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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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Capri Granville's Page

Latest Activity

Daren Scot Wilson liked Capri Granville's blog post Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
18 hours ago
Capri Granville posted a blog post

Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets

This collection covers much more than the topics listed in the title. It also features Azure, Python, Tensorflow, data visualization, and many other cheat sheets. Additional cheat sheets can be found here and here. Below is a screenshot (extract from the data visualization…See More
yesterday
Capri Granville's blog post was featured

Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets

This collection covers much more than the topics listed in the title. It also features Azure, Python, Tensorflow, data visualization, and many other cheat sheets. Additional cheat sheets can be found here and here. Below is a screenshot (extract from the data visualization…See More
yesterday
David liked Capri Granville's blog post Free Book: The Definitive Guide to Pandas
Friday
Derek Christensen liked Capri Granville's blog post Google Tutorial on Machine Learning
Wednesday
Capri Granville posted a blog post

Free Book: The Definitive Guide to Pandas

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 / manipulation tool available in any language. It is already well on its way toward this goal.…See More
Sep 30
Capri Granville's blog post was featured

Free Book: Introduction to Statistics

Online Statistics Education: A Multimedia Course of Study.  Project Leader: David M. Lane, Rice University.Content:IntroductionGraphing DistributionsSummarizing DistributionsDescribing Bivariate DataProbabilityResearch DesignNormal DistributionsAdvanced GraphsSampling DistributionsEstimationLogic of Hypothesis TestingTesting MeansPowerRegressionANOVATransformationsChi SquareDistribution Free TestsEffect SizeCase StudiesCalculatorsGlossary…See More
Sep 27
ajit jaokar liked Capri Granville's blog post Free Book: Process Improvement Using Data
Sep 26
Stephan O'Bryan liked Capri Granville's blog post Free Book: Introduction to Statistics
Sep 26
Capri Granville's 2 blog posts were featured
Sep 23
Capri Granville posted a blog post

Free Book: Process Improvement Using Data

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.Content1. Visualizing Process Data1.1. Data…See More
Sep 22
aman Ullah left a comment for Capri Granville
"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?"
Sep 22
Amit Dubey liked Capri Granville's blog post Free Book: Introduction to Statistics
Sep 21
Rajendra Timilsina, Ph. D. liked Capri Granville's blog post Free Book: Introduction to Statistics
Sep 20
FRANCISCO JAVIER MARQUEZ liked Capri Granville's blog post Free Book: Introduction to Statistics
Sep 20
FRANCISCO JAVIER MARQUEZ liked Capri Granville's blog post Free Book: Introduction to Statistics
Sep 20

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Capri Granville's Blog

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…

Continue

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.…

Continue

Free Book: Introduction to Statistics

Posted on September 19, 2018 at 1:30pm 0 Comments

Online Statistics Education: A Multimedia Course of Study.  Project Leader: David M. Lane, Rice University.

Content:

  • Introduction
  • Graphing Distributions
  • Summarizing Distributions
  • Describing Bivariate Data
  • Probability
  • Research Design
  • Normal Distributions
  • Advanced Graphs
  • Sampling…
Continue

Machine Learning Process Summarized in Two Pictures

Posted on May 20, 2018 at 1:00pm 0 Comments

These pictures were posted on Quora by Oleg Sergeykin, former Structural Analysis Engineer at Boeing. His philosophy is that Data science is actually an iterative processes. It is never possible to complete a DS project in a single pass. A data scientist constantly tries new ideas and changes steps of his pipeline.…

Continue

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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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