[FreeCourseSite.com] Udemy - Complete Math, Statistics & Probability for Machine Learning

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16. Linear Algebra - Matrices (Updated)/5. Different Types of Matrices - Part II.mp4 400.7 MB
1. Set Theory (Updated)/33. Number System.mp4 361.0 MB
1. Set Theory (Updated)/72. Venn Diagram - Two Sets Relationships.mp4 335.0 MB
11. Bayes' Theorem (Updated)/7. Bayes. Theorem - Exercise and Solution 1.mp4 326.4 MB
2. Combinatorics (Updated)/5. Permutation vs Combination - Many Examples.mp4 310.0 MB
10. Probability - Decision Tree (Updated)/1. Decision Tree - Introduction.mp4 302.8 MB
1. Set Theory (Updated)/76. Venn Diagram - Four Sets By Example.mp4 268.0 MB
9. Theorem of Total Probability (Updated)/1. Understand the Theorem of Total Probability.mp4 247.2 MB
16. Linear Algebra - Matrices (Updated)/10. Multiplication of Matrices - Two Matrices.mp4 244.8 MB
16. Linear Algebra - Matrices (Updated)/3. Different Types of Matrices - Part I.mp4 229.1 MB
17. Linear Algebra - Determinant (Updated)/1. Understanding Determinant and Minor.mp4 227.8 MB
1. Set Theory (Updated)/74. Venn Diagram - Three Sets.mp4 200.3 MB
11. Bayes' Theorem (Updated)/1. Bayes' Theorem.mp4 182.9 MB
1. Set Theory (Updated)/41. Principle of Extensionality.mp4 180.3 MB
16. Linear Algebra - Matrices (Updated)/2. Introduction to Matrix.mp4 178.3 MB
2. Combinatorics (Updated)/37. Combination - Exercise & Solution 5.mp4 173.8 MB
1. Set Theory (Updated)/38. Exercises - Cardinality.mp4 173.8 MB
1. Set Theory (Updated)/93. Text Classification and Sentient Analysis - Using Set Theory.mp4 165.4 MB
1. Set Theory (Updated)/71. Venn Diagram - Introduction.mp4 158.3 MB
15. Hypergeometric Distribution (New)/2. Hypergeometric Distribution - formula.mp4 152.6 MB
1. Set Theory (Updated)/44. Finite and Infinite Sets.mp4 151.0 MB
17. Linear Algebra - Determinant (Updated)/8. Exercise and Solution 1.mp4 148.0 MB
3. Probability - BasicsGeneral (Updated)/4. Basic Probability Terms.mp4 147.2 MB
1. Set Theory (Updated)/47. Power Set (Set Operation).mp4 142.6 MB
2. Combinatorics (Updated)/11. Digits Permutation - Exercise & Solution 1.mp4 141.8 MB
17. Linear Algebra - Determinant (Updated)/6. Adjoint of Matrix.mp4 141.5 MB
17. Linear Algebra - Determinant (Updated)/22. Cramer's Rule.mp4 141.2 MB
1. Set Theory (Updated)/95. Tversky Index in Recommender System.mp4 140.8 MB
2. Combinatorics (Updated)/1. Importance of Combinatorics to Machine Learning.mp4 137.8 MB
2. Combinatorics (Updated)/2. Introduction to Factorial.mp4 134.2 MB
1. Set Theory (Updated)/92. Application of Set Theory in Machine Learning.mp4 133.1 MB
2. Combinatorics (Updated)/39. Combination - Exercise & Solution 7.mp4 133.0 MB
2. Combinatorics (Updated)/40. Combination - Exercise & Solution 8.mp4 132.5 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/1. Random Variable.mp4 131.0 MB
1. Set Theory (Updated)/86. De Morgan's Laws.mp4 129.2 MB
1. Set Theory (Updated)/73. Venn Diagram - By Example.mp4 128.7 MB
11. Bayes' Theorem (Updated)/5. Bayes Theorem Formula for True Positive, True Negative, False Positive....mp4 126.7 MB
10. Probability - Decision Tree (Updated)/5. Decision Tree - Exercise and Solution 4.mp4 126.7 MB
11. Bayes' Theorem (Updated)/9. Bayes' Theorem - Exercise and Solution 2.mp4 126.4 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/1. Understanding Sensitivity and Specificity.mp4 125.1 MB
16. Linear Algebra - Matrices (Updated)/17. Exercise and Solution 6.mp4 125.0 MB
8. Conditional Probability (Updated)/1. Understanding Conditional Probability.mp4 124.2 MB
1. Set Theory (Updated)/34. Number System Symbols.mp4 124.2 MB
14. Geometric Distribution (New)/1. Understanding Geometric Distribution and its formula.mp4 120.6 MB
1. Set Theory (Updated)/21. Exercise & Solution 2 - Set-Builder Notation.mp4 119.0 MB
11. Bayes' Theorem (Updated)/4. True Positive, True Negative, False Positive & False Negative.mp4 117.3 MB
1. Set Theory (Updated)/45. Subset (Set Operation).mp4 115.5 MB
9. Theorem of Total Probability (Updated)/2. Theorem of Total Probability - Exercise and Solution 1.mp4 114.5 MB
1. Set Theory (Updated)/68. Symmetric Difference.mp4 111.5 MB
1. Set Theory (Updated)/9. Universal Quantifier - (For Every Symbol).mp4 111.2 MB
3. Probability - BasicsGeneral (Updated)/3. What is Probability.mp4 109.2 MB
11. Bayes' Theorem (Updated)/6. More on True Positive, True Negative, False Positive & False Negative.mp4 108.2 MB
7. Probability - Multiplication Rule (Updated)/1. Multiplication Rule - Dependent and Independent Event.mp4 107.8 MB
1. Set Theory (Updated)/70. Common Sets Symbols.mp4 103.5 MB
1. Set Theory (Updated)/88. Understanding Jaccard Similarity.mp4 99.1 MB
10. Probability - Decision Tree (Updated)/14. Decision Tree - Exercise and Solution 11.mp4 98.4 MB
1. Set Theory (Updated)/94. Dice Coefficient.mp4 97.1 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/2. Binomial Probability Distribution.mp4 96.8 MB
11. Bayes' Theorem (Updated)/8. Decision Tree for True Positive, True Negative, False Positive & False Negative.mp4 96.1 MB
9. Theorem of Total Probability (Updated)/3. Theorem of Total Probability - Exercise and Solution 2.mp4 95.3 MB
17. Linear Algebra - Determinant (Updated)/7. Inverse of Matrix.mp4 94.6 MB
16. Linear Algebra - Matrices (Updated)/23. Exercise and Solution 12.mp4 94.2 MB
15. Hypergeometric Distribution (New)/1. Hypergeometric Distribution.mp4 94.0 MB
16. Linear Algebra - Matrices (Updated)/9. Multiplication of Matrices - Scalar.mp4 92.7 MB
2. Combinatorics (Updated)/4. Permutation and Combination.mp4 91.1 MB
1. Set Theory (Updated)/3. Introduction to Set Theory.mp4 90.5 MB
1. Set Theory (Updated)/19. Set-builder Notation - Explained.mp4 90.2 MB
6. Probability - Addition Rule (Updated)/1. Addition Rule - Mutually Exclusive Events.mp4 89.4 MB
16. Linear Algebra - Matrices (Updated)/8. Commutative and Associative Properties of Addition of Matrices.mp4 89.3 MB
1. Set Theory (Updated)/66. There Exist.mp4 87.5 MB
1. Set Theory (Updated)/4. Representation of Set and Its Element - With Examples.mp4 87.0 MB
2. Combinatorics (Updated)/42. Combination - Exercise & Solution 10.mp4 84.9 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/12. Binomial Probability Distribution - Exercise and Solution 8.mp4 84.6 MB
4. Theoretical Probability (Updated)/9. Theoretical Probability - Exercise and Solution 8.mp4 83.7 MB
16. Linear Algebra - Matrices (Updated)/7. Addition and Subtraction of Matrices.mp4 83.7 MB
1. Set Theory (Updated)/49. Union Set (Set Operation).mp4 83.0 MB
1. Set Theory (Updated)/42. Is Empty Set equal to the Set of an Empty Set.mp4 82.7 MB
2. Combinatorics (Updated)/3. Factorial - 5 Exercises & Solution.mp4 82.4 MB
1. Set Theory (Updated)/30. Exercise & Solution 11 - Set-Builder Notation.mp4 81.0 MB
10. Probability - Decision Tree (Updated)/15. Decision Tree - Exercise and Solution 12.mp4 80.7 MB
10. Probability - Decision Tree (Updated)/2. Decision Tree - Exercise and Solution 1.mp4 80.6 MB
6. Probability - Addition Rule (Updated)/9. Addition Rule - Non-Mutually Exclusive Events.mp4 80.5 MB
1. Set Theory (Updated)/65. Negation.mp4 80.2 MB
7. Probability - Multiplication Rule (Updated)/10. Multiplication Rule - Dependent Events - Exercise and Solution 2.mp4 78.6 MB
1. Set Theory (Updated)/36. Complement of a set.mp4 78.3 MB
1. Set Theory (Updated)/84. Absorption Laws.mp4 76.5 MB
2. Combinatorics (Updated)/35. Combination - Exercise & Solution 3.mp4 76.2 MB
1. Set Theory (Updated)/35. Universal Set.mp4 76.2 MB
17. Linear Algebra - Determinant (Updated)/5. Cofactor of Matrix.mp4 76.1 MB
1. Set Theory (Updated)/75. Venn Diagram - Three Sets By Example.mp4 74.9 MB
11. Bayes' Theorem (Updated)/10. Bayes' Theorem - Exercise and Solution 3.mp4 74.3 MB
1. Set Theory (Updated)/78. Identity Laws.mp4 74.2 MB
10. Probability - Decision Tree (Updated)/12. Decision Tree - Exercise and Solution 9.mp4 74.1 MB
17. Linear Algebra - Determinant (Updated)/3. Exercise and Solution - Determinant 2.mp4 73.2 MB
10. Probability - Decision Tree (Updated)/3. Decision Tree - Exercise and Solution 2.mp4 73.1 MB
11. Bayes' Theorem (Updated)/11. Bayes' Theorem - Exercise and Solution 4.mp4 72.0 MB
