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Title [FreeCourseSite.com] Udemy - Complete Math, Statistics & Probability for Machine Learning
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1. Addition Rule - Mutually Exclusive Events.mp4 89.35MB
1. Addition Rule - Mutually Exclusive Events.srt 4.77KB
1. Basic Properties of Mean.mp4 23.65MB
1. Basic Properties of Mean.srt 8.76KB
1. Bayes' Theorem.mp4 182.95MB
1. Bayes' Theorem.mp4 25.84MB
1. Bayes' Theorem.srt 9.30KB
1. Bayes' Theorem.srt 7.25KB
1. Check out my other courses.html 1.78KB
1. Conditional Probability.mp4 5.22MB
1. Conditional Probability.srt 1.43KB
1. Correlation.mp4 17.52MB
1. Correlation.srt 6.54KB
1. Decision Tree - Introduction.mp4 302.78MB
1. Decision Tree - Introduction.srt 17.78KB
1. Decision Tree of Probability.mp4 34.70MB
1. Decision Tree of Probability.srt 10.24KB
1. Dependent and Independent Events.mp4 7.64MB
1. Dependent and Independent Events.srt 2.98KB
1. Derived Definition Form of First Principle.mp4 7.03MB
1. Derived Definition Form of First Principle.srt 3.21KB
1. Empirical Probability.mp4 41.25MB
1. Empirical Probability.srt 1.95KB
1. Example.mp4 15.23MB
1. Example.mp4 3.39MB
1. Example.srt 6.32KB
1. Example.srt 2.00KB
1. Exercise & Solution 1.mp4 6.80MB
1. Exercise & Solution 1.srt 1.53KB
1. Hypergeometric Distribution.mp4 93.99MB
1. Hypergeometric Distribution.srt 5.05KB
1. Importance of Area Under Curve.mp4 2.98MB
1. Importance of Area Under Curve.srt 1.04KB
1. Importance of Calculus for Machine Learning.mp4 5.05MB
1. Importance of Calculus for Machine Learning.srt 1.41KB
1. Importance of Combinatorics for Machine Learning.mp4 5.58MB
1. Importance of Combinatorics for Machine Learning.srt 1.47KB
1. Importance of Combinatorics to Machine Learning.mp4 137.85MB
1. Importance of Combinatorics to Machine Learning.srt 7.76KB
1. Importance of Linear Algebra to Machine Learning.html 1.25KB
1. Importance of Logarithms for Machine Learning.mp4 18.86MB
1. Importance of Logarithms for Machine Learning.srt 5.04KB
1. Importance of Matrix for Machine Learning.mp4 3.18MB
1. Importance of Matrix for Machine Learning.srt 994B
1. Importance of Probability for Machine Learning.mp4 4.31MB
1. Importance of Probability for Machine Learning.srt 1.18KB
1. Importance of Set Theory for Machine Learning.mp4 2.96MB
1. Importance of Set Theory for Machine Learning.srt 946B
1. Importance of Statistics for Machine Learning.mp4 2.81MB
1. Importance of Statistics for Machine Learning.srt 863B
1. Introduction.mp4 5.50MB
1. Introduction.mp4 4.04MB
1. Introduction.mp4 1.67MB
1. Introduction.srt 488B
1. Introduction.srt 1.66KB
1. Introduction.srt 1.13KB
1. Mean Frequency Distribution.mp4 3.11MB
1. Mean Frequency Distribution.srt 864B
1. Measures of Spread (Variation Dispersion).mp4 2.45MB
1. Measures of Spread (Variation Dispersion).srt 913B
1. Median.mp4 8.53MB
1. Median.srt 2.93KB
1. Median Frequency Distribution.mp4 11.04MB
1. Median Frequency Distribution.srt 2.89KB
1. ML Success Starts Here Master Math, Probability & Statistics for ML!.html 1.70KB
1. Mode.mp4 3.71MB
1. Mode.srt 1.23KB
1. Multiplication Rule - Dependent and Independent Event.mp4 107.81MB
1. Multiplication Rule - Dependent and Independent Event.srt 6.90KB
1. Mutually Exclusive and Non-Mutually Exclusive Events.mp4 11.99MB
1. Mutually Exclusive and Non-Mutually Exclusive Events.srt 3.19KB
1. NumPy, After Linear Algebra.mp4 35.97MB
1. NumPy, After Linear Algebra.srt 5.31KB
1. Question and Answer 1.mp4 1.73MB
1. Question and Answer 1.srt 566B
1. Question and Solution 1.mp4 6.01MB
1. Question and Solution 1.mp4 12.79MB
1. Question and Solution 1.mp4 5.55MB
1. Question and Solution 1.mp4 10.28MB
1. Question and Solution 1.srt 2.74KB
1. Question and Solution 1.srt 4.66KB
1. Question and Solution 1.srt 2.44KB
1. Question and Solution 1.srt 3.55KB
1. Random Variable.mp4 131.00MB
1. Random Variable.srt 7.22KB
1. Regression - Linear, Multiple Regression....mp4 28.43MB
1. Regression - Linear, Multiple Regression....srt 7.43KB
1. Theorem of Total Probability.mp4 33.28MB
1. Theorem of Total Probability.srt 8.65KB
1. Theoretical Probability.mp4 20.00MB
1. Theoretical Probability.srt 869B
1. Understanding Chain Rule.mp4 16.40MB
1. Understanding Chain Rule.srt 5.84KB
1. Understanding Conditional Probability.mp4 124.24MB
1. Understanding Conditional Probability.srt 6.14KB
1. Understanding Determinant and Minor.mp4 227.76MB
1. Understanding Determinant and Minor.srt 10.59KB
1. Understanding EigenValue and EigenVector.mp4 15.06MB
1. Understanding EigenValue and EigenVector.srt 8.25KB
1. Understanding Euclidean Distance and Manhattan Distance.mp4 23.52MB
1. Understanding Euclidean Distance and Manhattan Distance.srt 10.59KB
1. Understanding Geometric Distribution and its formula.mp4 120.61MB
1. Understanding Geometric Distribution and its formula.srt 7.21KB
