[ CourseBoat.com ] Udemy - 2022 Probability & Statistics for Machine Learning

Other

Size

2.2 GB

Seeders

Leechers

Files

Category

Other

Added

12/06/21 at 8:34am GMT+1

Status

Verified by VeriPLUS

Infohash

d4a7fd8e8371827397bdda23e0eb7fe99b6e81e6

Direct link Torrent file Download now

Description

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

File list

[ CourseBoat.com ] Udemy - 2022 Probability & Statistics for Machine Learning
~Get Your Files Here !/1. Set Theory/1. Please Read Me.html 175 B
~Get Your Files Here !/1. Set Theory/10. Cardinality of Set.mp4 3.6 MB
~Get Your Files Here !/1. Set Theory/10. Cardinality of Set.srt 1.5 KB
~Get Your Files Here !/1. Set Theory/11. Set Operations Union, Intersection, Compliment, Disjoint and Non Disjoint Sets.mp4 39.2 MB
~Get Your Files Here !/1. Set Theory/11. Set Operations Union, Intersection, Compliment, Disjoint and Non Disjoint Sets.srt 13.2 KB
~Get Your Files Here !/1. Set Theory/12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....mp4 39.9 MB
~Get Your Files Here !/1. Set Theory/12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....srt 13 KB
~Get Your Files Here !/1. Set Theory/13. Set Exercise & Solution 1.mp4 7.4 MB
~Get Your Files Here !/1. Set Theory/13. Set Exercise & Solution 1.srt 1.7 KB
~Get Your Files Here !/1. Set Theory/14. Set Exercise & Solution 2.mp4 4 MB
~Get Your Files Here !/1. Set Theory/14. Set Exercise & Solution 2.srt 1.6 KB
~Get Your Files Here !/1. Set Theory/15. Set Exercise & Solution 3.mp4 4.6 MB
~Get Your Files Here !/1. Set Theory/15. Set Exercise & Solution 3.srt 1 KB
~Get Your Files Here !/1. Set Theory/16. Finite vs Infinite Set.mp4 7 MB
~Get Your Files Here !/1. Set Theory/16. Finite vs Infinite Set.srt 2.2 KB
~Get Your Files Here !/1. Set Theory/17. Range and Domain Sets.mp4 26.6 MB
~Get Your Files Here !/1. Set Theory/17. Range and Domain Sets.srt 11.9 KB
~Get Your Files Here !/1. Set Theory/18. Number Sets Prime, Odd, Even, Multiple, Odd-Prime, Divisibility.mp4 18.3 MB
~Get Your Files Here !/1. Set Theory/18. Number Sets Prime, Odd, Even, Multiple, Odd-Prime, Divisibility.srt 6.4 KB
~Get Your Files Here !/1. Set Theory/19. General Number Sets.mp4 30.1 MB
~Get Your Files Here !/1. Set Theory/19. General Number Sets.srt 8.4 KB
~Get Your Files Here !/1. Set Theory/2. What is Set.mp4 16.2 MB
~Get Your Files Here !/1. Set Theory/2. What is Set.srt 6.2 KB
~Get Your Files Here !/1. Set Theory/20. Set Exercise & Solution 4.mp4 6.9 MB
~Get Your Files Here !/1. Set Theory/20. Set Exercise & Solution 4.srt 1.9 KB
~Get Your Files Here !/1. Set Theory/21. Set Exercise & Solution 5.mp4 10.2 MB
~Get Your Files Here !/1. Set Theory/21. Set Exercise & Solution 5.srt 2.3 KB
~Get Your Files Here !/1. Set Theory/22. Set Exercise & Solution 6.mp4 4.4 MB
~Get Your Files Here !/1. Set Theory/22. Set Exercise & Solution 6.srt 1.6 KB
~Get Your Files Here !/1. Set Theory/23. Set Exercise & Solution 7.mp4 7.5 MB
~Get Your Files Here !/1. Set Theory/23. Set Exercise & Solution 7.srt 1.4 KB
~Get Your Files Here !/1. Set Theory/24. Set Exercise & Solution 8.mp4 5.2 MB
~Get Your Files Here !/1. Set Theory/24. Set Exercise & Solution 8.srt 1.9 KB
~Get Your Files Here !/1. Set Theory/25. Set Exercise & Solution 9.mp4 3.2 MB
~Get Your Files Here !/1. Set Theory/25. Set Exercise & Solution 9.srt 989 B
~Get Your Files Here !/1. Set Theory/26. Set Exercise & Solution 10.mp4 8.6 MB
~Get Your Files Here !/1. Set Theory/26. Set Exercise & Solution 10.srt 2.3 KB
~Get Your Files Here !/1. Set Theory/27. Venn Diagram.mp4 17.5 MB
~Get Your Files Here !/1. Set Theory/28. Set Exercise & Solution 11.mp4 2.3 MB
~Get Your Files Here !/1. Set Theory/28. Set Exercise & Solution 11.srt 1008 B
~Get Your Files Here !/1. Set Theory/29. Set Exercise & Solution 12.mp4 14.8 MB
~Get Your Files Here !/1. Set Theory/29. Set Exercise & Solution 12.srt 3.7 KB
~Get Your Files Here !/1. Set Theory/3. Universal vs Subset.mp4 6.6 MB
~Get Your Files Here !/1. Set Theory/3. Universal vs Subset.srt 2.5 KB
~Get Your Files Here !/1. Set Theory/30. Set Exercise & Solution 13.mp4 9.2 MB
~Get Your Files Here !/1. Set Theory/30. Set Exercise & Solution 13.srt 2.6 KB
~Get Your Files Here !/1. Set Theory/31. Set Exercise & Solution 14.mp4 4.4 MB
~Get Your Files Here !/1. Set Theory/31. Set Exercise & Solution 14.srt 1020 B
~Get Your Files Here !/1. Set Theory/32. Set Exercise & Solution 15.mp4 19 MB