16. Linear Algebra - Matrices (Updated)/12. Exercise and Solution 2.mp4 71.8 MB
16. Linear Algebra - Matrices (Updated)/15. Exercise and Solution 4.mp4 69.3 MB
10. Probability - Decision Tree (Updated)/8. Decision Tree - Exercise and Solution 7.mp4 67.9 MB
2. Combinatorics (Updated)/41. Combination - Exercise & Solution 9.mp4 67.8 MB
1. Set Theory (Updated)/53. Intersection (Set Operation).mp4 67.4 MB
11. Bayes' Theorem (Updated)/12. Bayes' Theorem - Exercise and Solution 5.mp4 67.3 MB
3. Probability - BasicsGeneral (Updated)/6. General Probability - Exercise and Solution 2.mp4 66.7 MB
10. Probability - Decision Tree (Updated)/10. Decision Tree - Exercise and Solution 8.mp4 65.5 MB
8. Conditional Probability (Updated)/2. Conditional Probability - Exercise and Solution 1.mp4 65.4 MB
1. Set Theory (Updated)/67. Set Difference.mp4 65.3 MB
1. Set Theory (Updated)/57. Disjoint & Non-Disjoint Sets.mp4 64.4 MB
10. Probability - Decision Tree (Updated)/16. Decision Tree - Exercise and Solution 13.mp4 64.3 MB
10. Probability - Decision Tree (Updated)/13. Decision Tree - Exercise and Solution 10.mp4 63.8 MB
1. Set Theory (Updated)/48. Power Set of Empty Set.mp4 63.3 MB
1. Set Theory (Updated)/80. Domination Laws.mp4 61.8 MB
1. Set Theory (Updated)/96. Python for Set Theory.mp4 61.7 MB
2. Combinatorics (Updated)/23. Letters Permutation - Exercise & Solution 7.mp4 61.5 MB
16. Linear Algebra - Matrices (Updated)/18. Exercise and Solution 7.mp4 59.6 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/4. Binomial Probability Distribution - Formula.mp4 59.2 MB
4. Theoretical Probability (Updated)/10. Theoretical Probability - Exercise and Solution 9.mp4 58.8 MB
1. Set Theory (Updated)/39. Equipotent or Equinumerous sets Latest.mp4 58.8 MB
2. Combinatorics (Updated)/9. Cyclic Permutation - Exercise & Solution 4.mp4 58.1 MB
11. Bayes' Theorem (Updated)/3. Tips on Remembering Bayes' Theorem Formula.mp4 57.9 MB
1. Set Theory (Updated)/25. Exercise & Solution 6 - Set-Builder Notation.mp4 57.5 MB
1. Set Theory (Updated)/29. Exercise & Solution 10 - Set-Builder Notation.mp4 57.1 MB
6. Probability - Addition Rule (Updated)/8. Addition Rule - Mutually Exclusive Events - Exercise and Solution 7.mp4 56.7 MB
1. Set Theory (Updated)/62. Exercise & Solution 5 - Disjoint & Non-Disjoint Sets.mp4 56.5 MB
6. Probability - Addition Rule (Updated)/15. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 6.mp4 56.4 MB
1. Set Theory (Updated)/2. Importance of Set Theory to Machine Learning.mp4 55.8 MB
15. Hypergeometric Distribution (New)/4. Hypergeometric Distribution - Exercise and Solution.mp4 55.5 MB
1. Set Theory (Updated)/7. A Set as an Object.mp4 55.2 MB
1. Set Theory (Updated)/24. Exercise & Solution 5 - Set-Builder Notation.mp4 55.1 MB
1. Set Theory (Updated)/56. Exercise & Solution 3 - Intersection (Set Operation).mp4 54.8 MB
5. Empirical Probability (Updated)/6. Empirical Probability - Exercise and Solution 5.mp4 54.5 MB
1. Set Theory (Updated)/55. Exercise & Solution 2 - Intersection (Set Operation).mp4 54.1 MB
10. Probability - Decision Tree (Updated)/7. Decision Tree - Exercise and Solution 6.mp4 54.0 MB
3. Probability - BasicsGeneral (Updated)/10. General Probability - Exercise and Solution 6.mp4 53.7 MB
1. Set Theory (Updated)/77. List of Set Theory Laws.mp4 53.5 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/3. Binomial Probability Distribution - Properties.mp4 52.7 MB
8. Conditional Probability (Updated)/5. Conditional Probability - Exercise and Solution 4.mp4 52.1 MB
3. Probability - BasicsGeneral (Updated)/7. General Probability - Exercise and Solution 3.mp4 51.8 MB
17. Linear Algebra - Determinant (Updated)/9. Exercise and Solution 2.mp4 50.2 MB
1. Set Theory (Updated)/83. Distributive Laws.mp4 49.6 MB
16. Linear Algebra - Matrices (Updated)/19. Exercise and Solution 8.mp4 49.3 MB
1. Set Theory (Updated)/59. Exercise & Solution 2 - Disjoint & Non-Disjoint Sets.mp4 49.3 MB
8. Conditional Probability (Updated)/3. Conditional Probability - Exercise and Solution 2.mp4 49.2 MB
4. Theoretical Probability (Updated)/4. Theoretical Probability - Exercise and Solution 3.mp4 48.2 MB
17. Linear Algebra - Determinant (Updated)/2. Exercise and Solution - Determinant 1.mp4 48.1 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/14. Exercise & Solution 14.mp4 48.1 MB
2. Combinatorics (Updated)/28. Row-Arrangement Permutation - Exercise & Solution 4.mp4 47.7 MB
3. Probability - BasicsGeneral (Updated)/8. General Probability - Exercise and Solution 4.mp4 47.1 MB
1. Set Theory (Updated)/90. Jaccard Similarity - Example 2.mp4 46.9 MB
46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/4. Dependent, Independent, Control Moderating and Mediating Variables.mp4 46.8 MB
1. Set Theory (Updated)/82. Commutative Laws.mp4 46.7 MB
1. Set Theory (Updated)/50. Exercise & Solution 1 - Union (Set Operation).mp4 46.7 MB
1. Set Theory (Updated)/16. Universal Quantifier - Example 7.mp4 46.2 MB
1. Set Theory (Updated)/85. Associative Laws.mp4 46.2 MB
16. Linear Algebra - Matrices (Updated)/21. Exercise and Solution 10.mp4 46.0 MB
1. Set Theory (Updated)/5. Key Features of a Set.mp4 46.0 MB
1. Set Theory (Updated)/46. Superset (Set Operation).mp4 45.6 MB
11. Bayes' Theorem (Updated)/2. Bayes' Theorem Formula.mp4 45.4 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/5. Sensitivity and Specificity - Exercise and Solution 4.mp4 45.1 MB
1. Set Theory (Updated)/60. Exercise & Solution 3 - Disjoint & Non-Disjoint Sets.mp4 44.8 MB
8. Conditional Probability (Updated)/4. Conditional Probability - Exercise and Solution 3.mp4 44.6 MB
1. Set Theory (Updated)/69. Cartesian Product.mp4 44.6 MB
7. Probability - Multiplication Rule (Updated)/2. Multiplication Rule - Independent Events - Exercise and Solution 1.mp4 43.7 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/16. Binomial Probability Distribution - Exercise 4.mp4 43.3 MB
1. Set Theory (Updated)/89. Jaccard Similarity - Example 1.mp4 43.2 MB
1. Set Theory (Updated)/23. Exercise & Solution 4 - Set-Builder Notation.mp4 43.1 MB
1. Set Theory (Updated)/15. Universal Quantifier - Example 6.mp4 42.9 MB
1. Set Theory (Updated)/26. Exercise & Solution 7 - Set-Builder Notation.mp4 42.6 MB
4. Theoretical Probability (Updated)/2. Theoretical Probability - Exercise and Solution 1.mp4 42.5 MB
2. Combinatorics (Updated)/22. Letters Permutation - Exercise & Solution 6.mp4 42.4 MB
9. Theorem of Total Probability (Updated)/4. Theorem of Total Probability - Exercise and Solution 3.mp4 42.2 MB
2. Combinatorics (Updated)/18. Letters Permutation - Exercise & Solution 2.mp4 42.1 MB
16. Linear Algebra - Matrices (Updated)/14. Exercise and Solution 3.mp4 41.8 MB
17. Linear Algebra - Determinant (Updated)/11. Exercise and Solution 4.mp4 41.4 MB
5. Empirical Probability (Updated)/1. Empirical Probability.mp4 41.2 MB
1. Set Theory (Updated)/81. Complementation Laws.mp4 41.2 MB
4. Theoretical Probability (Updated)/5. Theoretical Probability - Exercise and Solution 4.mp4 41.1 MB
10. Probability - Decision Tree (Updated)/4. Decision Tree - Exercise and Solution 3.mp4 40.8 MB
7. Probability - Multiplication Rule (Updated)/8. Multiplication Rule - Independent Events - Exercise and Solution 7.mp4 40.7 MB
16. Linear Algebra - Matrices (Updated)/13. Exercise and Solution 3.mp4 40.3 MB
49. Statistics - Pearson and Spearman Correlation Methods/4. Spearman Example.mp4 40.2 MB
21. ARCHIVED - Set Theory/12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....mp4 39.9 MB
16. Linear Algebra - Matrices (Updated)/24. Exercise and Solution 13.mp4 39.9 MB
17. Linear Algebra - Determinant (Updated)/4. Singular Matrix.mp4 39.7 MB
2. Combinatorics (Updated)/24. Letters Permutation - Exercise & Solution 8.mp4 39.5 MB
2. Combinatorics (Updated)/20. Letters Permutation - Exercise & Solution 4.mp4 39.4 MB
2. Combinatorics (Updated)/32. Row-Arrangement Permutation - Exercise & Solution 8.mp4 39.2 MB
21. ARCHIVED - Set Theory/11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.mp4 39.2 MB
6. Probability - Addition Rule (Updated)/10. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 1.mp4 38.9 MB
7. Probability - Multiplication Rule (Updated)/9. Multiplication Rule - Dependent Events - Exercise and Solution 1.mp4 38.8 MB