1. Understanding Mean Deviation.mp4 8.91MB
1. Understanding Mean Deviation.srt 4.10KB
1. Understanding Pearson and Spearman correlation.mp4 9.08MB
1. Understanding Pearson and Spearman correlation.srt 2.11KB
1. Understanding Product Rule.mp4 2.18MB
1. Understanding Product Rule.srt 857B
1. Understanding Quotient.mp4 6.28MB
1. Understanding Quotient.srt 3.01KB
1. Understanding Regression Error Metrics.mp4 26.88MB
1. Understanding Regression Error Metrics.srt 6.87KB
1. Understanding Second Derivatives.mp4 3.53MB
1. Understanding Second Derivatives.srt 1.80KB
1. Understanding Sensitivity and Specificity.mp4 125.10MB
1. Understanding Sensitivity and Specificity.srt 7.09KB
1. Understanding Special Derivatives.mp4 3.88MB
1. Understanding Special Derivatives.srt 1.28KB
1. Understanding Variance and Standard Deviation.mp4 7.60MB
1. Understanding Variance and Standard Deviation.srt 3.21KB
1. Understand the Theorem of Total Probability.mp4 247.20MB
1. Understand the Theorem of Total Probability.srt 12.75KB
1. Variable.mp4 13.71MB
1. Variable.srt 2.95KB
1. Weighted Mean.mp4 7.32MB
1. Weighted Mean.srt 1.47KB
1. What is experimental Probability.mp4 3.73MB
1. What is experimental Probability.srt 1.03KB
1. What is Range.mp4 1.18MB
1. What is Range.srt 419B
1. What is theoretical probability.mp4 2.85MB
1. What is theoretical probability.srt 1.05KB
10. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 1.mp4 38.91MB
10. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 1.srt 2.18KB
10. Bayes' Theorem - Exercise and Solution 3.mp4 74.33MB
10. Bayes' Theorem - Exercise and Solution 3.srt 3.63KB
10. Binomial Probability Distribution - Exercise and Solution 6.mp4 19.72MB
10. Binomial Probability Distribution - Exercise and Solution 6.srt 4.39KB
10. Cardinality of Set.mp4 3.64MB
10. Cardinality of Set.srt 1.50KB
10. Cofactor Minor Place Sign.mp4 14.13MB
10. Cofactor Minor Place Sign.srt 5.04KB
10. Cyclic Permutation - Exercise & Solution 5.mp4 19.39MB
10. Cyclic Permutation - Exercise & Solution 5.srt 1.06KB
10. Decision Tree - Exercise and Solution 8.mp4 65.48MB
10. Decision Tree - Exercise and Solution 8.srt 3.35KB
10. Empirical Probability - Exercise and Solution 9.mp4 7.11MB
10. Empirical Probability - Exercise and Solution 9.srt 233B
10. Exercise & Solution.mp4 5.91MB
10. Exercise & Solution.srt 2.63KB
10. Exercise & Solution 10.mp4 18.40MB
10. Exercise & Solution 10.srt 3.90KB
10. Exercise & Solution 6.mp4 2.75MB
10. Exercise & Solution 6.srt 1.13KB
10. Exercise and Solution 3.mp4 30.03MB
10. Exercise and Solution 3.srt 1.49KB
10. Exercise and Solution 8.mp4 5.53MB
10. Exercise and Solution 8.srt 2.47KB
10. General Probability - Exercise and Solution 6.mp4 53.70MB
10. General Probability - Exercise and Solution 6.srt 3.26KB
10. Geometric Distribution - Exercise 5.mp4 24.67MB
10. Geometric Distribution - Exercise 5.srt 1.57KB
10. Multiplication of Matrices - Two Matrices.mp4 244.83MB
10. Multiplication of Matrices - Two Matrices.srt 12.05KB
10. Multiplication Rule - Dependent Events - Exercise and Solution 2.mp4 78.58MB
10. Multiplication Rule - Dependent Events - Exercise and Solution 2.srt 4.70KB
10. Question and Answer 8.mp4 3.36MB
10. Question and Answer 8.srt 1.20KB
10. Question and Solution 8.mp4 879.72KB
10. Question and Solution 8.srt 477B
10. Theoretical Probability - Exercise and Solution 9.mp4 58.78MB
10. Theoretical Probability - Exercise and Solution 9.srt 3.49KB
10. Universal Quantifier - Example 1.mp4 30.33MB
10. Universal Quantifier - Example 1.srt 1.01KB
11. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 2.mp4 25.25MB
11. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 2.srt 1.55KB
11. Bayes' Theorem - Exercise and Solution 4.mp4 71.97MB
11. Bayes' Theorem - Exercise and Solution 4.srt 4.30KB
11. Binomial Probability Distribution - Exercise and Solution 7.mp4 12.67MB
11. Binomial Probability Distribution - Exercise and Solution 7.srt 2.85KB
11. Cofactor - Example.mp4 18.83MB
11. Cofactor - Example.srt 4.83KB
11. Decision Tree - Exercise 2.mp4 7.46MB
11. Decision Tree - Exercise 2.srt 531B
11. Digits Permutation - Exercise & Solution 1.mp4 141.80MB
11. Digits Permutation - Exercise & Solution 1.srt 8.82KB
11. Empirical Probability - Exercise and Solution 10.mp4 17.63MB
11. Empirical Probability - Exercise and Solution 10.srt 1.10KB
11. Exercise & Solution.mp4 17.76MB
11. Exercise & Solution.srt 6.38KB
11. Exercise & Solution 11.mp4 4.73MB
11. Exercise & Solution 11.srt 1.23KB
11. Exercise & Solution 7.mp4 7.48MB
11. Exercise & Solution 7.srt 1.90KB
11. Exercise and Solution 1.mp4 31.81MB
11. Exercise and Solution 1.srt 1.95KB
11. Exercise and Solution 4.mp4 41.43MB
11. Exercise and Solution 4.srt 1.92KB
11. Exercise and Solution 9.mp4 2.21MB
11. Exercise and Solution 9.srt 999B
11. General Probability - Exercise and Solution 7.mp4 19.49MB
