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| [CourseClub.Me].url |
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| 1. Addition Rule - Mutually Exclusive Events.mp4 |
89.35Мб |
| 1. Addition Rule - Mutually Exclusive Events.srt |
4.77Кб |
| 1. Basic Properties of Mean.mp4 |
23.65Мб |
| 1. Basic Properties of Mean.srt |
8.76Кб |
| 1. Bayes' Theorem.mp4 |
182.95Мб |
| 1. Bayes' Theorem.mp4 |
25.84Мб |
| 1. Bayes' Theorem.srt |
9.30Кб |
| 1. Bayes' Theorem.srt |
7.25Кб |
| 1. Check out my other courses.html |
1.78Кб |
| 1. Conditional Probability.mp4 |
5.22Мб |
| 1. Conditional Probability.srt |
1.43Кб |
| 1. Correlation.mp4 |
17.52Мб |
| 1. Correlation.srt |
6.54Кб |
| 1. Decision Tree - Introduction.mp4 |
302.78Мб |
| 1. Decision Tree - Introduction.srt |
17.78Кб |
| 1. Decision Tree of Probability.mp4 |
34.70Мб |
| 1. Decision Tree of Probability.srt |
10.24Кб |
| 1. Dependent and Independent Events.mp4 |
7.64Мб |
| 1. Dependent and Independent Events.srt |
2.98Кб |
| 1. Derived Definition Form of First Principle.mp4 |
7.03Мб |
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3.21Кб |
| 1. Empirical Probability.mp4 |
41.25Мб |
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1.95Кб |
| 1. Example.mp4 |
15.23Мб |
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3.39Мб |
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6.32Кб |
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| 1. Exercise & Solution 1.mp4 |
6.80Мб |
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1.53Кб |
| 1. Hypergeometric Distribution.mp4 |
93.99Мб |
| 1. Hypergeometric Distribution.srt |
5.05Кб |
| 1. Importance of Area Under Curve.mp4 |
2.98Мб |
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1.04Кб |
| 1. Importance of Calculus for Machine Learning.mp4 |
5.05Мб |
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1.41Кб |
| 1. Importance of Combinatorics for Machine Learning.mp4 |
5.58Мб |
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1.47Кб |
| 1. Importance of Combinatorics to Machine Learning.mp4 |
137.85Мб |
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7.76Кб |
| 1. Importance of Linear Algebra to Machine Learning.html |
1.25Кб |
| 1. Importance of Logarithms for Machine Learning.mp4 |
18.86Мб |
| 1. Importance of Logarithms for Machine Learning.srt |
5.04Кб |
| 1. Importance of Matrix for Machine Learning.mp4 |
3.18Мб |
| 1. Importance of Matrix for Machine Learning.srt |
994б |
| 1. Importance of Probability for Machine Learning.mp4 |
4.31Мб |
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1.18Кб |
| 1. Importance of Set Theory for Machine Learning.mp4 |
2.96Мб |
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946б |
| 1. Importance of Statistics for Machine Learning.mp4 |
2.81Мб |
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863б |
| 1. Introduction.mp4 |
5.50Мб |
| 1. Introduction.mp4 |
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| 1. Introduction.srt |
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| 1. Mean Frequency Distribution.mp4 |
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| 1. Mean Frequency Distribution.srt |
864б |
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2.45Мб |
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8.53Мб |
| 1. Median.srt |
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11.04Мб |
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| 1. ML Success Starts Here Master Math, Probability & Statistics for ML!.html |
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| 1. Mode.mp4 |
3.71Мб |
| 1. Mode.srt |
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| 1. Multiplication Rule - Dependent and Independent Event.mp4 |
107.81Мб |
| 1. Multiplication Rule - Dependent and Independent Event.srt |
6.90Кб |
| 1. Mutually Exclusive and Non-Mutually Exclusive Events.mp4 |
11.99Мб |
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3.19Кб |
| 1. NumPy, After Linear Algebra.mp4 |
35.97Мб |
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| 1. Question and Answer 1.mp4 |
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| 1. Random Variable.mp4 |
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| 1. Regression - Linear, Multiple Regression....mp4 |
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| 1. Theorem of Total Probability.mp4 |
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| 1. Understanding Conditional Probability.mp4 |
124.24Мб |
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| 1. Understanding Determinant and Minor.mp4 |
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| 1. Understanding EigenValue and EigenVector.mp4 |
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| 1. Understanding EigenValue and EigenVector.srt |
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| 1. Understanding Euclidean Distance and Manhattan Distance.mp4 |
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| 1. Understanding Euclidean Distance and Manhattan Distance.srt |
10.59Кб |
| 1. Understanding Geometric Distribution and its formula.mp4 |
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| 1. Understanding Geometric Distribution and its formula.srt |
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| 1. Understanding Mean Deviation.mp4 |
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| 1. Understanding Mean Deviation.srt |