1. Set Theory (Updated)/64. Exercise & Solution 7 - Disjoint & Non-Disjoint Sets.mp4 38.5 MB
4. Theoretical Probability (Updated)/6. Theoretical Probability - Exercise and Solution 5.mp4 38.5 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/6. Bayes' Theorem - Exercise and Solution.mp4 38.4 MB
1. Set Theory (Updated)/27. Exercise & Solution 8 - Set-Builder Notation.mp4 38.2 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/8. Binomial Probability Distribution - Exercise and Solution 4.mp4 38.2 MB
3. Probability - BasicsGeneral (Updated)/15. General Probability - Exercise and Solution 11.mp4 37.4 MB
16. Linear Algebra - Matrices (Updated)/16. Exercise and Solution 5.mp4 37.3 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/2. Sensitivity and Specificity - Exercise and Solution 1.mp4 37.3 MB
2. Combinatorics (Updated)/19. Letters Permutation - Exercise & Solution 3.mp4 37.2 MB
67. Area Under Curve - Using Integration/3. Question and Solution 1.mp4 37.2 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/13. Exercise & Solution 13.mp4 37.1 MB
1. Set Theory (Updated)/79. Idempotent laws.mp4 36.8 MB
16. Linear Algebra - Matrices (Updated)/6. Equal Matrices.mp4 36.5 MB
2. Combinatorics (Updated)/31. Row-Arrangement Permutation - Exercise & Solution 7.mp4 36.5 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/6. Sensitivity and Specificity - Exercise and Solution 5.mp4 36.2 MB
20. NumPy - Recommendation! Recommendation!! Recommendation!!!/1. NumPy, After Linear Algebra.mp4 36.0 MB
11. Bayes' Theorem (Updated)/13. Bayes' Theorem - Exercise and Solution 6.mp4 35.7 MB
2. Combinatorics (Updated)/34. Combination - Exercise & Solution 2.mp4 35.6 MB
1. Set Theory (Updated)/91. Jaccard Similarity - Example 3.mp4 35.0 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/1. Decision Tree of Probability.mp4 34.7 MB
53. Calculus - Introduction to Differentiation/4. Gradient of a Curve to Understanding Differentiation.mp4 34.6 MB
16. Linear Algebra - Matrices (Updated)/25. Exercise and Solution 14.mp4 34.4 MB
10. Probability - Decision Tree (Updated)/6. Decision Tree - Exercise and Solution 5.mp4 34.4 MB
2. Combinatorics (Updated)/17. Letters Permutation - Exercise & Solution 1.mp4 34.3 MB
2. Combinatorics (Updated)/47. Python for Combination - Include Exercises and Solutions.mp4 34.2 MB
7. Probability - Multiplication Rule (Updated)/7. Multiplication Rule - Independent Events - Exercise and Solution 6.mp4 34.1 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/6. Binomial Probability Distribution - Exercise and Solution 2.mp4 34.0 MB
46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/3. Types of Variable Explained.mp4 33.9 MB
6. Probability - Addition Rule (Updated)/14. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 5.mp4 33.7 MB
1. Set Theory (Updated)/11. Universal Quantifier - Example 2.mp4 33.6 MB
1. Set Theory (Updated)/87. Double Negation Law.mp4 33.5 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/21. Binomial and Poisson Distribution - Exercises and Solutions.mp4 33.4 MB
30. ARCHIVED - Theorem of Total Probability/1. Theorem of Total Probability.mp4 33.3 MB
2. Combinatorics (Updated)/14. Digits Permutation - Exercise & Solution 4.mp4 33.2 MB
16. Linear Algebra - Matrices (Updated)/4. Transpose of Matrix.mp4 32.7 MB
5. Empirical Probability (Updated)/21. Empirical Probability - Exercise and Solution 20.mp4 32.6 MB
2. Combinatorics (Updated)/30. Row-Arrangement Permutation - Exercise & Solution 6.mp4 32.1 MB
1. Set Theory (Updated)/40. Equal - Equivalent - Identical Sets.mp4 31.9 MB
16. Linear Algebra - Matrices (Updated)/11. Exercise and Solution 1.mp4 31.8 MB
6. Probability - Addition Rule (Updated)/4. Addition Rule - Mutually Exclusive Events - Exercise and Solution 3.mp4 31.7 MB
17. Linear Algebra - Determinant (Updated)/13. Exercise and Solution 6.mp4 31.4 MB
6. Probability - Addition Rule (Updated)/13. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 4.mp4 31.2 MB
5. Empirical Probability (Updated)/24. Empirical Probability - Exercise and Solution 23.mp4 31.0 MB
6. Probability - Addition Rule (Updated)/12. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 3.mp4 30.9 MB
2. Combinatorics (Updated)/6. Cyclic Permutation - Exercise & Solution 1.mp4 30.9 MB
1. Set Theory (Updated)/52. Exercise & Solution 3 - Union (Set Operation).mp4 30.9 MB
1. Set Theory (Updated)/54. Exercise & Solution 1 - Intersection (Set Operation).mp4 30.8 MB
2. Combinatorics (Updated)/36. Combination - Exercise & Solution 4.mp4 30.5 MB
1. Set Theory (Updated)/43. Singleton Set.mp4 30.5 MB
16. Linear Algebra - Matrices (Updated)/22. Exercise and Solution 11.mp4 30.4 MB
14. Geometric Distribution (New)/2. Geometric Distribution - Exercise and Solution 1.mp4 30.3 MB
1. Set Theory (Updated)/10. Universal Quantifier - Example 1.mp4 30.3 MB
4. Theoretical Probability (Updated)/3. Theoretical Probability - Exercise and Solution 2.mp4 30.1 MB
21. ARCHIVED - Set Theory/19. General Number Sets.mp4 30.1 MB
17. Linear Algebra - Determinant (Updated)/10. Exercise and Solution 3.mp4 30.0 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/24. Normal Distribution - Exercise and Solution 1.mp4 29.8 MB
4. Theoretical Probability (Updated)/7. Theoretical Probability - Exercise and Solution 6.mp4 29.3 MB
21. ARCHIVED - Set Theory/4. Proper vs Improper Subset.mp4 28.9 MB
7. Probability - Multiplication Rule (Updated)/6. Multiplication Rule - Independent Events - Exercise and Solution 5.mp4 28.7 MB
14. Geometric Distribution (New)/4. Geometric Distribution - Exercise and Solution 3.mp4 28.6 MB
6. Probability - Addition Rule (Updated)/2. Addition Rule - Mutually Exclusive Events - Exercise and Solution 1.mp4 28.5 MB
48. Statistics - Regression & Collinearity/1. Regression - Linear, Multiple Regression....mp4 28.4 MB
2. Combinatorics (Updated)/27. Row-Arrangement Permutation - Exercise & Solution 3.mp4 28.0 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/3. Sensitivity and Specificity - Exercise and Solution 2.mp4 27.9 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/17. Binomial Probability Distribution - Exercise 5.mp4 27.8 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/7. Binomial Probability Distribution - Exercise and Solution 3.mp4 27.6 MB
2. Combinatorics (Updated)/33. Combination - Exercise & Solution 1.mp4 27.5 MB
7. Probability - Multiplication Rule (Updated)/3. Multiplication Rule - Independent Events - Exercise and Solution 2.mp4 27.2 MB
50. Statistics - Regression Error Metrics/1. Understanding Regression Error Metrics.mp4 26.9 MB
54. Calculus - Derivatives By First Principle/2. Question and Solution 1.mp4 26.9 MB
7. Probability - Multiplication Rule (Updated)/4. Multiplication Rule - Independent Events - Exercise and Solution 3.mp4 26.9 MB
1. Set Theory (Updated)/37. Cardinality of a Set.mp4 26.7 MB
21. ARCHIVED - Set Theory/17. Range and Domain Sets.mp4 26.6 MB
2. Combinatorics (Updated)/16. Digits Permutation - Exercise & Solution 5.mp4 26.6 MB
2. Combinatorics (Updated)/21. Letters Permutation - Exercise & Solution 5.mp4 26.3 MB
1. Set Theory (Updated)/61. Exercise & Solution 4 - Disjoint & Non-Disjoint Sets.mp4 26.2 MB
2. Combinatorics (Updated)/38. Combination - Exercise & Solution 6.mp4 26.2 MB
1. Set Theory (Updated)/51. Exercise & Solution 2 - Union (Set Operation).mp4 25.9 MB
31. ARCHIVED - Bayes' Theorem/1. Bayes' Theorem.mp4 25.8 MB
1. Set Theory (Updated)/22. Exercise & Solution 3 - Set-Builder Notation.mp4 25.5 MB
17. Linear Algebra - Determinant (Updated)/12. Exercise and Solution 5.mp4 25.3 MB
6. Probability - Addition Rule (Updated)/5. Addition Rule - Mutually Exclusive Events - Exercise and Solution 4.mp4 25.3 MB
2. Combinatorics (Updated)/15. Digits Permutation - Exercise & Solution 5.mp4 25.3 MB
6. Probability - Addition Rule (Updated)/11. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 2.mp4 25.3 MB
67. Area Under Curve - Using Integration/4. Question and Solution 2.mp4 25.0 MB
6. Probability - Addition Rule (Updated)/7. Addition Rule - Mutually Exclusive Events - Exercise and Solution 6.mp4 25.0 MB
2. Combinatorics (Updated)/25. Row-Arrangement Permutation - Exercise & Solution 1.mp4 24.9 MB
