Descriptions
Complete Math, Statistics & Probability for Machine Learning, This is a highly comprehensive Mathematics, Statistics, and Probability course, you learn everything from Set theory, Combinatorics, Probability, statistics, and linear algebra to Calculus with tons of challenges and solutions for Business Analytics, Data Science, Data Analytics, and Machine Learning. Mathematics, Probability & Statistics are the bedrock of modern science such as machine learning, predictive risk management, inferential statistics, and business decisions. Understanding the depth of these will empower you to solve numerous day-to-day business and scientific prediction problems and analytical problems. This course includes but is not limited to: Sets, Universal Set, Proper and Improper Subset, Super Set and Singleton Set, Null or Empty Set, Power Set
What you’ll learn
- Learn Linear Algebra, Calculus for Machine and Deep Learning
- Learn to use Python to Solve Maths Problems
- Learn Discrete Maths for Machine and Deep Learning
- Learn Probability theory for Machine and Deep Learning
- 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
Who this course is for
- Students and professionals
- Those who need to understand how to apply probability to solve problems
Specificatoin of Complete Math, Statistics & Probability for Machine Learning
- Publisher : Udemy
- Teacher : Donatus Obomighie
- Language : English
- Level : All Levels
- Number of Course : 723
- Duration : 30 hours and 6 minutes
Content on 2023-7
Requirements
- Basic maths
Pictures
Sample Clip
Installation Guide
Extract the files and watch with your favorite player
Subtitle : English
Quality: 720p
Download Links
Password file(s): www.downloadly.ir
File size
23.87 GB