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| 1. Understanding Pearson and Spearman correlation.mp4 |
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| 1. Understanding Pearson and Spearman correlation.srt |
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| 1. Understanding Product Rule.mp4 |
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| 1. Understanding Quotient.mp4 |
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| 1. Understanding Regression Error Metrics.mp4 |
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| 1. Understanding Second Derivatives.mp4 |
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| 1. Understanding Sensitivity and Specificity.mp4 |
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| 1. Understanding Sensitivity and Specificity.srt |
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| 1. Understanding Special Derivatives.mp4 |
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1.28Кб |
| 1. Understanding Variance and Standard Deviation.mp4 |
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| 1. Understanding Variance and Standard Deviation.srt |
3.21Кб |
| 1. Understand the Theorem of Total Probability.mp4 |
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| 1. Variable.mp4 |
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| 1. Weighted Mean.mp4 |
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| 1. What is experimental Probability.mp4 |
3.73Мб |
| 1. What is experimental Probability.srt |
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| 1. What is Range.mp4 |
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| 1. What is Range.srt |
419б |
| 1. What is theoretical probability.mp4 |
2.85Мб |
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| 10. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 1.mp4 |
38.91Мб |
| 10. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 1.srt |
2.18Кб |
| 10. Bayes' Theorem - Exercise and Solution 3.mp4 |
74.33Мб |
| 10. Bayes' Theorem - Exercise and Solution 3.srt |
3.63Кб |
| 10. Binomial Probability Distribution - Exercise and Solution 6.mp4 |
19.72Мб |
| 10. Binomial Probability Distribution - Exercise and Solution 6.srt |
4.39Кб |
| 10. Cardinality of Set.mp4 |
3.64Мб |
| 10. Cardinality of Set.srt |
1.50Кб |
| 10. Cofactor Minor Place Sign.mp4 |
14.13Мб |
| 10. Cofactor Minor Place Sign.srt |
5.04Кб |
| 10. Cyclic Permutation - Exercise & Solution 5.mp4 |
19.39Мб |
| 10. Cyclic Permutation - Exercise & Solution 5.srt |
1.06Кб |
| 10. Decision Tree - Exercise and Solution 8.mp4 |
65.48Мб |
| 10. Decision Tree - Exercise and Solution 8.srt |
3.35Кб |
| 10. Empirical Probability - Exercise and Solution 9.mp4 |
7.11Мб |
| 10. Empirical Probability - Exercise and Solution 9.srt |
233б |
| 10. Exercise & Solution.mp4 |
5.91Мб |
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| 10. General Probability - Exercise and Solution 6.mp4 |
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| 10. Geometric Distribution - Exercise 5.mp4 |
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| 10. Multiplication of Matrices - Two Matrices.mp4 |
244.83Мб |
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| 10. Multiplication Rule - Dependent Events - Exercise and Solution 2.mp4 |
78.58Мб |
| 10. Multiplication Rule - Dependent Events - Exercise and Solution 2.srt |
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| 10. Question and Answer 8.mp4 |
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| 10. Question and Solution 8.mp4 |
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| 10. Question and Solution 8.srt |
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| 10. Theoretical Probability - Exercise and Solution 9.mp4 |
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| 10. Theoretical Probability - Exercise and Solution 9.srt |
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| 10. Universal Quantifier - Example 1.mp4 |
30.33Мб |
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| 11. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 2.mp4 |
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| 11. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 2.srt |
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| 11. Bayes' Theorem - Exercise and Solution 4.mp4 |
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| 11. Bayes' Theorem - Exercise and Solution 4.srt |
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| 11. Binomial Probability Distribution - Exercise and Solution 7.mp4 |
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| 11. Binomial Probability Distribution - Exercise and Solution 7.srt |
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| 11. Cofactor - Example.mp4 |
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| 11. Cofactor - Example.srt |
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| 11. Decision Tree - Exercise 2.mp4 |
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| 11. Digits Permutation - Exercise & Solution 1.mp4 |
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| 11. Digits Permutation - Exercise & Solution 1.srt |
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| 11. Empirical Probability - Exercise and Solution 10.mp4 |
17.63Мб |
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| 11. General Probability - Exercise and Solution 7.mp4 |