3. Probability - BasicsGeneral (Updated)/5. General Probability - Exercise and Solution 1.mp4 24.9 MB
51. Indices & Logarithms/2. The laws of Indices.mp4 24.8 MB
14. Geometric Distribution (New)/10. Geometric Distribution - Exercise 5.mp4 24.7 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/5. Binomial Probability Distribution - Exercise and Solution 1.mp4 24.4 MB
1. Set Theory (Updated)/20. Exercise & Solution 1 - Set-Builder Notation.mp4 24.2 MB
1. Set Theory (Updated)/13. Universal Quantifier - Example 4.mp4 24.0 MB
1. Set Theory (Updated)/18. Universal Quantifier - Example 9.mp4 24.0 MB
1. Set Theory (Updated)/31. Exercise & Solution 12 - Set-Builder Notation.mp4 24.0 MB
27. ARCHIVED - Probability Multiplication Rule/3. Exercise & Solution 2.mp4 23.9 MB
1. Set Theory (Updated)/28. Exercise & Solution 9 - Set-Builder Notation.mp4 23.7 MB
36. Statistics - Properties of Mean/1. Basic Properties of Mean.mp4 23.7 MB
19. Euclidean Distance and Manhattan Distance/1. Understanding Euclidean Distance and Manhattan Distance.mp4 23.5 MB
6. Probability - Addition Rule (Updated)/6. Addition Rule - Mutually Exclusive Events - Exercise and Solution 5.mp4 23.3 MB
6. Probability - Addition Rule (Updated)/3. Addition Rule - Mutually Exclusive Events - Exercise and Solution 2.mp4 23.3 MB
50. Statistics - Regression Error Metrics/2. Mean Squared Error.mp4 23.1 MB
21. ARCHIVED - Set Theory/22. Set Exercise & Solution 6.mp4 23.1 MB
1. Set Theory (Updated)/6. Null or an Empty Set.mp4 23.1 MB
15. Hypergeometric Distribution (New)/3. Hypergeometric Distribution - mean and variance.mp4 22.9 MB
7. Probability - Multiplication Rule (Updated)/5. Multiplication Rule - Independent Events - Exercise and Solution 4.mp4 22.7 MB
49. Statistics - Pearson and Spearman Correlation Methods/5. Pearson Example.mp4 22.7 MB
14. Geometric Distribution (New)/3. Geometric Distribution - Exercise and Solution 2.mp4 22.7 MB
1. Set Theory (Updated)/12. Universal Quantifier - Example 3.mp4 22.7 MB
45. Statistics - Variance & Standard Deviation/12. Question and Answer 10.mp4 22.5 MB
1. Set Theory (Updated)/8. Element of a Set.mp4 22.5 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/22. Normal Distribution.mp4 22.5 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/4. Sensitivity and Specificity - Exercise and Solution 3.mp4 22.3 MB
52. ARCHIVED - Linear Algebra - Matrices/2. Introduction to Matrix.mp4 22.3 MB
1. Set Theory (Updated)/17. Universal Quantifier - Example 8.mp4 21.9 MB
1. Set Theory (Updated)/63. Exercise & Solution 6 - Disjoint & Non-Disjoint Sets.mp4 21.4 MB
5. Empirical Probability (Updated)/23. Empirical Probability - Exercise and Solution 22.mp4 21.3 MB
1. Set Theory (Updated)/97. Python for Set Theory II - Multiple Sets.mp4 21.3 MB
30. ARCHIVED - Theorem of Total Probability/2. Theorem of Total Probability - Exceptional Case.mp4 21.2 MB
1. Set Theory (Updated)/14. Universal Quantifier - Example 5.mp4 21.1 MB
23. ARCHIVED - Probability - BasicsGeneral/3. Basic Terms in Probability.mp4 20.0 MB
4. Theoretical Probability (Updated)/1. Theoretical Probability.mp4 20.0 MB
21. ARCHIVED - Set Theory/27. Venn Diagram.mp4 19.8 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/10. Binomial Probability Distribution - Exercise and Solution 6.mp4 19.7 MB
3. Probability - BasicsGeneral (Updated)/11. General Probability - Exercise and Solution 7.mp4 19.5 MB
7. Probability - Multiplication Rule (Updated)/11. Multiplication Rule - Dependent Events - Exercise and Solution 3.mp4 19.4 MB
2. Combinatorics (Updated)/10. Cyclic Permutation - Exercise & Solution 5.mp4 19.4 MB
5. Empirical Probability (Updated)/22. Empirical Probability - Exercise and Solution 21.mp4 19.3 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/3. Decision Tree on Dependent Events - Exercise and Solution.mp4 19.3 MB
7. Probability - Multiplication Rule (Updated)/12. Multiplication Rule - Dependent Events - Exercise and Solution 4.mp4 19.0 MB
21. ARCHIVED - Set Theory/32. Set Exercise & Solution 15.mp4 19.0 MB
51. Indices & Logarithms/1. Importance of Logarithms for Machine Learning.mp4 18.9 MB
52. ARCHIVED - Linear Algebra - Matrices/11. Cofactor - Example.mp4 18.8 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/25. Normal Distribution - Exercise and Solution 2.mp4 18.5 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/10. Exercise & Solution 10.mp4 18.4 MB
21. ARCHIVED - Set Theory/18. Number Sets Prime, Odd, Even, Multiple, Odd-Prime, Divisibility.mp4 18.4 MB
52. ARCHIVED - Linear Algebra - Matrices/4. Multiplication - Matrice.mp4 17.8 MB
22. ARCHIVED - Combinatorics/11. Exercise & Solution.mp4 17.8 MB
2. Combinatorics (Updated)/29. Row-Arrangement Permutation - Exercise & Solution 5.mp4 17.7 MB
5. Empirical Probability (Updated)/11. Empirical Probability - Exercise and Solution 10.mp4 17.6 MB
23. ARCHIVED - Probability - BasicsGeneral/4. General Formula.mp4 17.6 MB
47. Statistics - Correlation/1. Correlation.mp4 17.5 MB
15. Hypergeometric Distribution (New)/5. Hypergeometric Distribution - Exercise.mp4 17.4 MB
5. Empirical Probability (Updated)/13. Empirical Probability - Exercise and Solution 12.mp4 17.2 MB
52. ARCHIVED - Linear Algebra - Matrices/27. Cramer's Rule Example.mp4 17.2 MB
5. Empirical Probability (Updated)/2. Empirical Probability - Exercise and Solution 1.mp4 17.1 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/8. Total Probability - Exercise and Solution.mp4 17.0 MB
52. ARCHIVED - Linear Algebra - Matrices/13. Inverse of Matrix.mp4 16.9 MB
57. Calculus - Differentiation Using Chain Rule/1. Understanding Chain Rule.mp4 16.4 MB
2. Combinatorics (Updated)/12. Digits Permutation - Exercise & Solution 2.mp4 16.4 MB
21. ARCHIVED - Set Theory/2. What is Set.mp4 16.2 MB
52. ARCHIVED - Linear Algebra - Matrices/7. Special Matrix.mp4 16.0 MB
2. Combinatorics (Updated)/45. Python for Permutation - Include Exercises and Solutions.mp4 16.0 MB
52. ARCHIVED - Linear Algebra - Matrices/25. Exercise & Solution 11.mp4 15.9 MB
22. ARCHIVED - Combinatorics/13. More Factorial vs Permutation.mp4 15.7 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/7. Total Probability - Exercise and Solution.mp4 15.6 MB
48. Statistics - Regression & Collinearity/2. Collinearity.mp4 15.6 MB
5. Empirical Probability (Updated)/12. Empirical Probability - Exercise and Solution 11.mp4 15.5 MB
53. Calculus - Introduction to Differentiation/2. Gradient of a Straight Line.mp4 15.4 MB
3. Probability - BasicsGeneral (Updated)/13. General Probability - Exercise and Solution 9.mp4 15.3 MB
22. ARCHIVED - Combinatorics/16. Exercise & Solution.mp4 15.3 MB
63. Integration - Indefinite Integrals/1. Example.mp4 15.2 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/14. Binomial Probability Distribution - Exercise 2.mp4 15.1 MB
18. Linear Algebra - EigenValue and EigenVector/1. Understanding EigenValue and EigenVector.mp4 15.1 MB
1. Set Theory (Updated)/58. Exercise & Solution 1 - Disjoint & Non-Disjoint Sets.mp4 15.0 MB
4. Theoretical Probability (Updated)/8. Theoretical Probability - Exercise and Solution 7.mp4 14.9 MB
21. ARCHIVED - Set Theory/29. Set Exercise & Solution 12.mp4 14.8 MB
3. Probability - BasicsGeneral (Updated)/12. General Probability - Exercise and Solution 8.mp4 14.8 MB
25. ARCHIVED - Empirical (Experimental) Probability/2. Exercise & Solution 1.mp4 14.7 MB
52. ARCHIVED - Linear Algebra - Matrices/26. Cramer's Rule.mp4 14.7 MB
5. Empirical Probability (Updated)/16. Empirical Probability - Exercise and Solution 15.mp4 14.3 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/9. Binomial Probability Distribution - Exercise and Solution 5.mp4 14.2 MB
52. ARCHIVED - Linear Algebra - Matrices/10. Cofactor Minor Place Sign.mp4 14.1 MB
17. Linear Algebra - Determinant (Updated)/15. Exercise for you 2.mp4 14.1 MB
3. Probability - BasicsGeneral (Updated)/9. General Probability - Exercise and Solution 5.mp4 14.0 MB
3. Probability - BasicsGeneral (Updated)/16. General Probability - Exercise and Solution 12.mp4 13.8 MB
46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/1. Variable.mp4 13.7 MB
5. Empirical Probability (Updated)/3. Empirical Probability - Exercise and Solution 2.mp4 13.6 MB
21. ARCHIVED - Set Theory/7. Power Set.mp4 13.6 MB