11. General Probability - Exercise and Solution 7.srt 1.22KB
11. Multiplication Rule - Dependent Events - Exercise and Solution 3.mp4 19.40MB
11. Multiplication Rule - Dependent Events - Exercise and Solution 3.srt 1.20KB
11. Question and Answer 9.mp4 5.99MB
11. Question and Answer 9.srt 1.58KB
11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.mp4 39.18MB
11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.srt 13.24KB
11. Universal Quantifier - Example 2.mp4 33.58MB
11. Universal Quantifier - Example 2.srt 1.27KB
12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....mp4 39.91MB
12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....srt 12.98KB
12. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 3.mp4 30.94MB
12. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 3.srt 1.79KB
12. Adjoint of a Square Matrix.mp4 13.44MB
12. Adjoint of a Square Matrix.srt 3.99KB
12. Bayes' Theorem - Exercise and Solution 5.mp4 67.29MB
12. Bayes' Theorem - Exercise and Solution 5.srt 4.66KB
12. Binomial Probability Distribution - Exercise and Solution 8.mp4 84.64MB
12. Binomial Probability Distribution - Exercise and Solution 8.srt 3.60KB
12. Decision Tree - Exercise and Solution 9.mp4 74.11MB
12. Decision Tree - Exercise and Solution 9.srt 4.47KB
12. Digits Permutation - Exercise & Solution 2.mp4 16.38MB
12. Digits Permutation - Exercise & Solution 2.srt 1.03KB
12. Empirical Probability - Exercise and Solution 11.mp4 15.45MB
12. Empirical Probability - Exercise and Solution 11.srt 739B
12. Exercise & Solution.mp4 955.32KB
12. Exercise & Solution.srt 477B
12. Exercise & Solution 12.mp4 8.44MB
12. Exercise & Solution 12.srt 1.91KB
12. Exercise & Solution 8.mp4 5.68MB
12. Exercise & Solution 8.srt 1.96KB
12. Exercise and Solution 10.mp4 4.25MB
12. Exercise and Solution 10.srt 2.21KB
12. Exercise and Solution 2.mp4 71.83MB
12. Exercise and Solution 2.srt 3.46KB
12. Exercise and Solution 5.mp4 25.34MB
12. Exercise and Solution 5.srt 1.26KB
12. General Probability - Exercise and Solution 8.mp4 14.80MB
12. General Probability - Exercise and Solution 8.srt 829B
12. Multiplication Rule - Dependent Events - Exercise and Solution 4.mp4 19.04MB
12. Multiplication Rule - Dependent Events - Exercise and Solution 4.srt 1.08KB
12. Question and Answer 10.mp4 22.55MB
12. Question and Answer 10.srt 5.22KB
12. Universal Quantifier - Example 3.mp4 22.66MB
12. Universal Quantifier - Example 3.srt 1.21KB
13. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 4.mp4 31.17MB
13. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 4.srt 1.82KB
13. Bayes' Theorem - Exercise and Solution 6.mp4 35.70MB
13. Bayes' Theorem - Exercise and Solution 6.srt 2.31KB
13. Binomial Probability Distribution - Exercise 1.mp4 3.43MB
13. Binomial Probability Distribution - Exercise 1.srt 326B
13. Decision Tree - Exercise and Solution 10.mp4 63.77MB
13. Decision Tree - Exercise and Solution 10.srt 3.82KB
13. Digits Permutation - Exercise & Solution 3.mp4 11.02MB
13. Digits Permutation - Exercise & Solution 3.srt 643B
13. Empirical Probability - Exercise and Solution 12.mp4 17.24MB
13. Empirical Probability - Exercise and Solution 12.srt 857B
13. Exercise & Solution 13.mp4 37.11MB
13. Exercise & Solution 13.srt 9.56KB
13. Exercise & Solution 9.mp4 996.70KB
13. Exercise & Solution 9.srt 532B
13. Exercise and Solution 3.mp4 40.33MB
13. Exercise and Solution 3.srt 1.47KB
13. Exercise and Solution 6.mp4 31.36MB
13. Exercise and Solution 6.srt 1.37KB
13. General Probability - Exercise and Solution 9.mp4 15.27MB
13. General Probability - Exercise and Solution 9.srt 861B
13. Indices Involving Equation.mp4 2.76MB
13. Indices Involving Equation.srt 1.35KB
13. Inverse of Matrix.mp4 16.94MB
13. Inverse of Matrix.srt 5.31KB
13. More Factorial vs Permutation.mp4 15.73MB
13. More Factorial vs Permutation.srt 8.58KB
13. Set Exercise & Solution 1.mp4 7.08MB
13. Set Exercise & Solution 1.srt 1.51KB
13. Universal Quantifier - Example 4.mp4 24.02MB
13. Universal Quantifier - Example 4.srt 957B
14. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 5.mp4 33.71MB
14. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 5.srt 2.40KB
14. Bayes' Theorem - Exercise 1.mp4 11.98MB
14. Bayes' Theorem - Exercise 1.srt 653B
14. Binomial Probability Distribution - Exercise 2.mp4 15.07MB
14. Binomial Probability Distribution - Exercise 2.srt 770B
14. Decision Tree - Exercise and Solution 11.mp4 98.45MB
14. Decision Tree - Exercise and Solution 11.srt 5.17KB
14. Digits Permutation - Exercise & Solution 4.mp4 33.23MB
14. Digits Permutation - Exercise & Solution 4.srt 1.83KB
14. Empirical Probability - Exercise and Solution 13.mp4 13.09MB
14. Empirical Probability - Exercise and Solution 13.srt 728B
14. Exercise & Solution.mp4 3.28MB
14. Exercise & Solution.srt 1.13KB
14. Exercise & Solution 10.mp4 4.31MB
14. Exercise & Solution 10.srt 1.10KB