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| 11. General Probability - Exercise and Solution 7.srt |
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| 11. Multiplication Rule - Dependent Events - Exercise and Solution 3.mp4 |
19.40Мб |
| 11. Multiplication Rule - Dependent Events - Exercise and Solution 3.srt |
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| 11. Question and Answer 9.mp4 |
5.99Мб |
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| 11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.mp4 |
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| 11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.srt |
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| 11. Universal Quantifier - Example 2.mp4 |
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| 12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....mp4 |
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| 12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....srt |
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| 12. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 3.mp4 |
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| 12. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 3.srt |
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| 12. Adjoint of a Square Matrix.mp4 |
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| 12. Adjoint of a Square Matrix.srt |
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| 12. Bayes' Theorem - Exercise and Solution 5.mp4 |
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| 12. Bayes' Theorem - Exercise and Solution 5.srt |
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| 12. Binomial Probability Distribution - Exercise and Solution 8.mp4 |
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| 12. Binomial Probability Distribution - Exercise and Solution 8.srt |
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| 12. Decision Tree - Exercise and Solution 9.mp4 |
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| 12. Decision Tree - Exercise and Solution 9.srt |
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| 12. Digits Permutation - Exercise & Solution 2.mp4 |
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| 12. Digits Permutation - Exercise & Solution 2.srt |
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| 12. Empirical Probability - Exercise and Solution 11.mp4 |
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| 12. Exercise & Solution.mp4 |
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| 12. General Probability - Exercise and Solution 8.mp4 |
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| 12. General Probability - Exercise and Solution 8.srt |
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| 12. Multiplication Rule - Dependent Events - Exercise and Solution 4.mp4 |
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| 12. Question and Answer 10.mp4 |
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| 12. Universal Quantifier - Example 3.mp4 |
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| 13. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 4.mp4 |
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| 13. Bayes' Theorem - Exercise and Solution 6.mp4 |
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| 13. Binomial Probability Distribution - Exercise 1.mp4 |
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| 13. Decision Tree - Exercise and Solution 10.mp4 |
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| 13. Empirical Probability - Exercise and Solution 12.mp4 |
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| 13. General Probability - Exercise and Solution 9.mp4 |
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| 13. Indices Involving Equation.mp4 |
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| 13. Inverse of Matrix.mp4 |
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| 13. More Factorial vs Permutation.mp4 |
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| 13. Set Exercise & Solution 1.mp4 |
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| 13. Universal Quantifier - Example 4.mp4 |
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| 14. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 5.mp4 |
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| 14. Bayes' Theorem - Exercise 1.mp4 |
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| 14. Binomial Probability Distribution - Exercise 2.mp4 |
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| 14. Decision Tree - Exercise and Solution 11.mp4 |
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| 14. Digits Permutation - Exercise & Solution 4.mp4 |
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| 14. Empirical Probability - Exercise and Solution 13.mp4 |
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| 14. General Probability - Exercise and Solution 10.mp4 |
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| 14. Inverse of Matrix - Example.mp4 |
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| 14. Universal Quantifier - Example 5.mp4 |
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| 15. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 6.mp4 |
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| 15. Bayes' Theorem - Exercise 2.mp4 |
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| 15. Binomial Probability Distribution - Exercise 3.mp4 |
