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Capri Granville
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  • Issaquah, WA
  • United States
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Capri Granville's Discussions

AI: Miniaturization of Robots

Started this discussion. Last reply by Michael Rawson May 18. 2 Replies

Maybe this seems like science fiction, but I was wondering if some companies are developing robots that are so small, that they are about the size of a virus. You could imagine a swarm of robotic…Continue

Is it better to overpredict, or underpredict?

Started this discussion. Last reply by Ethan Scott Mar 14. 5 Replies

Weather predictions are notoriously difficult for the Seattle area. I have seen many instances in which snow was predicted (say 1 to 3 inches) while the actual amount was much smaller. I assume that…Continue

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Costas Bouyioukos liked Capri Granville's blog post Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
Dec 4
Matthias Chin liked Capri Granville's blog post Free New Book by Andrew Ng: Machine Learning Yearning
Nov 30
Prasanth liked Capri Granville's blog post Book: Artificial Intelligence with Python
Nov 27
David Phipps liked Capri Granville's blog post The Hundred-Page Machine Learning Book
Nov 27
Vincent Granville commented on Capri Granville's blog post The Hundred-Page Machine Learning Book
"Hi Lance, You wrote "Writing a technical book is a profoundly uneconomic project." I think this is true if you go with traditional publisher. My last book, self-published and available for free to DSC members, also 100 pages, is better,…"
Nov 26
Stuart Loynes liked Capri Granville's blog post The Hundred-Page Machine Learning Book
Nov 26
Da Vince Koyo liked Capri Granville's blog post Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
Nov 26
Andriy Burkov commented on Capri Granville's blog post The Hundred-Page Machine Learning Book
"Lance Norskog, fortunately, it's just a hundred pages!"
Nov 25
Lance Norskog commented on Capri Granville's blog post The Hundred-Page Machine Learning Book
"Good luck with this! Writing a technical book is a profoundly uneconomic project :)"
Nov 25
Andriy Burkov commented on Capri Granville's blog post The Hundred-Page Machine Learning Book
"Thanks for sharing, Capri! I put online one chapter per week. Five chapters are remaining to put online. You can subscribe to the mailing list on the website to get updated when new chapters are out. I welcome corrections and suggestions on how to…"
Nov 25
Andriy Burkov liked Capri Granville's blog post The Hundred-Page Machine Learning Book
Nov 25
sei k commented on Capri Granville's blog post The Hundred-Page Machine Learning Book
"Thank you for your information."
Nov 25
sei k liked Capri Granville's blog post The Hundred-Page Machine Learning Book
Nov 25
Capri Granville posted blog posts
Nov 25
Tauheedul Ali liked Capri Granville's blog post Free New Book by Andrew Ng: Machine Learning Yearning
Nov 24
John Lewis liked Capri Granville's blog post Free Book: Introduction to Statistics
Nov 13

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Capri Granville's Blog

New Book: Machine Learning with R

Posted on November 25, 2018 at 6:00am 0 Comments

Independently published (November 20, 2018). 78 pages.

This book intends to provide an overview of Machine Learning and its algorithms & models with help of R software. Machine learning forms the basis for Artificial Intelligence which will play a crucial role in day to day life of human beings in the near future. A basic understanding of machine learning is required, as its application is widely seen in different fields such as banks and financial sectors,…

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The Hundred-Page Machine Learning Book

Posted on November 25, 2018 at 6:00am 5 Comments

New book, in progress. By Andriy Burkov, Machine Learning Team Leader at Gartner.

The following chapters are currently available:

Foreword

Chapter 1: Introduction

Part I: Supervised Learning

Chapter 2: Notation and Definitions

Chapter 3: Fundamental Algorithms

Chapter 4: Anatomy of a Learning Algorithm

Chapter 5: Basic Practice

Chapter 6: Neural Networks and Deep…

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Free Book: The Definitive Guide to Pandas

Posted on September 30, 2018 at 6:30am 0 Comments

Pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis…

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Free Book: Process Improvement Using Data

Posted on September 22, 2018 at 9:30am 0 Comments

This book, initially written for chemical engineers, is actually very interesting for data scientists and machine learning engineers alike. For more free books, visit this page.…

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At 7:07am on September 22, 2018, aman Ullah said…

Question: A researcher is interested in actual data to research in patterns and build a model for prediction. My question is that if a researcher is interested in actual data why we transform data?

 
 
 

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