14. Exercise & Solution 14.mp4 48.15MB
14. Exercise & Solution 14.srt 8.64KB
14. Exercise and Solution 11.mp4 8.12MB
14. Exercise and Solution 11.srt 2.22KB
14. Exercise and Solution 3.mp4 41.79MB
14. Exercise and Solution 3.srt 1.60KB
14. Exercise for you 1.mp4 6.98MB
14. Exercise for you 1.srt 416B
14. General Probability - Exercise and Solution 10.mp4 8.18MB
14. General Probability - Exercise and Solution 10.srt 555B
14. Inverse of Matrix - Example.mp4 10.07MB
14. Inverse of Matrix - Example.srt 2.83KB
14. Set Exercise & Solution 2.mp4 3.97MB
14. Set Exercise & Solution 2.srt 1.62KB
14. Universal Quantifier - Example 5.mp4 21.12MB
14. Universal Quantifier - Example 5.srt 723B
15. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 6.mp4 56.40MB
15. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 6.srt 3.35KB
15. Bayes' Theorem - Exercise 2.mp4 10.94MB
15. Bayes' Theorem - Exercise 2.srt 779B
15. Binomial Probability Distribution - Exercise 3.mp4 7.32MB
15. Binomial Probability Distribution - Exercise 3.srt 621B
15. Decision Tree - Exercise and Solution 12.mp4 80.70MB
15. Decision Tree - Exercise and Solution 12.srt 4.66KB
15. Digits Permutation - Exercise & Solution 5.mp4 25.27MB
15. Digits Permutation - Exercise & Solution 5.srt 1.79KB
15. Empirical Probability - Exercise and Solution 14.mp4 11.52MB
15. Empirical Probability - Exercise and Solution 14.srt 897B
15. Exercise & Solution.mp4 4.07MB
15. Exercise & Solution.srt 1.30KB
15. Exercise & Solution 1.mp4 2.32MB
15. Exercise & Solution 1.srt 862B
15. Exercise & Solution 15.mp4 3.50MB
15. Exercise & Solution 15.srt 921B
15. Exercise and Solution 12.mp4 9.14MB
15. Exercise and Solution 12.srt 3.11KB
15. Exercise and Solution 4.mp4 69.33MB
15. Exercise and Solution 4.srt 3.80KB
15. Exercise for you 2.mp4 14.06MB
15. Exercise for you 2.srt 940B
15. General Probability - Exercise and Solution 11.mp4 37.42MB
15. General Probability - Exercise and Solution 11.srt 2.14KB
15. Set Exercise & Solution 3.mp4 4.58MB
15. Set Exercise & Solution 3.srt 1.02KB
15. Universal Quantifier - Example 6.mp4 42.87MB
15. Universal Quantifier - Example 6.srt 1.84KB
16. Bayes' Theorem - Exercise 3.mp4 11.06MB
16. Bayes' Theorem - Exercise 3.srt 715B
16. Binomial Probability Distribution - Exercise 4.mp4 43.35MB
16. Binomial Probability Distribution - Exercise 4.srt 2.21KB
16. Decision Tree - Exercise and Solution 13.mp4 64.33MB
16. Decision Tree - Exercise and Solution 13.srt 3.67KB
16. Digits Permutation - Exercise & Solution 5.mp4 26.56MB
16. Digits Permutation - Exercise & Solution 5.srt 1.37KB
16. Empirical Probability - Exercise and Solution 15.mp4 14.29MB
16. Empirical Probability - Exercise and Solution 15.srt 992B
16. Exercise & Solution.mp4 15.27MB
16. Exercise & Solution.srt 4.68KB
16. Exercise & Solution 16.mp4 7.00MB
16. Exercise & Solution 16.srt 1.43KB
16. Exercise & Solution 2.mp4 4.28MB
16. Exercise & Solution 2.srt 1.14KB
16. Exercise and Solution 13.mp4 1.30MB
16. Exercise and Solution 13.srt 959B
16. Exercise and Solution 5.mp4 37.33MB
16. Exercise and Solution 5.srt 1.60KB
16. Exercise for you 3.mp4 9.66MB
16. Exercise for you 3.srt 506B
16. Finite vs Infinite Set.mp4 6.96MB
16. Finite vs Infinite Set.srt 2.24KB
16. General Probability - Exercise and Solution 12.mp4 13.78MB
16. General Probability - Exercise and Solution 12.srt 858B
16. Universal Quantifier - Example 7.mp4 46.17MB
16. Universal Quantifier - Example 7.srt 2.19KB
17. Bayes' Theorem - Exercise 4.mp4 11.14MB
17. Bayes' Theorem - Exercise 4.srt 784B
17. Binomial Probability Distribution - Exercise 5.mp4 27.77MB
17. Binomial Probability Distribution - Exercise 5.srt 1.50KB
17. Decision Tree - Exercise 3.mp4 5.68MB
17. Decision Tree - Exercise 3.srt 518B
17. Empirical Probability - Exercise and Solution 16.mp4 12.97MB
17. Empirical Probability - Exercise and Solution 16.srt 708B
17. Exercise & Solution 17.mp4 8.34MB
17. Exercise & Solution 17.srt 1.67KB
17. Exercise & Solution 3.mp4 5.98MB
17. Exercise & Solution 3.srt 1.94KB
17. Exercise and Solution 14.mp4 4.43MB
17. Exercise and Solution 14.srt 1.76KB
17. Exercise and Solution 6.mp4 125.02MB
17. Exercise and Solution 6.srt 6.04KB
17. Exercise for you 4.mp4 10.17MB
17. Exercise for you 4.srt 494B
17. Letters Permutation - Exercise & Solution 1.mp4 34.30MB
17. Letters Permutation - Exercise & Solution 1.srt 1.75KB
17. Range and Domain Sets.mp4 26.59MB
17. Range and Domain Sets.srt 11.92KB
17. Universal Quantifier - Example 8.mp4 21.87MB
17. Universal Quantifier - Example 8.srt 1.19KB
18. Binomial Probability Distribution - Exercise 6.mp4 4.97MB
18. Binomial Probability Distribution - Exercise 6.srt 398B
18. Decision Tree - Exercise 4.mp4 4.93MB
18. Decision Tree - Exercise 4.srt 352B
18. Empirical Probability - Exercise and Solution 17.mp4 8.91MB
18. Empirical Probability - Exercise and Solution 17.srt 551B
