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[ CourseBoat.com ] Udemy - 2022 Probability & Statistics For Machine Learning
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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
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FILE LIST
Filename
Size
~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
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