~Get Your Files Here !/1. Set Theory/32. Set Exercise & Solution 15.srt 3.7 KB
~Get Your Files Here !/1. Set Theory/4. Proper vs Improper Subset.mp4 28.9 MB
~Get Your Files Here !/1. Set Theory/4. Proper vs Improper Subset.srt 9.3 KB
~Get Your Files Here !/1. Set Theory/5. Singleton Set.mp4 2.6 MB
~Get Your Files Here !/1. Set Theory/5. Singleton Set.srt 1.1 KB
~Get Your Files Here !/1. Set Theory/6. Null or Empty Set.mp4 4.3 MB
~Get Your Files Here !/1. Set Theory/6. Null or Empty Set.srt 2.3 KB
~Get Your Files Here !/1. Set Theory/7. Power Set.mp4 13.6 MB
~Get Your Files Here !/1. Set Theory/7. Power Set.srt 5.1 KB
~Get Your Files Here !/1. Set Theory/8. Equal vs Equivalent Sets.mp4 4.9 MB
~Get Your Files Here !/1. Set Theory/8. Equal vs Equivalent Sets.srt 1.6 KB
~Get Your Files Here !/1. Set Theory/9. Set Builder Notation.mp4 10.4 MB
~Get Your Files Here !/1. Set Theory/9. Set Builder Notation.srt 4.8 KB
~Get Your Files Here !/10. Conditional Probability/1. Conditional Probability.mp4 5.2 MB
~Get Your Files Here !/10. Conditional Probability/1. Conditional Probability.srt 1.4 KB
~Get Your Files Here !/11. Theorem of Total Probability/1. Theorem of Total Probability.mp4 33.3 MB
~Get Your Files Here !/11. Theorem of Total Probability/1. Theorem of Total Probability.srt 8.7 KB
~Get Your Files Here !/11. Theorem of Total Probability/2. Theorem of Total Probability - Exceptional Case.mp4 21.2 MB
~Get Your Files Here !/11. Theorem of Total Probability/2. Theorem of Total Probability - Exceptional Case.srt 6.5 KB
~Get Your Files Here !/12. Bayes' Theorem/1. Bayes' Theorem.mp4 25.8 MB
~Get Your Files Here !/12. Bayes' Theorem/1. Bayes' Theorem.srt 7.2 KB
~Get Your Files Here !/12. Bayes' Theorem/2. Bayes' Theorem - Exceptional Case.mp4 1.7 MB
~Get Your Files Here !/12. Bayes' Theorem/2. Bayes' Theorem - Exceptional Case.srt 615 B
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/1. Decision Tree of Probability.mp4 34.7 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/1. Decision Tree of Probability.srt 10.2 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/2. Decision Tree on Dependent Events - Exercise and Solution.mp4 8.9 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/2. Decision Tree on Dependent Events - Exercise and Solution.srt 2.8 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/3. Decision Tree on Dependent Events - Exercise and Solution.mp4 19.3 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/3. Decision Tree on Dependent Events - Exercise and Solution.srt 4.4 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/4. Decision Tree on Total Probability - Exercise and Solution.mp4 11.7 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/4. Decision Tree on Total Probability - Exercise and Solution.srt 3.4 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/5. Exercise and Solution.mp4 7.2 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/5. Exercise and Solution.srt 1.6 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/6. Bayes' Theorem - Exercise and Solution.mp4 12 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/6. Bayes' Theorem - Exercise and Solution.srt 8.4 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/7. Total Probability - Exercise and Solution.mp4 15.6 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/7. Total Probability - Exercise and Solution.srt 3.7 KB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/8. Total Probability - Exercise and Solution.mp4 17 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/8. Total Probability - Exercise and Solution.srt 3.5 KB
~Get Your Files Here !/14. Importance of Probability/1. In Brief - Importance of Probability.mp4 7.6 MB
~Get Your Files Here !/14. Importance of Probability/1. In Brief - Importance of Probability.srt 2.6 KB
~Get Your Files Here !/15. Statistics/1. Introduction.mp4 7.8 MB
~Get Your Files Here !/15. Statistics/1. Introduction.srt 1.9 KB
~Get Your Files Here !/15. Statistics/2. Frequency and Tally.mp4 11.9 MB
~Get Your Files Here !/15. Statistics/2. Frequency and Tally.srt 3.7 KB
~Get Your Files Here !/15. Statistics/3. Population and Sample.mp4 10.3 MB
~Get Your Files Here !/15. Statistics/3. Population and Sample.srt 2 KB
~Get Your Files Here !/15. Statistics/4. Raw Data and Array.mp4 4 MB
~Get Your Files Here !/15. Statistics/4. Raw Data and Array.srt 1.2 KB