18. Exercise & Solution 18.mp4 10.07MB
18. Exercise & Solution 18.srt 1.78KB
18. Exercise & Solution 4.mp4 2.89MB
18. Exercise & Solution 4.srt 581B
18. Exercise and Solution 15.mp4 4.39MB
18. Exercise and Solution 15.srt 1.70KB
18. Exercise and Solution 7.mp4 59.56MB
18. Exercise and Solution 7.srt 2.74KB
18. Exercise for you 5.mp4 7.60MB
18. Exercise for you 5.srt 464B
18. Letters Permutation - Exercise & Solution 2.mp4 42.07MB
18. Letters Permutation - Exercise & Solution 2.srt 2.41KB
18. Number Sets Prime, Odd, Even, Multiple, Odd-Prime, Divisibility.mp4 18.36MB
18. Number Sets Prime, Odd, Even, Multiple, Odd-Prime, Divisibility.srt 6.44KB
18. Universal Quantifier - Example 9.mp4 23.99MB
18. Universal Quantifier - Example 9.srt 1.15KB
19. Binomial Probability Distribution - Exercise 7.mp4 4.55MB
19. Binomial Probability Distribution - Exercise 7.srt 322B
19. Decision Tree - Exercise 5.mp4 5.50MB
19. Decision Tree - Exercise 5.srt 468B
19. Empirical Probability - Exercise and Solution 18.mp4 11.24MB
19. Empirical Probability - Exercise and Solution 18.srt 449B
19. Exercise & Solution 19.mp4 8.15MB
19. Exercise & Solution 19.srt 1.90KB
19. Exercise & Solution 5.mp4 3.92MB
19. Exercise & Solution 5.srt 1.25KB
19. Exercise and Solution 16.mp4 8.15MB
19. Exercise and Solution 16.srt 3.09KB
19. Exercise and Solution 8.mp4 49.33MB
19. Exercise and Solution 8.srt 2.20KB
19. Exercise for you 6.mp4 9.62MB
19. Exercise for you 6.srt 610B
19. General Number Sets.mp4 30.06MB
19. General Number Sets.srt 8.37KB
19. Letters Permutation - Exercise & Solution 3.mp4 37.21MB
19. Letters Permutation - Exercise & Solution 3.srt 2.40KB
19. Set-builder Notation - Explained.mp4 90.21MB
19. Set-builder Notation - Explained.srt 4.69KB
2. Addition Rule - Mutually Exclusive Events - Exercise and Solution 1.mp4 28.53MB
2. Addition Rule - Mutually Exclusive Events - Exercise and Solution 1.srt 1.58KB
2. Basic Properties of Variance and Standard Deviation.mp4 6.22MB
2. Basic Properties of Variance and Standard Deviation.srt 2.06KB
2. Bayes' Theorem - Exceptional Case.mp4 1.69MB
2. Bayes' Theorem - Exceptional Case.srt 615B
2. Bayes' Theorem Formula.mp4 45.44MB
2. Bayes' Theorem Formula.srt 2.77KB
2. Binomial Probability Distribution.mp4 96.79MB
2. Binomial Probability Distribution.srt 5.21KB
2. Collinearity.mp4 15.56MB
2. Collinearity.srt 3.70KB
2. Conditional Probability - Exercise and Solution 1.mp4 65.35MB
2. Conditional Probability - Exercise and Solution 1.srt 3.67KB
2. Decision Tree - Exercise and Solution 1.mp4 80.59MB
2. Decision Tree - Exercise and Solution 1.srt 5.40KB
2. Decision Tree on Dependent Events - Exercise and Solution.mp4 8.89MB
2. Decision Tree on Dependent Events - Exercise and Solution.srt 2.79KB
2. Empirical Probability - Exercise and Solution 1.mp4 17.06MB
2. Empirical Probability - Exercise and Solution 1.srt 916B
2. Example 1.mp4 4.47MB
2. Example 1.srt 2.54KB
2. Exercise & Solution 1.mp4 7.15MB
2. Exercise & Solution 1.mp4 14.73MB
2. Exercise & Solution 1.mp4 5.90MB
2. Exercise & Solution 1.mp4 4.07MB
2. Exercise & Solution 1.srt 3.35KB
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4. Root Mean Squared Error.mp4 1.10MB
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4. Spearman Example.mp4 40.25MB
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4. Theorem of Total Probability - Exercise and Solution 3.mp4 42.20MB
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4. Theoretical Probability - Exercise and Solution 3.mp4 48.20MB
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4. Transpose of Matrix.mp4 32.68MB
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4. True Positive, True Negative, False Positive & False Negative.mp4 117.26MB
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40. Change Base In Logarithm.mp4 4.55MB
40. Change Base In Logarithm.srt 2.10KB
40. Combination - Exercise & Solution 8.mp4 132.46MB
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40. Equal - Equivalent - Identical Sets.mp4 31.88MB
40. Equal - Equivalent - Identical Sets.srt 1.40KB
41. Combination - Exercise & Solution 9.mp4 67.77MB
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41. Exercise and Solution 11.mp4 6.88MB
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41. Principle of Extensionality.mp4 180.34MB
41. Principle of Extensionality.srt 8.55KB
42. Combination - Exercise & Solution 10.mp4 84.89MB
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42. Exercise and Solution 12.mp4 5.68MB
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42. Is Empty Set equal to the Set of an Empty Set.mp4 82.69MB
42. Is Empty Set equal to the Set of an Empty Set.srt 4.26KB
43. Exercise and Solution 13.mp4 12.39MB
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43. Python for Factorial - Include Exercises and Solutions.mp4 12.81MB
