2022 Probability & Statistics for Machine Learning
https://CourseBoat.com
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 233 lectures (9h 32m) | Size: 2.11 GB
Learn Probability for Statistics, Data Science, Business decisions and Bayes Theorem for Machine Learning with Exercises
What you'll learn:
Learn probability theory from scratch
You will learn Different types of distributions: Normal, Binomial, Poisson...
Learn set theory, permutation and combination in details
Understand how to link probability with statistics
You will learn how to apply Bayes' theorem
You will learn mutually and non-mutually exclusive laws of probability
You will learn dependent and independent events of probaility
A lot more...
Requirements
Basic maths
Description
In this highly comprehensive probability course, you learn everything from Set theory, Combinatorics to Probability with tons of challenges and solutions. Probability is one of the bedrock of modern science such as machine learning, predictive risk management, inferential statistics, and business decisions. Understanding the depth of probability will empower you to solve numerous day-to-day business and scientific prediction problems. This course includes but is not limited to:
Sets