Rating

Not rated yet

Comments

No comments yet.

Similar torrents

Name	Size	Date
[GigaCourse.com] Udemy - Complete Linear Algebra for Data Science & Machine Learning Verified in Other	1.4 GB	04/14/20	7	0
[ FreeCryptoLearn.com ] Udemy - MQL5 MACHINE LEARNING 02 - Deep Learning For Algo-Trading Verified in Other	2.8 GB	04/09/24	5	1
Aggarwal C Probability and Statistics for Machine Learning A Textbook 2024 Verified in eBooks	18 MB	05/16/24	5	0
Udemy - Statistics and Probability Essentials for Machine Learning Verified in Other	1.8 GB	04/08/24	4	1
Brasil J Before Machine Learning Vol 3 Probability and Statistics for AI 2024 in eBooks	49 MB	04/25/25	4	1
Unpingco J Python for Probability,Statistics,and Machine Learning 3ed 2022 Verified in eBooks	8 MB	11/08/22	3	0
[FreeCourseSite.com] Udemy - Complete Math, Statistics & Probability for Machine Learning Verified in Other	23.4 GB	10/06/23	3	3
Udemy - Machine Learning Full Course for Absolute Beginners Verified in Other	640 MB	11/16/23	3	0
Udemy - Fundamentals of Python, Machine Learning for Consultants Verified in Other	1.9 GB	02/29/24	3	1
Python for Probability, Statistics, and Machine Learning Verified in eBooks	9 MB	07/10/18	2	1
[GigaCourse.Com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass Verified in Other	16.3 GB	04/24/23	2	1
[ CourseBoat.com ] Udemy - Japanese listening learning. 10 minutes a day for beginners! Verified in Other	3.7 GB	05/07/22	1	0
Udemy - Machine Learning for Absolute Beginners - Level 2 Verified in Other	711 MB	11/30/23	1	0
Udemy - Support Vector Machines For Regression - Machine Learning Verified in Other	668 MB	04/30/24	1	0
[FreeCourseSite.com] Udemy - Machine Learning for Apps Verified in Other	1.3 GB	08/21/18	0	3