43. Python for Factorial - Include Exercises and Solutions.srt 3.48KB
43. Singleton Set.mp4 30.51MB
43. Singleton Set.srt 1.82KB
44.1 Python for Combination.ipynb 6.00KB
44. CODE Python for Factorial.html 1.06KB
44. Exercise and Solution 14.mp4 3.83MB
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44. Finite and Infinite Sets.mp4 151.01MB
44. Finite and Infinite Sets.srt 8.35KB
45. Logarithm to Base 10 and Base e.mp4 9.92MB
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45. Python for Permutation - Include Exercises and Solutions.mp4 16.00MB
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45. Subset (Set Operation).mp4 115.45MB
45. Subset (Set Operation).srt 5.14KB
46.1 Python for Permutation.ipynb 2.90KB
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46. Superset (Set Operation).mp4 45.59MB
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47. Power Set (Set Operation).mp4 142.60MB
47. Power Set (Set Operation).srt 8.10KB
47. Python for Combination - Include Exercises and Solutions.mp4 34.17MB
47. Python for Combination - Include Exercises and Solutions.srt 7.62KB
48.1 Python for Combination.ipynb 6.00KB
48. CODE Python for Combination.html 1.06KB
48. Power Set of Empty Set.mp4 63.33MB
48. Power Set of Empty Set.srt 3.76KB
49. Union Set (Set Operation).mp4 82.97MB
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5. Addition Rule - Mutually Exclusive Events - Exercise and Solution 4.mp4 25.31MB
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5. Bayes Theorem Formula for True Positive, True Negative, False Positive....mp4 126.68MB
5. Bayes Theorem Formula for True Positive, True Negative, False Positive....srt 6.78KB
5. Binomial Probability Distribution - Exercise and Solution 1.mp4 24.40MB
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5. Cofactor of Matrix.mp4 76.05MB
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5. Combination.mp4 9.50MB
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5. Conditional Probability - Exercise and Solution 4.mp4 52.14MB
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5. Decision Tree - Exercise and Solution 4.mp4 126.68MB
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5. Different Types of Matrices - Part II.mp4 400.67MB
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5. Empirical Probability - Exercise and Solution 4.mp4 12.09MB
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5. Example 4.mp4 13.08MB
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5. Exercise & Solution 1.mp4 9.80MB
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5. General Probability - Exercise and Solution 1.mp4 24.88MB
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5. Geometric Distribution - Exercise and Solution 4.mp4 13.28MB
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5. Hypergeometric Distribution - Exercise.mp4 17.39MB
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5. Key Features of a Set.mp4 45.95MB
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5. Multiplication Rule - Independent Events - Exercise and Solution 4.mp4 22.74MB
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5. Pearson Example.mp4 22.73MB
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5. Permutation vs Combination - Many Examples.mp4 310.04MB
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5. R-Squared or Coefficient of Determination.mp4 8.07MB
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5. Sensitivity and Specificity - Exercise and Solution 4.mp4 45.14MB
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5. Singleton Set.mp4 2.55MB
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5. Square of Matrix.mp4 2.78MB
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50. Exercise & Solution 1 - Union (Set Operation).mp4 46.70MB
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51. Exercise & Solution 2 - Union (Set Operation).mp4 25.87MB
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53. Intersection (Set Operation).mp4 67.38MB
53. Intersection (Set Operation).srt 3.47KB
54. Exercise & Solution 1 - Intersection (Set Operation).mp4 30.81MB
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55. Exercise & Solution 2 - Intersection (Set Operation).mp4 54.13MB
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56. Exercise & Solution 3 - Intersection (Set Operation).mp4 54.77MB
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57. Disjoint & Non-Disjoint Sets.mp4 64.39MB
57. Disjoint & Non-Disjoint Sets.srt 3.28KB
58. Exercise & Solution 1 - Disjoint & Non-Disjoint Sets.mp4 15.05MB
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59. Exercise & Solution 2 - Disjoint & Non-Disjoint Sets.mp4 49.27MB
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6. Addition Rule - Mutually Exclusive Events - Exercise and Solution 5.mp4 23.28MB