52. ARCHIVED - Linear Algebra - Matrices/12. Adjoint of a Square Matrix.mp4 13.4 MB
2. Combinatorics (Updated)/7. Cyclic Permutation - Exercise & Solution 2.mp4 13.4 MB
14. Geometric Distribution (New)/5. Geometric Distribution - Exercise and Solution 4.mp4 13.3 MB
59. Calculus - Differentiation Using Chain and Product Rules Examples/2. Question and Solution 2.mp4 13.2 MB
26. ARCHIVED - Probability Addition Rules/8. Exercise & Solution 7.mp4 13.1 MB
5. Empirical Probability (Updated)/14. Empirical Probability - Exercise and Solution 13.mp4 13.1 MB
18. Linear Algebra - EigenValue and EigenVector/5. Example 4.mp4 13.1 MB
36. Statistics - Properties of Mean/7. Question and Answer 6.mp4 13.1 MB
67. Area Under Curve - Using Integration/5. Question and Solution 3.mp4 13.0 MB
5. Empirical Probability (Updated)/17. Empirical Probability - Exercise and Solution 16.mp4 13.0 MB
2. Combinatorics (Updated)/43. Python for Factorial - Include Exercises and Solutions.mp4 12.8 MB
61. Calculus - Differentiation Using Quotient and Chain Rules Examples/1. Question and Solution 1.mp4 12.8 MB
16. Linear Algebra - Matrices (Updated)/30. Exercise for you 5.mp4 12.7 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/11. Binomial Probability Distribution - Exercise and Solution 7.mp4 12.7 MB
2. Combinatorics (Updated)/8. Cyclic Permutation - Exercise & Solution 3.mp4 12.6 MB
67. Area Under Curve - Using Integration/2. Understanding Area Under Curve.mp4 12.4 MB
51. Indices & Logarithms/43. Exercise and Solution 13.mp4 12.4 MB
18. Linear Algebra - EigenValue and EigenVector/4. Example 3.mp4 12.4 MB
35. Statistics - Weighted Mean/2. Question and Answer 1.mp4 12.2 MB
1. Set Theory (Updated)/32. Exercise & Solution 13 - Set-Builder Notation.mp4 12.1 MB
5. Empirical Probability (Updated)/5. Empirical Probability - Exercise and Solution 4.mp4 12.1 MB
26. ARCHIVED - Probability Addition Rules/1. Mutually Exclusive and Non-Mutually Exclusive Events.mp4 12.0 MB
11. Bayes' Theorem (Updated)/14. Bayes' Theorem - Exercise 1.mp4 12.0 MB
33. Statistics/3. Frequency and Tally.mp4 12.0 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/28. T Distribution.mp4 11.7 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/4. Decision Tree on Total Probability - Exercise and Solution.mp4 11.7 MB
50. Statistics - Regression Error Metrics/7. Summary on Regression Error Metrics.mp4 11.7 MB
5. Empirical Probability (Updated)/15. Empirical Probability - Exercise and Solution 14.mp4 11.5 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/2. Exercise & Solution 2.mp4 11.4 MB
36. Statistics - Properties of Mean/4. Question and Answer 3.mp4 11.3 MB
16. Linear Algebra - Matrices (Updated)/20. Exercise and Solution 9.mp4 11.3 MB
5. Empirical Probability (Updated)/19. Empirical Probability - Exercise and Solution 18.mp4 11.2 MB
45. Statistics - Variance & Standard Deviation/9. Question and Answer 7.mp4 11.1 MB
11. Bayes' Theorem (Updated)/17. Bayes' Theorem - Exercise 4.mp4 11.1 MB
11. Bayes' Theorem (Updated)/16. Bayes' Theorem - Exercise 3.mp4 11.1 MB
39. Statistics - Median Frequency Distribution/1. Median Frequency Distribution.mp4 11.0 MB
2. Combinatorics (Updated)/13. Digits Permutation - Exercise & Solution 3.mp4 11.0 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/26. Skewness.mp4 10.9 MB
11. Bayes' Theorem (Updated)/15. Bayes' Theorem - Exercise 2.mp4 10.9 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/9. Exercise & Solution 9.mp4 10.7 MB
21. ARCHIVED - Set Theory/9. Set Builder Notation.mp4 10.4 MB
33. Statistics/4. Population and Sample.mp4 10.3 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/8. Exercise & Solution 8.mp4 10.3 MB
65. Integration - Definite Integrals I/1. Question and Solution 1.mp4 10.3 MB
45. Statistics - Variance & Standard Deviation/6. Question and Answer 4.mp4 10.2 MB
17. Linear Algebra - Determinant (Updated)/17. Exercise for you 4.mp4 10.2 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/18. Exercise & Solution 18.mp4 10.1 MB
52. ARCHIVED - Linear Algebra - Matrices/14. Inverse of Matrix - Example.mp4 10.1 MB
23. ARCHIVED - Probability - BasicsGeneral/7. Exercise & Solution 3.mp4 10.0 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/3. Exercise & Solution 3.mp4 9.9 MB
16. Linear Algebra - Matrices (Updated)/29. Exercise for you 4.mp4 9.9 MB
51. Indices & Logarithms/45. Logarithm to Base 10 and Base e.mp4 9.9 MB
5. Empirical Probability (Updated)/4. Empirical Probability - Exercise and Solution 3.mp4 9.8 MB
9. Theorem of Total Probability (Updated)/5. Theorem of Total Probability - Exercise 1.mp4 9.8 MB
23. ARCHIVED - Probability - BasicsGeneral/5. Exercise & Solution 1.mp4 9.8 MB
45. Statistics - Variance & Standard Deviation/8. Question and Answer 6.mp4 9.8 MB
22. ARCHIVED - Combinatorics/6. Exercise & Solution.mp4 9.8 MB
17. Linear Algebra - Determinant (Updated)/16. Exercise for you 3.mp4 9.7 MB
27. ARCHIVED - Probability Multiplication Rule/6. Exercise & Solution 5.mp4 9.6 MB
17. Linear Algebra - Determinant (Updated)/19. Exercise for you 6.mp4 9.6 MB
52. ARCHIVED - Linear Algebra - Matrices/8. Determinant of Matrix.mp4 9.5 MB
22. ARCHIVED - Combinatorics/5. Combination.mp4 9.5 MB
16. Linear Algebra - Matrices (Updated)/26. Exercise for you 1.mp4 9.4 MB
35. Statistics - Weighted Mean/3. Question and Answer 2.mp4 9.3 MB
21. ARCHIVED - Set Theory/30. Set Exercise & Solution 13.mp4 9.2 MB
51. Indices & Logarithms/15. Exercise and Solution 12.mp4 9.1 MB
52. ARCHIVED - Linear Algebra - Matrices/24. Matrix for Simultaneous Equation - Exercise & Solution 10.mp4 9.1 MB
49. Statistics - Pearson and Spearman Correlation Methods/1. Understanding Pearson and Spearman correlation.mp4 9.1 MB
44. Statistics - Mean Deviation/1. Understanding Mean Deviation.mp4 8.9 MB
5. Empirical Probability (Updated)/18. Empirical Probability - Exercise and Solution 17.mp4 8.9 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/2. Decision Tree on Dependent Events - Exercise and Solution.mp4 8.9 MB
26. ARCHIVED - Probability Addition Rules/9. Exercise & Solution 8.mp4 8.9 MB
5. Empirical Probability (Updated)/20. Empirical Probability - Exercise and Solution 19.mp4 8.8 MB
17. Linear Algebra - Determinant (Updated)/23. Cramer's Rule - Exercise for you.mp4 8.7 MB
21. ARCHIVED - Set Theory/26. Set Exercise & Solution 10.mp4 8.6 MB
21. ARCHIVED - Set Theory/21. Set Exercise & Solution 5.mp4 8.6 MB
24. ARCHIVED - Theoretical Probability/4. Exercise & Solution 3.mp4 8.6 MB
38. Statistics - Median/1. Median.mp4 8.5 MB
26. ARCHIVED - Probability Addition Rules/7. Exercise & Solution 6.mp4 8.5 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/12. Exercise & Solution 12.mp4 8.4 MB
27. ARCHIVED - Probability Multiplication Rule/5. Exercise & Solution 4.mp4 8.3 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/17. Exercise & Solution 17.mp4 8.3 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/4. Exercise & Solution 4.mp4 8.3 MB
3. Probability - BasicsGeneral (Updated)/14. General Probability - Exercise and Solution 10.mp4 8.2 MB
51. Indices & Logarithms/19. Exercise and Solution 16.mp4 8.2 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/19. Exercise & Solution 19.mp4 8.2 MB
26. ARCHIVED - Probability Addition Rules/3. Exercise & Solution 2.mp4 8.1 MB
51. Indices & Logarithms/14. Exercise and Solution 11.mp4 8.1 MB
50. Statistics - Regression Error Metrics/5. R-Squared or Coefficient of Determination.mp4 8.1 MB
26. ARCHIVED - Probability Addition Rules/4. Exercise & Solution 3.mp4 8.1 MB
23. ARCHIVED - Probability - BasicsGeneral/2. What is Probability.mp4 8.1 MB
51. Indices & Logarithms/29. The Summary of the Laws of Logarithm.mp4 8.0 MB
9. Theorem of Total Probability (Updated)/6. Theorem of Total Probability - Exercise 2.mp4 8.0 MB
10. Probability - Decision Tree (Updated)/9. Decision Tree - Exercise 1.mp4 8.0 MB
51. Indices & Logarithms/20. Introduction to Logarithm.mp4 7.9 MB
27. ARCHIVED - Probability Multiplication Rule/4. Exercise & Solution 3.mp4 7.9 MB
33. Statistics/2. Introduction.mp4 7.8 MB
34. Statistics - Mean/8. Question and Answer 7.mp4 7.8 MB
16. Linear Algebra - Matrices (Updated)/28. Exercise for you 3.mp4 7.8 MB
34. Statistics - Mean/7. Question and Answer 6.mp4 7.7 MB
