Description
Complete Math, Statistics & Probability for Machine Learning, the math, statistics and probability training course for machine learning is published by Yudemy Academy. This is a very comprehensive course in mathematics, statistics and probability. You’ll learn everything from set theory, combinatorics, probability, statistics, and linear algebra to calculus with a wealth of challenges and solutions for business analytics, data science, data analytics, and machine learning. Mathematics, probability and statistics are the foundation of modern sciences such as machine learning, predictive risk management, inferential statistics and business decisions. A deep understanding of these issues will empower you to solve many everyday business and scientific forecasting and analytical problems. This course includes cases of collections, global collection, sub-collections of Sareh and Nasera, superset And the single-membered set becomes the null or empty set, power set, equal and equivalent set, etc.
What you will learn
- Learning linear algebra, calculus for machine and deep learning
- Learn to use Python to solve math problems
- Discrete Mathematical Learning for Machine and Deep Learning
- Learning probability theory for deep and machine learning
- Different types of distributions: normal, binomial, Poisson…
- Learn set theory, permutation and composition in detail
- Understanding how probability relates to statistics
- You will learn how to use Bayes theorem
- You will learn the laws of inconsistent and consistent probability events.
- You will learn independent and non-independent probability events
Who is this course suitable for?
- Students and professionals
- Those who want to know how to use probability to solve problems
Details of the Complete Math, Statistics & Probability for Machine Learning course
- Publisher: Udemy
- teacher : Donatus Obomighie
- English language
- Education level: all levels
- Number of courses: 723
- Training duration: 30 hours and 6 minutes
At the beginning of the course seasons on 2023-6
Course prerequisites
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
23.87 GB
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