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6. Adjoint of Matrix.mp4 141.52MB
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6. Adjusted R-Squared.mp4 2.93MB
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6. Bayes' Theorem - Exercise and Solution.mp4 38.37MB
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6. Binomial Probability Distribution - Exercise and Solution 2.mp4 33.99MB
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6. Cyclic Permutation - Exercise & Solution 1.mp4 30.92MB
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6. Decision Tree - Exercise and Solution 5.mp4 34.44MB
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6. Empirical Probability - Exercise and Solution 5.mp4 54.52MB
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6. Equal Matrices.mp4 36.49MB
6. Equal Matrices.srt 1.62KB
6. Exercise & Solution.mp4 9.78MB
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6. More on True Positive, True Negative, False Positive & False Negative.mp4 108.15MB
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6. Multiplication Rule - Independent Events - Exercise and Solution 5.mp4 28.67MB
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6. Null or an Empty Set.mp4 23.07MB
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6. Sensitivity and Specificity - Exercise and Solution 5.mp4 36.23MB
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6. Theorem of Total Probability - Exercise 2.mp4 8.02MB
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6. Theoretical Probability - Exercise and Solution 5.mp4 38.50MB
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6. Transpose - Matrix.mp4 5.65MB
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60. Exercise & Solution 3 - Disjoint & Non-Disjoint Sets.mp4 44.83MB
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61. Exercise & Solution 4 - Disjoint & Non-Disjoint Sets.mp4 26.24MB
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62. Exercise & Solution 5 - Disjoint & Non-Disjoint Sets.mp4 56.52MB
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64. Exercise & Solution 7 - Disjoint & Non-Disjoint Sets.mp4 38.55MB
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65. Negation.mp4 80.23MB
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66. There Exist.mp4 87.46MB
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67. Set Difference.mp4 65.32MB
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68. Symmetric Difference.mp4 111.54MB
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69. Cartesian Product.mp4 44.57MB
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7. Addition and Subtraction of Matrices.mp4 83.72MB
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7. Addition Rule - Mutually Exclusive Events - Exercise and Solution 6.mp4 24.99MB
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7. A Set as an Object.mp4 55.24MB
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7. Bayes. Theorem - Exercise and Solution 1.mp4 326.36MB
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7. Binomial Probability Distribution - Exercise and Solution 3.mp4 27.61MB
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7. Cyclic Permutation - Exercise & Solution 2.mp4 13.40MB
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7. Decision Tree - Exercise and Solution 6.mp4 53.98MB
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7. General Probability - Exercise and Solution 3.mp4 51.76MB
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7. Geometric Distribution - Exercise 2.mp4 6.00MB
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7. Inverse of Matrix.mp4 94.59MB
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7. Multiplication Rule - Independent Events - Exercise and Solution 6.mp4 34.07MB
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7. Power Set.mp4 13.60MB
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7. Sensitivity and Specificity - Exercise 1.mp4 4.43MB
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7. Special Matrix.mp4 16.02MB
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7. Summary on Regression Error Metrics.mp4 11.68MB
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7. Theorem of Total Probability - Exercise 3.mp4 4.27MB
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7. Theoretical Probability - Exercise and Solution 6.mp4 29.35MB
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7. Total Probability - Exercise and Solution.mp4 15.58MB
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70. Common Sets Symbols.mp4 103.49MB
70. Common Sets Symbols.srt 6.26KB
71. Venn Diagram - Introduction.mp4 158.30MB
71. Venn Diagram - Introduction.srt 7.44KB
72. Venn Diagram - Two Sets Relationships.mp4 335.03MB
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73. Venn Diagram - By Example.mp4 128.74MB
