Uploaded February 2019 | Updated September 2026, 2 weeks ago
Statistics is crucial to Data Science! In fact, the phrase Data Science was first used in a Statistics conference title. In this video, I'll cover 3 key concepts from Statistics that every Data Scientist needs to know. Statistical features, probability distributions, and Bayesian statistics will be explained using code, theory, and animations. Our specific application will be finding an optimal credit score for someone using Lending Club's loan data. Expect a musical interlude. Enjoy!
Code for this video:
github.com/llSourcell/LoanDefault-Prediction
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More learning resources:
kdnuggets.com/2018/12/introduction-statistics-data-science.html
towardsdatascience.com/the-5-basic-statistics-concepts-data-scientists-need-to-know-2c96740377ae
kdnuggets.com/2017/11/10-statistical-techniques-data-scientists-need-master.html
learndatasci.com/tutorials/data-science-statistics-using-python
towardsdatascience.com/probability-and-statistics-explained-in-the-context-of-deep-learning-ed1509b2eb3f
datascience.com/blog/statistics-data-science-interview
datasciencecentral.com/profiles/blogs/29-statistical-concepts-explained-in-simple-english-part-1
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Statistics is crucial to Data Science! In fact, the phrase Data Science was first used in a Statistics conference title. In this video, I'll cover 3 key concepts from Statistics that every Data Scientist needs to know. Statistical features, probability distributions, and Bayesian statistics will be explained using code, theory, and animations. Our specific application will be finding an optimal credit score for someone using Lending Club's loan data. Expect a musical interlude. Enjoy!
Code for this video:
github.com/llSourcell/LoanDefault-Prediction
Please Subscribe! And Like. And comment. Thats what keeps me going.
Want more education? Connect with me here:
Twitter: twitter.com/sirajraval
instagram: instagram.com/sirajraval
Facebook: facebook.com/sirajology
Join us at the School of AI:
theschool.ai
More learning resources:
kdnuggets.com/2018/12/introduction-statistics-data-science.html
towardsdatascience.com/the-5-basic-statistics-concepts-data-scientists-need-to-know-2c96740377ae
kdnuggets.com/2017/11/10-statistical-techniques-data-scientists-need-master.html
learndatasci.com/tutorials/data-science-statistics-using-python
towardsdatascience.com/probability-and-statistics-explained-in-the-context-of-deep-learning-ed1509b2eb3f
datascience.com/blog/statistics-data-science-interview
datasciencecentral.com/profiles/blogs/29-statistical-concepts-explained-in-simple-english-part-1
Join us in the Wizards Slack channel:
wizards.herokuapp.com
Please support me on Patreon:
patreon.com/user?u=3191693
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
#DataLit #SchoolOfAI #SirajRaval
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