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| 15. Decision Tree - Exercise and Solution 12.mp4 |
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| 15. Digits Permutation - Exercise & Solution 5.mp4 |
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| 15. Empirical Probability - Exercise and Solution 14.mp4 |
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| 5. Geometric Distribution - Exercise and Solution 4.mp4 |
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| 5. Hypergeometric Distribution - Exercise.mp4 |
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| 5. Key Features of a Set.mp4 |
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| 5. Multiplication Rule - Independent Events - Exercise and Solution 4.mp4 |
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| 5. Pearson Example.mp4 |
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| 5. Permutation vs Combination - Many Examples.mp4 |
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| 5. Raw Data and Array.mp4 |
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| 5. R-Squared or Coefficient of Determination.mp4 |
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| 5. Sensitivity and Specificity - Exercise and Solution 4.mp4 |
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| 5. Singleton Set.mp4 |
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| 5. Square of Matrix.mp4 |
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| 5. Theorem of Total Probability - Exercise 1.mp4 |
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| 50. Exercise & Solution 1 - Union (Set Operation).mp4 |
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| 51. Exercise & Solution 2 - Union (Set Operation).mp4 |
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| 54. Exercise & Solution 1 - Intersection (Set Operation).mp4 |
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| 57. Disjoint & Non-Disjoint Sets.mp4 |
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| 58. Exercise & Solution 1 - Disjoint & Non-Disjoint Sets.mp4 |
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| 6. Addition Rule - Mutually Exclusive Events - Exercise and Solution 5.mp4 |
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| 6. Bayes' Theorem - Exercise and Solution.mp4 |
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| 6. Binomial Probability Distribution - Exercise and Solution 2.mp4 |
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| 6. Cyclic Permutation - Exercise & Solution 1.mp4 |
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| 6. Decision Tree - Exercise and Solution 5.mp4 |
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| 6. Empirical Probability - Exercise and Solution 5.mp4 |
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| 6. Equal Matrices.mp4 |
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| 6. Exercise & Solution.mp4 |
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| 6. Geometric Distribution - Exercise 1.mp4 |
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| 6. More on True Positive, True Negative, False Positive & False Negative.mp4 |
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| 6. Multiplication Rule - Independent Events - Exercise and Solution 5.mp4 |
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| 6. Null or an Empty Set.mp4 |
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| 6. Sensitivity and Specificity - Exercise and Solution 5.mp4 |
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| 6. Theorem of Total Probability - Exercise 2.mp4 |
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| 6. Theoretical Probability - Exercise and Solution 5.mp4 |
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| 6. Transpose - Matrix.mp4 |
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| 60. Exercise & Solution 3 - Disjoint & Non-Disjoint Sets.mp4 |
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| 61. Exercise & Solution 4 - Disjoint & Non-Disjoint Sets.mp4 |
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| 63. Exercise & Solution 6 - Disjoint & Non-Disjoint Sets.mp4 |
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| 65. Negation.mp4 |
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| 66. There Exist.mp4 |
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| 67. Set Difference.mp4 |
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| 68. Symmetric Difference.mp4 |
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| 7. Addition and Subtraction of Matrices.mp4 |
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| 7. Addition Rule - Mutually Exclusive Events - Exercise and Solution 6.mp4 |
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| 7. A Set as an Object.mp4 |
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| 7. Bayes. Theorem - Exercise and Solution 1.mp4 |
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| 7. Binomial Probability Distribution - Exercise and Solution 3.mp4 |
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| 7. Cyclic Permutation - Exercise & Solution 2.mp4 |
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| 7. Decision Tree - Exercise and Solution 6.mp4 |
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| 7. Empirical Probability - Exercise and Solution 6.mp4 |