27. ARCHIVED - Probability Multiplication Rule/1. Dependent and Independent Events.mp4 7.6 MB
2. Combinatorics (Updated)/26. Row-Arrangement Permutation - Exercise & Solution 2.mp4 7.6 MB
17. Linear Algebra - Determinant (Updated)/18. Exercise for you 5.mp4 7.6 MB
45. Statistics - Variance & Standard Deviation/1. Understanding Variance and Standard Deviation.mp4 7.6 MB
27. ARCHIVED - Probability Multiplication Rule/7. Exercise & Solution 6.mp4 7.5 MB
21. ARCHIVED - Set Theory/23. Set Exercise & Solution 7.mp4 7.5 MB
23. ARCHIVED - Probability - BasicsGeneral/11. Exercise & Solution 7.mp4 7.5 MB
10. Probability - Decision Tree (Updated)/11. Decision Tree - Exercise 2.mp4 7.5 MB
17. Linear Algebra - Determinant (Updated)/21. Exercise for you 8.mp4 7.4 MB
5. Empirical Probability (Updated)/7. Empirical Probability - Exercise and Solution 6.mp4 7.4 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/7. Exercise & Solution 7.mp4 7.4 MB
35. Statistics - Weighted Mean/1. Weighted Mean.mp4 7.3 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/15. Binomial Probability Distribution - Exercise 3.mp4 7.3 MB
54. Calculus - Derivatives By First Principle/7. Question and Solution 5.mp4 7.2 MB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/5. Exercise and Solution.mp4 7.2 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/27. Kurtosis.mp4 7.2 MB
24. ARCHIVED - Theoretical Probability/2. Exercise & Solution 1.mp4 7.1 MB
5. Empirical Probability (Updated)/10. Empirical Probability - Exercise and Solution 9.mp4 7.1 MB
21. ARCHIVED - Set Theory/13. Set Exercise & Solution 1.mp4 7.1 MB
37. Statistics - Mean Frequency Distribution/4. Question and Answer 3.mp4 7.1 MB
50. Statistics - Regression Error Metrics/3. Mean Absolute Error.mp4 7.1 MB
22. ARCHIVED - Combinatorics/7. Exercise & Solution.mp4 7.1 MB
54. Calculus - Derivatives By First Principle/1. Derived Definition Form of First Principle.mp4 7.0 MB
22. ARCHIVED - Combinatorics/4. Permutation.mp4 7.0 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/16. Exercise & Solution 16.mp4 7.0 MB
17. Linear Algebra - Determinant (Updated)/14. Exercise for you 1.mp4 7.0 MB
21. ARCHIVED - Set Theory/16. Finite vs Infinite Set.mp4 7.0 MB
5. Empirical Probability (Updated)/9. Empirical Probability - Exercise and Solution 8.mp4 6.9 MB
51. Indices & Logarithms/7. Exercise and Solution 5.mp4 6.9 MB
21. ARCHIVED - Set Theory/20. Set Exercise & Solution 4.mp4 6.9 MB
16. Linear Algebra - Matrices (Updated)/27. Exercise for you 2.mp4 6.9 MB
39. Statistics - Median Frequency Distribution/3. Question and Answer 2.mp4 6.9 MB
51. Indices & Logarithms/41. Exercise and Solution 11.mp4 6.9 MB
51. Indices & Logarithms/6. Exercise and Solution 4.mp4 6.8 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/1. Exercise & Solution 1.mp4 6.8 MB
14. Geometric Distribution (New)/6. Geometric Distribution - Exercise 1.mp4 6.7 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/20. Exercise & Solution 20.mp4 6.7 MB
51. Indices & Logarithms/9. Exercise and Solution 7.mp4 6.6 MB
51. Indices & Logarithms/3. Exercise and Solution 1.mp4 6.6 MB
21. ARCHIVED - Set Theory/3. Universal vs Subset.mp4 6.6 MB
39. Statistics - Median Frequency Distribution/2. Question and Answer 1.mp4 6.4 MB
22. ARCHIVED - Combinatorics/9. Exercise & Solution.mp4 6.4 MB
57. Calculus - Differentiation Using Chain Rule/2. Question and Solution 1.mp4 6.4 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/23. Z-Score.mp4 6.4 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/20. Poisson Distribution.mp4 6.3 MB
60. Calculus - Differentiation Using Quotient Rule/1. Understanding Quotient.mp4 6.3 MB
5. Empirical Probability (Updated)/8. Empirical Probability - Exercise and Solution 7.mp4 6.2 MB
45. Statistics - Variance & Standard Deviation/2. Basic Properties of Variance and Standard Deviation.mp4 6.2 MB
22. ARCHIVED - Combinatorics/2. What is Factorial.mp4 6.2 MB
37. Statistics - Mean Frequency Distribution/2. Question and Answer 1.mp4 6.2 MB
9. Theorem of Total Probability (Updated)/9. Theorem of Total Probability - Exercise 5.mp4 6.0 MB
60. Calculus - Differentiation Using Quotient Rule/2. Question and Solution 1.mp4 6.0 MB
59. Calculus - Differentiation Using Chain and Product Rules Examples/1. Question and Solution 1.mp4 6.0 MB
14. Geometric Distribution (New)/7. Geometric Distribution - Exercise 2.mp4 6.0 MB
9. Theorem of Total Probability (Updated)/8. Theorem of Total Probability - Exercise 4.mp4 6.0 MB
45. Statistics - Variance & Standard Deviation/11. Question and Answer 9.mp4 6.0 MB
52. ARCHIVED - Linear Algebra - Matrices/17. Exercise & Solution 3.mp4 6.0 MB
22. ARCHIVED - Combinatorics/10. Exercise & Solution.mp4 5.9 MB
26. ARCHIVED - Probability Addition Rules/2. Exercise & Solution 1.mp4 5.9 MB
51. Indices & Logarithms/28. The Eight Law of Logarithm.mp4 5.9 MB
17. Linear Algebra - Determinant (Updated)/20. Exercise for you 7.mp4 5.8 MB
34. Statistics - Mean/9. Question and Answer 8.mp4 5.7 MB
51. Indices & Logarithms/42. Exercise and Solution 12.mp4 5.7 MB
23. ARCHIVED - Probability - BasicsGeneral/12. Exercise & Solution 8.mp4 5.7 MB
10. Probability - Decision Tree (Updated)/17. Decision Tree - Exercise 3.mp4 5.7 MB
25. ARCHIVED - Empirical (Experimental) Probability/3. Exercise & Solution 2.mp4 5.7 MB
52. ARCHIVED - Linear Algebra - Matrices/6. Transpose - Matrix.mp4 5.6 MB
23. ARCHIVED - Probability - BasicsGeneral/8. Exercise & Solution 4.mp4 5.6 MB
57. Calculus - Differentiation Using Chain Rule/3. Question and Solution 2.mp4 5.6 MB
22. ARCHIVED - Combinatorics/1. Importance of Combinatorics for Machine Learning.mp4 5.6 MB
64. Integration - Indefinite Integrals II/1. Question and Solution 1.mp4 5.5 MB
18. Linear Algebra - EigenValue and EigenVector/3. Example 2.mp4 5.5 MB
51. Indices & Logarithms/10. Exercise and Solution 8.mp4 5.5 MB
3. Probability - BasicsGeneral (Updated)/1. Introduction.mp4 5.5 MB
10. Probability - Decision Tree (Updated)/19. Decision Tree - Exercise 5.mp4 5.5 MB
25. ARCHIVED - Empirical (Experimental) Probability/5. Exercise & Solution 4.mp4 5.3 MB
45. Statistics - Variance & Standard Deviation/7. Question and Answer 5.mp4 5.2 MB
29. ARCHIVED - Conditional Probability/1. Conditional Probability.mp4 5.2 MB
21. ARCHIVED - Set Theory/24. Set Exercise & Solution 8.mp4 5.2 MB
24. ARCHIVED - Theoretical Probability/6. Exercise & Solution 5.mp4 5.2 MB
59. Calculus - Differentiation Using Chain and Product Rules Examples/3. Question and Solution 3.mp4 5.1 MB
53. Calculus - Introduction to Differentiation/1. Importance of Calculus for Machine Learning.mp4 5.1 MB
51. Indices & Logarithms/21. The First Law of Logarithm.mp4 5.0 MB
44. Statistics - Mean Deviation/2. Question and Answer 1.mp4 5.0 MB
51. Indices & Logarithms/22. The Second Law of Logarithm.mp4 5.0 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/18. Binomial Probability Distribution - Exercise 6.mp4 5.0 MB
21. ARCHIVED - Set Theory/8. Equal vs Equivalent Sets.mp4 4.9 MB
10. Probability - Decision Tree (Updated)/18. Decision Tree - Exercise 4.mp4 4.9 MB
24. ARCHIVED - Theoretical Probability/3. Exercise & Solution 2.mp4 4.9 MB
52. ARCHIVED - Linear Algebra - Matrices/9. Determinant of Singular Matrix - Example.mp4 4.8 MB
60. Calculus - Differentiation Using Quotient Rule/3. Question and Solution 2.mp4 4.8 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/9. Sensitivity and Specificity - Exercise 3.mp4 4.7 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/11. Exercise & Solution 11.mp4 4.7 MB
24. ARCHIVED - Theoretical Probability/5. Exercise & Solution 4.mp4 4.7 MB
37. Statistics - Mean Frequency Distribution/3. Question and Answer 2.mp4 4.7 MB
25. ARCHIVED - Empirical (Experimental) Probability/6. Exercise & Solution 5.mp4 4.6 MB
21. ARCHIVED - Set Theory/15. Set Exercise & Solution 3.mp4 4.6 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/8. Sensitivity and Specificity - Exercise 2.mp4 4.6 MB
51. Indices & Logarithms/40. Change Base In Logarithm.mp4 4.6 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/19. Binomial Probability Distribution - Exercise 7.mp4 4.6 MB
25. ARCHIVED - Empirical (Experimental) Probability/4. Exercise & Solution 3.mp4 4.5 MB
51. Indices & Logarithms/23. The Third Law of Logarithm.mp4 4.5 MB
