Mastering Probability for ML: Joint | Marginal | Conditional Probability and Bayes' Theorem
Dive into the fascinating world of probabilities with this comprehensive guide. This video takes an in-depth look at crucial concepts like Joint Probability, Marginal Probability, Conditional Probability, and Bayes' Theorem, which form the bedrock of advanced statistical analysis and machine learning.
============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in
============================
📱 Grow with us:
CampusX' LinkedIn: / campusx-official
CampusX on Instagram for daily tips: / campusx.official
My LinkedIn: / nitish-singh-03412789
Discord: / discord
👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science!
💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you!
⌚Time Stamps⌚
00:00:00 - Session start
00:01:29 - Recap of the previous class
00:03:35 - Venn Diagrams in Probability
00:12:12 - Contingency tables in Probability
00:17:49 - Joint Probability
00:27:44 - Marginal Probability
00:35:46 - Conditional Probability
00:56:10 - Intuition of Conditional Probability Formula
01:00:14 - Independent vs. Dependent vs. Mutually Exclusive Events
01:08:04 - Bayes Theorem
✨ Hashtags✨
#ProbabilityForML #EasyLearning #BayesTheoremExplained #MachineLearningBasics #ProbabilitySimplified
Watch video Mastering Probability for ML: Joint | Marginal | Conditional Probability and Bayes' Theorem online without registration, duration hours minute second in high quality. This video was added by user CampusX 22 June 2023, don't forget to share it with your friends and acquaintances, it has been viewed on our site 22,753 once and liked it 572 people.