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Category Archives: Analytics Book Club

Learning Resources : Artificial Intelligence, Cognitive Computing, Deep Learning, & Neural Networks

· Roopam Upadhyay · 5 Comments

This article is an effort to make you into a “semi-expert” in artificial intelligence, cognitive computing, deep learning and neural networks from scratch. Here I will share a few cool learning resources for these topics. These resources include documentaries, TED talks, online lecture videos, and books. There are several videos and online books included in

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Posted in Analytics Book Club, Analytics Tips and Tricks |

R vs Python – a Comparison, and Awesome Free Books to Learn these Languages

· Roopam Upadhyay · 16 Comments

Please read the disclaimer about the Free PDF Books in this article at the bottom The one thing they love more than a hero is to see a hero fail, fall, die trying. In spite of everything you’ve done for them, eventually, they will hate you [Spider-Man]. – Green Goblin / Norman Osborn Batman v

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Posted in Analytics Book Club, Analytics Tips and Tricks, Python and R |

Learn R : 12 Free Books and Online Resources

· Roopam Upadhyay · 48 Comments

Please read the disclaimer about the Free PDF Books in this article at the bottom R, an open-source statistical and data mining programming language, is slowly but surely catching up in its race with commercial software like SAS & SPSS. I believe R will eventually replace SAS as the language of choice for modeling and

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Posted in Analytics Book Club, Analytics Tips and Tricks, Python and R | Tags: Bayesian inference, Books, Business Analytics, Predictive Analytics, Roopam Upadhyay |

Books to Teach Yourself Probability and Bayesian Statistics (Part 1)

· Roopam Upadhyay · 8 Comments
Self Learning Bayesian Statistics

Self Study: Probability and Bayesian Statistics An average 21-year-old with a college degree spends a little over 15000 hours in classroom lectures. This accounts for a roughly 8th portion of his / her active life on this planet. To me, this alone is a good enough reason to bring constant improvement in our education system.

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Posted in Analytics Book Club, Analytics Graffiti, Bayesian Inference and Statistics | Tags: Bayesian inference, Business Analytics, Predictive Analytics, Roopam Upadhyay |

12 Must Read Popular Maths & Logic Books from My Bookshelf (Part 2)

· Roopam Upadhyay · 4 Comments

The 13th Book This is a continuation of the last article where I have shared six books for maths and logic under the following two categories. (Read the last article) (i) Evolution and History of Mathematics (ii) Mathematical and Logical Puzzles In this article, we will explore a few more books on maths and logic

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Posted in Analytics Book Club | Tags: Books, Business Analytics, Predictive Analytics, Roopam Upadhyay |

12 Must Read Popular Maths & Logic Books from My Bookshelf (Part 1)

· Roopam Upadhyay · 8 Comments
The Analytics Book Club - by Roopam

The Analytics Book Club I cannot remember when I became a compulsive book reader. As a kid, I used to read mostly comic books. Then I missed the whole phase of teenage fiction books like The Hardy Boys, etc. I did read a few Agatha Christie novels in school and later in college but that

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Posted in Analytics Book Club | Tags: Books, Business Analytics, Predictive Analytics, Roopam Upadhyay |

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