34. Statistics - Mean/4. Question and Answer 3.mp4 4.5 MB
64. Integration - Indefinite Integrals II/3. Question and Solution 3.mp4 4.5 MB
18. Linear Algebra - EigenValue and EigenVector/2. Example 1.mp4 4.5 MB
21. ARCHIVED - Set Theory/31. Set Exercise & Solution 14.mp4 4.5 MB
52. ARCHIVED - Linear Algebra - Matrices/23. Exercise & Solution 9.mp4 4.4 MB
51. Indices & Logarithms/17. Exercise and Solution 14.mp4 4.4 MB
12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/7. Sensitivity and Specificity - Exercise 1.mp4 4.4 MB
14. Geometric Distribution (New)/8. Geometric Distribution - Exercise 3.mp4 4.4 MB
51. Indices & Logarithms/32. Exercise and Solution 3.mp4 4.4 MB
51. Indices & Logarithms/18. Exercise and Solution 15.mp4 4.4 MB
51. Indices & Logarithms/39. Exercise and Solution 10.mp4 4.4 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/6. Exercise & Solution 6.mp4 4.3 MB
23. ARCHIVED - Probability - BasicsGeneral/14. Exercise & Solution 10.mp4 4.3 MB
23. ARCHIVED - Probability - BasicsGeneral/1. Importance of Probability for Machine Learning.mp4 4.3 MB
21. ARCHIVED - Set Theory/6. Null or Empty Set.mp4 4.3 MB
52. ARCHIVED - Linear Algebra - Matrices/16. Exercise & Solution 2.mp4 4.3 MB
9. Theorem of Total Probability (Updated)/7. Theorem of Total Probability - Exercise 3.mp4 4.3 MB
24. ARCHIVED - Theoretical Probability/7. Exercise & Solution 6.mp4 4.3 MB
51. Indices & Logarithms/12. Exercise and Solution 10.mp4 4.2 MB
45. Statistics - Variance & Standard Deviation/4. Question and Answer 2.mp4 4.2 MB
23. ARCHIVED - Probability - BasicsGeneral/6. Exercise & Solution 2.mp4 4.2 MB
36. Statistics - Properties of Mean/2. Question and Answer 1.mp4 4.2 MB
34. Statistics - Mean/2. Question and Answer 1.mp4 4.2 MB
51. Indices & Logarithms/5. Exercise and Solution 3.mp4 4.2 MB
34. Statistics - Mean/3. Question and Answer 2.mp4 4.2 MB
63. Integration - Indefinite Integrals/2. Must Know.mp4 4.1 MB
22. ARCHIVED - Combinatorics/15. Exercise & Solution.mp4 4.1 MB
27. ARCHIVED - Probability Multiplication Rule/2. Exercise & Solution 1.mp4 4.1 MB
34. Statistics - Mean/1. Introduction.mp4 4.0 MB
57. Calculus - Differentiation Using Chain Rule/4. Question and Solution 3.mp4 4.0 MB
33. Statistics/5. Raw Data and Array.mp4 4.0 MB
21. ARCHIVED - Set Theory/14. Set Exercise & Solution 2.mp4 4.0 MB
26. ARCHIVED - Probability Addition Rules/5. Exercise & Solution 4.mp4 3.9 MB
14. Geometric Distribution (New)/9. Geometric Distribution - Exercise 4.mp4 3.9 MB
52. ARCHIVED - Linear Algebra - Matrices/19. Exercise & Solution 5.mp4 3.9 MB
56. Calculus - Special Derivatives/1. Understanding Special Derivatives.mp4 3.9 MB
52. ARCHIVED - Linear Algebra - Matrices/21. Exercise & Solution 7.mp4 3.9 MB
51. Indices & Logarithms/44. Exercise and Solution 14.mp4 3.8 MB
51. Indices & Logarithms/35. Exercise and Solution 6.mp4 3.8 MB
22. ARCHIVED - Combinatorics/3. Factorial - Exercise & Solution.mp4 3.8 MB
51. Indices & Logarithms/4. Exercise and Solution 2.mp4 3.7 MB
25. ARCHIVED - Empirical (Experimental) Probability/1. What is experimental Probability.mp4 3.7 MB
40. Statistics - Mode/1. Mode.mp4 3.7 MB
52. ARCHIVED - Linear Algebra - Matrices/3. Addition and Subtraction - Matrices.mp4 3.7 MB
61. Calculus - Differentiation Using Quotient and Chain Rules Examples/2. Question and Solution 1.mp4 3.7 MB
51. Indices & Logarithms/38. Exercise and Solution 9.mp4 3.6 MB
21. ARCHIVED - Set Theory/10. Cardinality of Set.mp4 3.6 MB
58. Calculus - Differentiation Using Product Rule/2. Question and Solution 1.mp4 3.6 MB
54. Calculus - Derivatives By First Principle/5. Question and Solution 3.mp4 3.5 MB
55. Calculus - Second Derivatives/1. Understanding Second Derivatives.mp4 3.5 MB
23. ARCHIVED - Probability - BasicsGeneral/9. Exercise & Solution 5.mp4 3.5 MB
64. Integration - Indefinite Integrals II/2. Question and Solution 2.mp4 3.5 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/15. Exercise & Solution 15.mp4 3.5 MB
26. ARCHIVED - Probability Addition Rules/6. Exercise & Solution 5.mp4 3.4 MB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/13. Binomial Probability Distribution - Exercise 1.mp4 3.4 MB
54. Calculus - Derivatives By First Principle/4. Question and Solution 2.mp4 3.4 MB
66. Integration - Definite Integrals II/1. Example.mp4 3.4 MB
45. Statistics - Variance & Standard Deviation/10. Question and Answer 8.mp4 3.4 MB
58. Calculus - Differentiation Using Product Rule/6. Question and Solution 5.mp4 3.4 MB
58. Calculus - Differentiation Using Product Rule/4. Question and Solution 3.mp4 3.3 MB
51. Indices & Logarithms/36. Exercise and Solution 7.mp4 3.3 MB
22. ARCHIVED - Combinatorics/14. Exercise & Solution.mp4 3.3 MB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/5. Exercise & Solution 5.mp4 3.3 MB
58. Calculus - Differentiation Using Product Rule/5. Question and Solution 4.mp4 3.3 MB
21. ARCHIVED - Set Theory/25. Set Exercise & Solution 9.mp4 3.2 MB
52. ARCHIVED - Linear Algebra - Matrices/1. Importance of Matrix for Machine Learning.mp4 3.2 MB
39. Statistics - Median Frequency Distribution/4. Question and Answer 3.mp4 3.2 MB
45. Statistics - Variance & Standard Deviation/3. Question and Answer 1.mp4 3.1 MB
65. Integration - Definite Integrals I/3. Question and Solution 3.mp4 3.1 MB
37. Statistics - Mean Frequency Distribution/1. Mean Frequency Distribution.mp4 3.1 MB
58. Calculus - Differentiation Using Product Rule/8. Question and Solution 7.mp4 3.1 MB
34. Statistics - Mean/5. Question and Answer 4.mp4 3.1 MB
52. ARCHIVED - Linear Algebra - Matrices/20. Exercise & Solution 6.mp4 3.1 MB
22. ARCHIVED - Combinatorics/8. Exercise & Solution.mp4 3.0 MB
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67. Area Under Curve - Using Integration/1. Importance of Area Under Curve.mp4 3.0 MB
21. ARCHIVED - Set Theory/1. Importance of Set Theory for Machine Learning.mp4 3.0 MB
51. Indices & Logarithms/33. Exercise and Solution 4.mp4 3.0 MB
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65. Integration - Definite Integrals I/2. Question and Solution 2.mp4 2.9 MB
24. ARCHIVED - Theoretical Probability/1. What is theoretical probability.mp4 2.9 MB
63. Integration - Indefinite Integrals/5. Question and Solution 3.mp4 2.8 MB
33. Statistics/1. Importance of Statistics for Machine Learning.mp4 2.8 MB
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44. Statistics - Mean Deviation/3. Question and Answer 2.mp4 2.7 MB
51. Indices & Logarithms/27. The Seventh Law of Logarithm.mp4 2.6 MB
43. Statistics - Range/2. Question and Answer 1.mp4 2.6 MB
21. ARCHIVED - Set Theory/5. Singleton Set.mp4 2.6 MB
36. Statistics - Properties of Mean/3. Question and Answer 2.mp4 2.5 MB
54. Calculus - Derivatives By First Principle/3. General Formula.mp4 2.5 MB
42. Statistics - Measurement of Spread/1. Measures of Spread (Variation Dispersion).mp4 2.4 MB
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63. Integration - Indefinite Integrals/3. Question and Solution 1.mp4 2.4 MB
57. Calculus - Differentiation Using Chain Rule/5. Question and Solution 4.mp4 2.4 MB
58. Calculus - Differentiation Using Product Rule/7. Question and Solution 6.mp4 2.4 MB
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52. ARCHIVED - Linear Algebra - Matrices/15. Exercise & Solution 1.mp4 2.3 MB
54. Calculus - Derivatives By First Principle/9. Question and Solution 7.mp4 2.3 MB
49. Statistics - Pearson and Spearman Correlation Methods/3. Pearson Formula.mp4 2.2 MB
36. Statistics - Properties of Mean/5. Question and Answer 4.mp4 2.2 MB
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63. Integration - Indefinite Integrals/4. Question and Solution 2.mp4 2.2 MB
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66. Integration - Definite Integrals II/5. Question and Solution 3.mp4 2.1 MB
54. Calculus - Derivatives By First Principle/6. Question and Solution 4.mp4 2.1 MB
63. Integration - Indefinite Integrals/6. Question and Solution 4.mp4 2.0 MB
66. Integration - Definite Integrals II/4. Question and Solution 2.mp4 1.9 MB
66. Integration - Definite Integrals II/3. Question and Solution 1.mp4 1.9 MB
52. ARCHIVED - Linear Algebra - Matrices/22. Exercise & Solution 8.mp4 1.9 MB
