Book: Data Science for the Layman: No Math Added

#DataScience Book for the Layperson:  #abdsc #BigData #DataAnalytics #MachineLearning #AI

  • Want to get started on data science?
  • This book has been written in layman’s terms as a gentle introduction to data science and its algorithms.
  • Each algorithm has its own dedicated chapter that explains how it works, and shows an example of a real-world application.
  • With this book, we hope to give you a practical understanding of data science, so that you, too, can leverage its strengths in making better decisions.

Want to get started on data science? Our promise: no math added.
This book has been written in layman’s terms as a gentle introduction to data science and its…
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In-depth introduction to machine learning in 15 hours of expert videos

In-depth #MachineLearning in 15 hours of expert videos:  #BigData #DataScience by @Rbloggers

  • Lab: Model Selection Using Cross-Validation (5:32)
  • Lab: Forward Stepwise Selection and Model Selection Using Validation Set (10:32)
  • Chapter 7: Moving Beyond Linearity ( slides , playlist )
  • Lab: Random Forests and Boosting (15:35)
  • Multiple Linear Regression and Interpreting Regression Coefficients (15:38)

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@KirkDBorne: “In-depth #MachineLearning in 15 hours of expert videos: #BigData #DataScience by @Rbloggers”


In January 2014, Stanford University professors Trevor Hastie and Rob Tibshirani (authors of the legendary Elements of Statistical Learning textbook) taught an


In-depth introduction to machine learning in 15 hours of expert videos