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| 7. General Probability - Exercise and Solution 3.mp4 |
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| 7. Geometric Distribution - Exercise 2.mp4 |
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| 7. Inverse of Matrix.mp4 |
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| 7. Multiplication Rule - Independent Events - Exercise and Solution 6.mp4 |
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| 7. Power Set.mp4 |
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| 7. Question and Answer 5.mp4 |
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| 7. Sensitivity and Specificity - Exercise 1.mp4 |
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| 7. Summary on Regression Error Metrics.mp4 |
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| 7. Theorem of Total Probability - Exercise 3.mp4 |
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| 7. Theoretical Probability - Exercise and Solution 6.mp4 |
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| 7. Total Probability - Exercise and Solution.mp4 |
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| 70. Common Sets Symbols.mp4 |
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| 70. Common Sets Symbols.srt |
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| 71. Venn Diagram - Introduction.mp4 |
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| 71. Venn Diagram - Introduction.srt |
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| 72. Venn Diagram - Two Sets Relationships.mp4 |
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| 73. Venn Diagram - By Example.mp4 |
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| 73. Venn Diagram - By Example.srt |
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| 74. Venn Diagram - Three Sets.mp4 |
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| 74. Venn Diagram - Three Sets.srt |
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| 75. Venn Diagram - Three Sets By Example.mp4 |
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| 76. Venn Diagram - Four Sets By Example.mp4 |
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| 77. List of Set Theory Laws.mp4 |
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| 77. List of Set Theory Laws.srt |
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| 78. Identity Laws.mp4 |
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| 78. Identity Laws.srt |
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| 79. Idempotent laws.mp4 |
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| 79. Idempotent laws.srt |
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| 8. Addition Rule - Mutually Exclusive Events - Exercise and Solution 7.mp4 |
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| 8. Addition Rule - Mutually Exclusive Events - Exercise and Solution 7.srt |
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| 8. Binomial Probability Distribution - Exercise and Solution 4.mp4 |
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| 8. Binomial Probability Distribution - Exercise and Solution 4.srt |
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| 8. Commutative and Associative Properties of Addition of Matrices.mp4 |
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| 8. Commutative and Associative Properties of Addition of Matrices.srt |
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| 8. Cyclic Permutation - Exercise & Solution 3.mp4 |
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| 8. Cyclic Permutation - Exercise & Solution 3.srt |
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| 8. Decision Tree - Exercise and Solution 7.mp4 |
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| 8. Decision Tree - Exercise and Solution 7.srt |
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| 8. Decision Tree for True Positive, True Negative, False Positive & False Negative.mp4 |
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| 8. Decision Tree for True Positive, True Negative, False Positive & False Negative.srt |
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| 8. Determinant of Matrix.mp4 |
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| 8. Determinant of Matrix.srt |
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| 8. Element of a Set.mp4 |
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| 8. Element of a Set.srt |
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| 8. Empirical Probability - Exercise and Solution 7.mp4 |
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| 8. Empirical Probability - Exercise and Solution 7.srt |
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| 8. Equal vs Equivalent Sets.mp4 |
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| 8. Exercise & Solution.mp4 |
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| 8. Exercise & Solution 4.mp4 |
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| 8. Exercise and Solution 1.mp4 |
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| 8. Exercise and Solution 6.mp4 |
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| 8. General Probability - Exercise and Solution 4.mp4 |
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| 8. General Probability - Exercise and Solution 4.srt |
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| 8. Geometric Distribution - Exercise 3.mp4 |
4.42Мб |
