Data and AI Learning Group

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  • 1.  Data Science beginner

    Posted Mon March 15, 2021 03:35 PM
    What should be my approach to become an efficient data scientist?

    Suman Dutta

  • 2.  RE: Data Science beginner

    Posted Tue March 16, 2021 03:54 AM

    why not follow ?


    [Alex] [Fleischer]
    [EMEA CPLEX Optimization Technical Sales]

  • 3.  RE: Data Science beginner

    Posted Tue March 16, 2021 11:50 AM
    For one, being here is a great start! And may I suggest a reading list that I found that was helpful for me? 

    1. Introduction to Machine Learning with Python: A Guide for Data Scientists

    Author: Andreas C. Müller and Sarah Guido

    2. R for Data Science

    Author: Hadley Wickham, Garrett Grolemund

    3. Naked Statistics

    Author: Charles Wheelan

    4. Practical Statistics for Data Scientists

    Author: Andrew Bruce, Peter C. Bruce, and Peter Gedeck

    5. Python for Data Analysis

    Author: Wes McKinney

    6. Deep Learning

    Author: Ian Goodfellow, Yoshua Bengio, and Aaron Courville

    7. Hands-On Machine Learning with Scikit-Learn and TensorFlow

    Author: By Aurélien Géron

    8. Introduction to Statistical Learning

    Author: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

    I found the list and some reviews here when I got start and am still reading some of these interesting books.

    Jed Cruz