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74. Venn Diagram - Three Sets.mp4 200.33MB
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76. Venn Diagram - Four Sets By Example.mp4 268.02MB
76. Venn Diagram - Four Sets By Example.srt 15.92KB
77. List of Set Theory Laws.mp4 53.48MB
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78. Identity Laws.mp4 74.19MB
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79. Idempotent laws.mp4 36.81MB
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8. Addition Rule - Mutually Exclusive Events - Exercise and Solution 7.mp4 56.70MB
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8. Binomial Probability Distribution - Exercise and Solution 4.mp4 38.16MB
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8. Commutative and Associative Properties of Addition of Matrices.mp4 89.29MB
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8. Cyclic Permutation - Exercise & Solution 3.mp4 12.61MB
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8. Decision Tree - Exercise and Solution 7.mp4 67.87MB
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8. Decision Tree for True Positive, True Negative, False Positive & False Negative.mp4 96.06MB
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8. Determinant of Matrix.mp4 9.53MB
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8. Element of a Set.mp4 22.50MB
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8. Equal vs Equivalent Sets.mp4 4.95MB
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8. Multiplication Rule - Independent Events - Exercise and Solution 7.mp4 40.71MB
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8. Theoretical Probability - Exercise and Solution 7.mp4 14.92MB
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8. Total Probability - Exercise and Solution.mp4 17.02MB
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80. Domination Laws.mp4 61.79MB
80. Domination Laws.srt 3.70KB
81. Complementation Laws.mp4 41.22MB
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82. Commutative Laws.mp4 46.72MB
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84. Absorption Laws.mp4 76.52MB
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86. De Morgan's Laws.mp4 129.25MB
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87. Double Negation Law.mp4 33.52MB
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88. Understanding Jaccard Similarity.mp4 99.09MB
88. Understanding Jaccard Similarity.srt 4.01KB
89. Jaccard Similarity - Example 1.mp4 43.24MB
89. Jaccard Similarity - Example 1.srt 2.38KB
9. Addition Rule - Non-Mutually Exclusive Events.mp4 80.54MB
9. Addition Rule - Non-Mutually Exclusive Events.srt 5.21KB
9. Bayes' Theorem - Exercise and Solution 2.mp4 126.44MB
9. Bayes' Theorem - Exercise and Solution 2.srt 7.13KB
9. Binomial Probability Distribution - Exercise and Solution 5.mp4 14.22MB
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9. Cyclic Permutation - Exercise & Solution 4.mp4 58.11MB
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9. Decision Tree - Exercise 1.mp4 7.98MB
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9. Determinant of Singular Matrix - Example.mp4 4.83MB
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9. Empirical Probability - Exercise and Solution 8.mp4 6.93MB
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9. Geometric Distribution - Exercise 4.mp4 3.92MB
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9. Multiplication of Matrices - Scalar.mp4 92.73MB
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9. Multiplication Rule - Dependent Events - Exercise and Solution 1.mp4 38.79MB
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9. Theoretical Probability - Exercise and Solution 8.mp4 83.73MB
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9. Universal Quantifier - (For Every Symbol).mp4 111.16MB
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90. Jaccard Similarity - Example 2.mp4 46.88MB
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91. Jaccard Similarity - Example 3.mp4 35.00MB
91. Jaccard Similarity - Example 3.srt 1.95KB
92. Application of Set Theory in Machine Learning.mp4 133.15MB
92. Application of Set Theory in Machine Learning.srt 7.15KB
93. Text Classification and Sentient Analysis - Using Set Theory.mp4 165.40MB
93. Text Classification and Sentient Analysis - Using Set Theory.srt 9.99KB
94. Dice Coefficient.mp4 97.07MB
94. Dice Coefficient.srt 5.84KB
95. Tversky Index in Recommender System.mp4 140.83MB
95. Tversky Index in Recommender System.srt 8.34KB
96. Python for Set Theory.mp4 61.72MB
96. Python for Set Theory.srt 17.34KB
97. Python for Set Theory II - Multiple Sets.mp4 21.30MB
97. Python for Set Theory II - Multiple Sets.srt 5.16KB
98.1 Python for Set Theory.ipynb 11.62KB
98. CODE Python for Set Theory.html 1.06KB