, William Chen, & Max Song, 2015
  • The Data Analytics Handbook
    Brian Liou, Tristan Tao, & Declan Shener, 2015

Forming Data Science Teams

  • Data Driven: Creating a Data Culture
    [Buy on Amazon]
    Hilary Mason & DJ Patil, 2015
  • Building Data Science Teams
    [Buy on Amazon]
    DJ Patil, 2011
  • Understanding the Chief Data Officer
    Julie Steele, 2015

Data Analysis

  • The Elements of Data Analytic Style
    [Buy on Amazon]
    Jeff Leek, 2015

Distributed Computing Tools

  • Hadoop: The Definitive Guide
    [Buy on Amazon]
    Tom White, 2011
  • Data-Intensive Text Processing with MapReduce
    [Buy on Amazon]
    Jimmy Lin & Chris Dyer, 2010

Learning Languages

Python

  • Think Python: How to Think Like a Computer Scientist
    Allen Downey, 2012
  • Python Programming
    Wikibooks, 2015
  • Automate the Boring Stuff with Python: Practical Programming for Total Beginners
    [Buy on Amazon]
    Al Sweigart, 2015
  • Learn Python the Hard Way
    [Buy on Amazon]
    Zed A. Shaw, 2013

R

  • R Programming for Data Science
    Roger D. Peng,
  • R Programming
    Wikibooks, 2014
  • Advanced R
    [Buy on Amazon]
    Hadley Wickham, 2014

SQL

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  • Learn SQL The Hard Way
    Zed. A. Shaw, 2010
  • SQL Tutorial
    Tutorials Point

Data Mining and Machine Learning

  • Introduction to Machine Learning
    Amnon Shashua, 2008
  • Machine Learning
    Abdelhamid Mellouk & Abdennacer Chebira, 450
  • Machine Learning – The Complete Guide
    Wikipedia
  • Social Media Mining An Introduction
    [Buy on Amazon]
    Reza Zafarani, Mohammad Ali Abbasi, & Huan Liu, 2014
  • Data Mining: Practical Machine Learning Tools and Techniques
    [Buy on Amazon]
    Ian H. Witten & Eibe Frank, 2005
  • Mining of Massive Datasets
    [Buy on Amazon]
    Jure Leskovec, Anand Rajaraman, & Jeff Ullman, 2014
  • A Programmer’s Guide to Data Mining
    Ron Zacharski, 2015
  • Data Mining with Rattle and R
    [Buy on Amazon]
    Graham Williams, 2011
  • Data Mining and Analysis: Fundamental Concepts and Algorithms
    [Buy on Amazon]
    Mohammed J. Zaki & Wagner Meria Jr., 2014
  • Probabilistic Programming & Bayesian Methods for Hackers
    [Buy on Amazon]
    Cam Davidson-Pilon, 2015
  • Data Mining Techniques For Marketing, Sales, and Customer Relationship Management
    [Buy on Amazon]
    Michael J.A. Berry & Gordon S. Linoff, 2004
  • Inductive Logic Programming: Techniques and Applications
    [Buy on Amazon]
    Nada Lavrac & Saso Dzeroski, 1994
  • Pattern Recognition and Machine Learning
    [Buy on Amazon]
    Christopher M. Bishop, 2006
  • Machine Learning, Neural and Statistical Classification
    [Buy on Amazon]
    D. Michie, D.J. Spiegelhalter, & C.C. Taylor, 1999
  • Information Theory, Inference, and Learning Algorithms
    [Buy on Amazon]
    David J.C. MacKay, 2005
  • Data Mining and Business Analytics with R
    [Buy on Amazon]
    Johannes Ledolter, 2013
  • Bayesian Reasoning and Machine Learning
    [Buy on Amazon]
    David Barber, 2014
  • Gaussian Processes for Machine Learning
    [Buy on Amazon]
    C. E. Rasmussen & C. K. I. Williams, 2006
  • Reinforcement Learning: An Introduction
    [Buy on Amazon]
    Richard S. Sutton & Andrew G. Barto, 2012
  • Algorithms for Reinforcement Learning
    [Buy on Amazon]
    Csaba Szepesvari , 2009
  • Big Data, Data Mining, and Machine Learning
    [Buy on Amazon]
    Jared Dean, 2014
  • Modeling With Data
    [Buy on Amazon]
    Ben Klemens, 2008
  • KB – Neural Data Mining with Python Sources
    [Buy on Amazon]
    Roberto Bello, 2013
  • Deep Learning
    Yoshua Bengio, Ian J. Goodfellow, & Aaron Courville, 2015
  • Neural Networks and Deep Learning
    Michael Nielsen, 2015
  • Data Mining Algorithms In R
    Wikibooks, 2014
  • Data Mining and Analysis: Fundamental Concepts and Algorithms
    [Buy on Amazon]
    Mohammed J. Zaki & Wagner Meira Jr., 2014
  • Theory and Applications for Advanced Text Mining
    Shigeaki Sakurai, 2012

Statistics and Statistical Learning

  • Think Stats: Exploratory Data Analysis in Python
    [Buy on Amazon]
    Allen B. Downey, 2014
  • Think Bayes: Bayesian Statistics Made Simple
    [Buy on Amazon]
    Allen B. Downey, 2012
  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction
    [Buy on Amazon]
    Trevor Hastie, Robert Tibshirani, & Jerome Friedman, 2008
  • An Introduction to Statistical Learning with Applications in R
    [Buy on Amazon]
    Gareth James, Daniela Witten, Trevor Hastie, & Robert Tibshirani, 2013
  • A First Course in Design and Analysis of Experiments
    [Buy on Amazon]
    Gary W. Oehlert, 2010

Data Visualization

DataData
  • D3 Tips and Tricks
    [Buy on Amazon]
    Malcolm Maclean, 2015
  • Interactive Data Visualization for the Web
    [Buy on Amazon]
    Scott Murray, 2013

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Big Data

  • Disruptive Possibilities: How Big Data Changes Everything [Buy on Amazon]
    Jeffrey Needham, 2013
  • Real-Time Big Data Analytics: Emerging Architecture
    [Buy on Amazon]
    Mike Barlow, 2013
  • Big Data Now: 2012 Edition
    [Buy on Amazon]
    O’Reilly Media, Inc., 2012

Computer Science Topics

  • Natural Language Processing with Python [Buy on Amazon]
    Steven Bird, 2009
  • Computer Vision [Buy on Amazon]
    Richard Szeliski, 2010
  • Concise Computer Vision [Buy on Amazon]
    Reinhard Klette, 2010
  • Artificial Intelligence A Modern Approach, 1st Edition
    [Buy on Amazon (3rd Edition)]
    Stuart Russell, 1995

Well, there you have it. Thousands of e-pages to read through. We hope there’s something there for everyone, no matter what level you’re starting at. If you have any suggestions of free books to include or want to review a book mentioned, please comment below and let us know!

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