Capri Granville's Discussions
AI: Miniaturization of Robots
Started this discussion. Last reply by Michael Rawson May 18. 2 Replies 1 Like
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 2 Likes
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 posted a blog postFree Book: Process Improvement Using Data
aman Ullah left a comment for Capri Granville
Capri Granville posted a blog postFree Book: Introduction to Statistics
MayilD liked Capri Granville's blog post Traditional Programming versus Machine Learning, in One Picture
Thomas Collonville commented on Capri Granville's blog post Traditional Programming versus Machine Learning, in One Picture
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Capri Granville's Blog
Free Book: Process Improvement Using Data
Posted on September 22, 2018 at 9:30am 0 Comments 0 Likes
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.…
Free Book: Introduction to Statistics
Posted on September 19, 2018 at 1:30pm 0 Comments 7 Likes
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…
Machine Learning Process Summarized in Two Pictures
Posted on May 20, 2018 at 1:00pm 0 Comments 3 Likes
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 15 Data Science and Machine Learning Courses from Top Schools
Posted on May 20, 2018 at 1:00pm 1 Comment 3 Likes
Many are free. They are available online. They are offered by Princeton, Georgia Tech, Harvard, Columbia, Stanford, and Penn State.
- Neural Networks and Deel Learning - Andrew Ng via Coursera
- Machine Learning - Georgia Institute of Technology via Udacity…
Comment Wall (1 comment)
- 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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