| 8. Geometric Distribution - Exercise 3.srt |
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| 8. Multiplication Rule - Independent Events - Exercise and Solution 7.mp4 |
40.71Мб |
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| 8. Question and Answer 6.mp4 |
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| 8. Sensitivity and Specificity - Exercise 2.mp4 |
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| 8. Theorem of Total Probability - Exercise 4.mp4 |
6.00Мб |
| 8. Theorem of Total Probability - Exercise 4.srt |
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| 8. Theoretical Probability - Exercise and Solution 7.mp4 |
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| 8. Theoretical Probability - Exercise and Solution 7.srt |
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| 8. Total Probability - Exercise and Solution.mp4 |
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| 8. Total Probability - Exercise and Solution.srt |
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| 80. Domination Laws.mp4 |
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| 80. Domination Laws.srt |
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| 81. Complementation Laws.mp4 |
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| 81. Complementation Laws.srt |
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| 82. Commutative Laws.mp4 |
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| 82. Commutative Laws.srt |
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| 83. Distributive Laws.mp4 |
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| 83. Distributive Laws.srt |
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| 84. Absorption Laws.mp4 |
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| 85. Associative Laws.mp4 |
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| 85. Associative Laws.srt |
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| 86. De Morgan's Laws.mp4 |
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| 87. Double Negation Law.mp4 |
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| 88. Understanding Jaccard Similarity.mp4 |
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| 89. Jaccard Similarity - Example 1.mp4 |
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| 9. Addition Rule - Non-Mutually Exclusive Events.mp4 |
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| 9. Addition Rule - Non-Mutually Exclusive Events.srt |
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| 9. Bayes' Theorem - Exercise and Solution 2.mp4 |
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| 9. Bayes' Theorem - Exercise and Solution 2.srt |
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| 9. Binomial Probability Distribution - Exercise and Solution 5.mp4 |
14.22Мб |
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| 9. Cyclic Permutation - Exercise & Solution 4.mp4 |
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| 9. Decision Tree - Exercise 1.mp4 |
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| 9. Determinant of Singular Matrix - Example.mp4 |
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| 9. Empirical Probability - Exercise and Solution 8.mp4 |
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| 9. General Probability - Exercise and Solution 5.mp4 |
14.02Мб |
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| 9. Geometric Distribution - Exercise 4.mp4 |
3.92Мб |
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238б |
| 9. Multiplication of Matrices - Scalar.mp4 |
92.73Мб |
| 9. Multiplication of Matrices - Scalar.srt |
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| 9. Multiplication Rule - Dependent Events - Exercise and Solution 1.mp4 |
38.79Мб |
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| 9. Sensitivity and Specificity - Exercise 3.mp4 |
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| 9. Set Builder Notation.mp4 |
10.36Мб |
| 9. Set Builder Notation.srt |
4.76Кб |
| 9. Theorem of Total Probability - Exercise 5.mp4 |
6.03Мб |
| 9. Theorem of Total Probability - Exercise 5.srt |
400б |
| 9. Theoretical Probability - Exercise and Solution 8.mp4 |
83.73Мб |
| 9. Theoretical Probability - Exercise and Solution 8.srt |
5.40Кб |
| 9. Universal Quantifier - (For Every Symbol).mp4 |
111.16Мб |
| 9. Universal Quantifier - (For Every Symbol).srt |
4.57Кб |
| 90. Jaccard Similarity - Example 2.mp4 |
46.88Мб |
| 90. Jaccard Similarity - Example 2.srt |
2.24Кб |
| 91. Jaccard Similarity - Example 3.mp4 |
35.00Мб |
| 91. Jaccard Similarity - Example 3.srt |
1.95Кб |
| 92. Application of Set Theory in Machine Learning.mp4 |
133.15Мб |
| 92. Application of Set Theory in Machine Learning.srt |
7.15Кб |
| 93. Text Classification and Sentient Analysis - Using Set Theory.mp4 |
165.40Мб |
| 93. Text Classification and Sentient Analysis - Using Set Theory.srt |
9.99Кб |
| 94. Dice Coefficient.mp4 |
97.07Мб |
| 94. Dice Coefficient.srt |
5.84Кб |
| 95. Tversky Index in Recommender System.mp4 |
140.83Мб |
| 95. Tversky Index in Recommender System.srt |
8.34Кб |
| 96. Python for Set Theory.mp4 |
61.72Мб |
| 96. Python for Set Theory.srt |
17.34Кб |
| 97. Python for Set Theory II - Multiple Sets.mp4 |
21.30Мб |
| 97. Python for Set Theory II - Multiple Sets.srt |
5.16Кб |
| 98.1 Python for Set Theory.ipynb |
11.62Кб |
| 98. CODE Python for Set Theory.html |
1.06Кб |