34. Statistics - Mean/6. Question and Answer 5.mp4 1.9 MB
49. Statistics - Pearson and Spearman Correlation Methods/2. Spearman Formula.mp4 1.9 MB
41. Statistics - Mode Frequency Distribution/1. Question and Answer 1.mp4 1.7 MB
45. Statistics - Variance & Standard Deviation/5. Question and Answer 3.mp4 1.7 MB
31. ARCHIVED - Bayes' Theorem/2. Bayes' Theorem - Exceptional Case.mp4 1.7 MB
62. Integration - Introduction/1. Introduction.mp4 1.7 MB
51. Indices & Logarithms/26. The Sixth Law of Logarithm.mp4 1.6 MB
43. Statistics - Range/4. Question and Answer 3.mp4 1.6 MB
51. Indices & Logarithms/37. Exercise and Solution 8.mp4 1.6 MB
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58. Calculus - Differentiation Using Product Rule/3. Question and Solution 2.mp4 1.5 MB
66. Integration - Definite Integrals II/2. General Pattern.mp4 1.4 MB
46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/2. Types of Variable.mp4 1.3 MB
40. Statistics - Mode/3. Question and Answer 2.mp4 1.3 MB
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51. Indices & Logarithms/16. Exercise and Solution 13.mp4 1.3 MB
38. Statistics - Median/2. Question and Answer.mp4 1.3 MB
43. Statistics - Range/3. Question and Answer 2.mp4 1.2 MB
43. Statistics - Range/1. What is Range.mp4 1.2 MB
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50. Statistics - Regression Error Metrics/4. Root Mean Squared Error.mp4 1.1 MB
63. Integration - Indefinite Integrals/7. Question and Solution 5.mp4 1.1 MB
41. Statistics - Mode Frequency Distribution/2. Question and Answer 2.mp4 1.0 MB
23. ARCHIVED - Probability - BasicsGeneral/13. Exercise & Solution 9.mp4 996.7 KB
51. Indices & Logarithms/24. The Fourth Law of Logarithm.mp4 970.9 KB
22. ARCHIVED - Combinatorics/12. Exercise & Solution.mp4 955.3 KB
51. Indices & Logarithms/25. The Fifth Law of Logarithm.mp4 922.4 KB
36. Statistics - Properties of Mean/6. Question and Answer 5.mp4 883.0 KB
54. Calculus - Derivatives By First Principle/10. Question and Solution 8.mp4 879.7 KB
44. Statistics - Mean Deviation/4. Mean Deviation for Frequency Distribution.mp4 852.8 KB
54. Calculus - Derivatives By First Principle/8. Question and Solution 6.mp4 753.8 KB
40. Statistics - Mode/2. Question and Answer 1.mp4 681.2 KB
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1. Set Theory (Updated)/33. Number System.srt 19.6 KB
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1. Set Theory (Updated)/76. Venn Diagram - Four Sets By Example.srt 15.9 KB
46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/3. Types of Variable Explained.srt 14.5 KB
67. Area Under Curve - Using Integration/3. Question and Solution 1.srt 13.3 KB
21. ARCHIVED - Set Theory/11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.srt 13.2 KB
21. ARCHIVED - Set Theory/12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....srt 13.0 KB
9. Theorem of Total Probability (Updated)/1. Understand the Theorem of Total Probability.srt 12.7 KB
16. Linear Algebra - Matrices (Updated)/10. Multiplication of Matrices - Two Matrices.srt 12.1 KB
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53. Calculus - Introduction to Differentiation/4. Gradient of a Curve to Understanding Differentiation.srt 12.0 KB
21. ARCHIVED - Set Theory/17. Range and Domain Sets.srt 11.9 KB
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23. ARCHIVED - Probability - BasicsGeneral/3. Basic Terms in Probability.srt 10.7 KB
19. Euclidean Distance and Manhattan Distance/1. Understanding Euclidean Distance and Manhattan Distance.srt 10.6 KB
17. Linear Algebra - Determinant (Updated)/1. Understanding Determinant and Minor.srt 10.6 KB
32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/1. Decision Tree of Probability.srt 10.2 KB
51. Indices & Logarithms/2. The laws of Indices.srt 10.0 KB
1. Set Theory (Updated)/93. Text Classification and Sentient Analysis - Using Set Theory.srt 10.0 KB
28. ARCHIVED - Probability - Tons of Exercises & Solutions/13. Exercise & Solution 13.srt 9.6 KB
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21. ARCHIVED - Set Theory/22. Set Exercise & Solution 6.srt 8.8 KB
36. Statistics - Properties of Mean/1. Basic Properties of Mean.srt 8.8 KB
54. Calculus - Derivatives By First Principle/2. Question and Solution 1.srt 8.7 KB
30. ARCHIVED - Theorem of Total Probability/1. Theorem of Total Probability.srt 8.7 KB
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22. ARCHIVED - Combinatorics/13. More Factorial vs Permutation.srt 8.6 KB
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1. Set Theory (Updated)/41. Principle of Extensionality.srt 8.5 KB
49. Statistics - Pearson and Spearman Correlation Methods/4. Spearman Example.srt 8.4 KB
21. ARCHIVED - Set Theory/19. General Number Sets.srt 8.4 KB
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1. Set Theory (Updated)/95. Tversky Index in Recommender System.srt 8.3 KB
67. Area Under Curve - Using Integration/4. Question and Solution 2.srt 8.3 KB
18. Linear Algebra - EigenValue and EigenVector/1. Understanding EigenValue and EigenVector.srt 8.2 KB
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50. Statistics - Regression Error Metrics/2. Mean Squared Error.srt 7.7 KB
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1. Set Theory (Updated)/86. De Morgan's Laws.srt 7.7 KB
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31. ARCHIVED - Bayes' Theorem/1. Bayes' Theorem.srt 7.2 KB
13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/1. Random Variable.srt 7.2 KB
14. Geometric Distribution (New)/1. Understanding Geometric Distribution and its formula.srt 7.2 KB
1. Set Theory (Updated)/92. Application of Set Theory in Machine Learning.srt 7.1 KB
11. Bayes' Theorem (Updated)/9. Bayes' Theorem - Exercise and Solution 2.srt 7.1 KB
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10. Probability - Decision Tree (Updated)/5. Decision Tree - Exercise and Solution 4.srt 6.7 KB
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3. Probability - BasicsGeneral (Updated)/3. What is Probability.srt 6.7 KB
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47. Statistics - Correlation/1. Correlation.srt 6.5 KB
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11. Bayes' Theorem (Updated)/8. Decision Tree for True Positive, True Negative, False Positive & False Negative.srt 6.4 KB
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63. Integration - Indefinite Integrals/1. Example.srt 6.3 KB
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27. ARCHIVED - Probability Multiplication Rule/3. Exercise & Solution 2.srt 6.3 KB
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21. ARCHIVED - Set Theory/2. What is Set.srt 6.2 KB
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10. Probability - Decision Tree (Updated)/2. Decision Tree - Exercise and Solution 1.srt 5.4 KB
4. Theoretical Probability (Updated)/9. Theoretical Probability - Exercise and Solution 8.srt 5.4 KB
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52. ARCHIVED - Linear Algebra - Matrices/13. Inverse of Matrix.srt 5.3 KB
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6. Probability - Addition Rule (Updated)/9. Addition Rule - Non-Mutually Exclusive Events.srt 5.2 KB
10. Probability - Decision Tree (Updated)/14. Decision Tree - Exercise and Solution 11.srt 5.2 KB
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21. ARCHIVED - Set Theory/7. Power Set.srt 5.1 KB
15. Hypergeometric Distribution (New)/1. Hypergeometric Distribution.srt 5.0 KB
52. ARCHIVED - Linear Algebra - Matrices/10. Cofactor Minor Place Sign.srt 5.0 KB
51. Indices & Logarithms/1. Importance of Logarithms for Machine Learning.srt 5.0 KB
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49. Statistics - Pearson and Spearman Correlation Methods/5. Pearson Example.srt 5.0 KB
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67. Area Under Curve - Using Integration/5. Question and Solution 3.srt 4.8 KB
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21. ARCHIVED - Set Theory/9. Set Builder Notation.srt 4.8 KB
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10. Probability - Decision Tree (Updated)/8. Decision Tree - Exercise and Solution 7.srt 4.7 KB
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