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PODCAST · technology

StatQuest with Josh Starmer

by StatQuest with Josh Starmer

Statistics, Machine Learning, Data Science, and AI seem like very scary topics, but since each technique is really just a combination of small and simple steps, they are actually quite simple. My goal with StatQuest is to break down the major methodologies into easy-to-understand pieces. That said, I don't dumb down the material. Instead, I build up your understanding so that you are smarter. Contact, Video Index, Etc: https://statquest.org Links: Patreon: https://www.patreon.com/statquest Tip Jar: https://www.paypal.com/paypalme2/statquest Music: https://joshuastarmer.bandcamp.com/ US/Europe Store: https://teespring.com/stores/statquest Home Page: https://statquest.org

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Episodes

  1. Confidence Intervals, Clearly Explained!!!

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  2. The AI Buzz, Episode #4: ChatGPT + Bing and How to start an AI company in 3 easy steps.

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  3. The Simplex Algorithm, Mathematical Details!!!

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  4. That Dude (in the movies)

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  5. The standard error, Clearly Explained!!!

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  6. The AI Buzz, Episode #3: Constitutional AI, Emergent Abilities and Foundation Models

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  7. Another three (3) more lessons from my Pop!

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  8. The GELU, SiLU and SwiGLU activation functions, clearly explained!!!

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  9. Lowess and Loess, Clearly Explained!!!

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  10. The Main Ideas behind Probability Distributions

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  11. Human Stories in AI: Rick Marks

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  12. StatQuest: edgeR, part 1, Library Normalization

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  13. Human Stories in AI: Achal Dixit

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  14. The Rainbow

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  15. Human Stories in AI: Khushi Jain

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  16. StatQuest: DESeq2, part 1, Library Normalization

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  17. Human Stories in AI: Fabio Urbina

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  18. Linear Regression, Clearly Explained!!!

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  19. Evil Genius

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  20. Standard Deviation vs Standard Error, Clearly Explained!!!

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  21. Maximum Likelihood, clearly explained!!!

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  22. The matrix math behind transformer neural networks, one step at a time!!!

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  23. Fisher's Exact Test and the Hypergeometric Distribution

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  24. Human Stories in AI: Brian [email protected]

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  25. StatQuickie: Which t test to use

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  26. Word Embedding in PyTorch + Lightning

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  27. Log_e Song - Official Lyric Video

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  28. Attention for Neural Networks, Clearly Explained!!!

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  29. The Coldest Day of the Year

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  30. Mr Hattie

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  31. I Love You

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  32. StatQuickie: Thresholds for Significance

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  33. CatBoost Part 1: Ordered Target Encoding

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  34. Word Embedding and Word2Vec, Clearly Explained!!!

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  35. StatQuest: edgeR and DESeq2, part 2 - Independent Filtering

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  36. Reinforcement Learning: Essential Concepts

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  37. Human Stories in AI: Abbas Merchant@Matics Analytics

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  38. StatQuickie: Thresholds for Significance

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  39. StatQuest: One or Two Tailed P-Values

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  40. p-hacking and power calculations

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  41. Say Your Goodbyes

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  42. A New Song

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  43. Human Stories in AI: Xavier Moyá

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  44. Reinforcement Learning with Neural Networks: Essential Concepts

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  45. The Sum of Regrets

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  46. Deal With It

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  47. Human Stories in AI: Amy Finnegan

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  48. A few more lessons from my Pop!

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  49. Reinforcement Learning with Neural Networks: Mathematical Details

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  50. Psycho Killer

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ABOUT THIS SHOW

Statistics, Machine Learning, Data Science, and AI seem like very scary topics, but since each technique is really just a combination of small and simple steps, they are actually quite simple. My goal with StatQuest is to break down the major methodologies into easy-to-understand pieces. That said, I don't dumb down the material. Instead, I build up your understanding so that you are smarter.

Contact, Video Index, Etc: https://statquest.org

Links: Patreon: https://www.patreon.com/statquest Tip Jar: https://www.paypal.com/paypalme2/statquest Music: https://joshuastarmer.bandcamp.com/ US/Europe Store: https://teespring.com/stores/statquest Home Page: https://statquest.org

HOSTED BY

StatQuest with Josh Starmer

Frequently Asked Questions

How many episodes does StatQuest with Josh Starmer have?

StatQuest with Josh Starmer currently has 79 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.

What is StatQuest with Josh Starmer about?

Statistics, Machine Learning, Data Science, and AI seem like very scary topics, but since each technique is really just a combination of small and simple steps, they are actually quite simple. My goal with StatQuest is to break down the major methodologies into easy-to-understand pieces. That said,...

How often does StatQuest with Josh Starmer release new episodes?

StatQuest with Josh Starmer has 79 episodes. Check the episode list to see recent publication dates and frequency.

Where can I listen to StatQuest with Josh Starmer?

You can listen to StatQuest with Josh Starmer on PodParley by clicking any episode. We provide an embedded audio player for direct listening, and you can also subscribe via your preferred podcast app using the RSS feed.

Who hosts StatQuest with Josh Starmer?

StatQuest with Josh Starmer is created and hosted by StatQuest with Josh Starmer.
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