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

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

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收录时间：2023-12-18
最近下载：2025-10-17

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文件列表

  • 16. Linear Algebra - Matrices (Updated)/5. Different Types of Matrices - Part II.mp4 420.1 MB
  • 1. Set Theory (Updated)/33. Number System.mp4 378.5 MB
  • 1. Set Theory (Updated)/72. Venn Diagram - Two Sets Relationships.mp4 351.3 MB
  • 11. Bayes' Theorem (Updated)/7. Bayes. Theorem - Exercise and Solution 1.mp4 342.2 MB
  • 2. Combinatorics (Updated)/5. Permutation vs Combination - Many Examples.mp4 325.1 MB
  • 10. Probability - Decision Tree (Updated)/1. Decision Tree - Introduction.mp4 317.5 MB
  • 1. Set Theory (Updated)/76. Venn Diagram - Four Sets By Example.mp4 281.0 MB
  • 9. Theorem of Total Probability (Updated)/1. Understand the Theorem of Total Probability.mp4 259.2 MB
  • 16. Linear Algebra - Matrices (Updated)/10. Multiplication of Matrices - Two Matrices.mp4 256.7 MB
  • 16. Linear Algebra - Matrices (Updated)/3. Different Types of Matrices - Part I.mp4 240.2 MB
  • 17. Linear Algebra - Determinant (Updated)/1. Understanding Determinant and Minor.mp4 238.8 MB
  • 1. Set Theory (Updated)/74. Venn Diagram - Three Sets.mp4 210.1 MB
  • 11. Bayes' Theorem (Updated)/1. Bayes' Theorem.mp4 191.8 MB
  • 1. Set Theory (Updated)/41. Principle of Extensionality.mp4 189.1 MB
  • 16. Linear Algebra - Matrices (Updated)/2. Introduction to Matrix.mp4 186.9 MB
  • 2. Combinatorics (Updated)/37. Combination - Exercise & Solution 5.mp4 182.3 MB
  • 1. Set Theory (Updated)/38. Exercises - Cardinality.mp4 182.2 MB
  • 1. Set Theory (Updated)/93. Text Classification and Sentient Analysis - Using Set Theory.mp4 173.4 MB
  • 1. Set Theory (Updated)/71. Venn Diagram - Introduction.mp4 166.0 MB
  • 15. Hypergeometric Distribution (New)/2. Hypergeometric Distribution - formula.mp4 160.0 MB
  • 1. Set Theory (Updated)/44. Finite and Infinite Sets.mp4 158.4 MB
  • 17. Linear Algebra - Determinant (Updated)/8. Exercise and Solution 1.mp4 155.2 MB
  • 3. Probability - BasicsGeneral (Updated)/4. Basic Probability Terms.mp4 154.4 MB
  • 1. Set Theory (Updated)/47. Power Set (Set Operation).mp4 149.5 MB
  • 2. Combinatorics (Updated)/11. Digits Permutation - Exercise & Solution 1.mp4 148.7 MB
  • 17. Linear Algebra - Determinant (Updated)/6. Adjoint of Matrix.mp4 148.4 MB
  • 17. Linear Algebra - Determinant (Updated)/22. Cramer's Rule.mp4 148.0 MB
  • 1. Set Theory (Updated)/95. Tversky Index in Recommender System.mp4 147.7 MB
  • 2. Combinatorics (Updated)/1. Importance of Combinatorics to Machine Learning.mp4 144.5 MB
  • 2. Combinatorics (Updated)/2. Introduction to Factorial.mp4 140.7 MB
  • 1. Set Theory (Updated)/92. Application of Set Theory in Machine Learning.mp4 139.6 MB
  • 2. Combinatorics (Updated)/39. Combination - Exercise & Solution 7.mp4 139.4 MB
  • 2. Combinatorics (Updated)/40. Combination - Exercise & Solution 8.mp4 138.9 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/1. Random Variable.mp4 137.4 MB
  • 1. Set Theory (Updated)/86. De Morgan's Laws.mp4 135.5 MB
  • 1. Set Theory (Updated)/73. Venn Diagram - By Example.mp4 135.0 MB
  • 11. Bayes' Theorem (Updated)/5. Bayes Theorem Formula for True Positive, True Negative, False Positive....mp4 132.8 MB
  • 10. Probability - Decision Tree (Updated)/5. Decision Tree - Exercise and Solution 4.mp4 132.8 MB
  • 11. Bayes' Theorem (Updated)/9. Bayes' Theorem - Exercise and Solution 2.mp4 132.6 MB
  • 12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/1. Understanding Sensitivity and Specificity.mp4 131.2 MB
  • 16. Linear Algebra - Matrices (Updated)/17. Exercise and Solution 6.mp4 131.1 MB
  • 8. Conditional Probability (Updated)/1. Understanding Conditional Probability.mp4 130.3 MB
  • 1. Set Theory (Updated)/34. Number System Symbols.mp4 130.3 MB
  • 14. Geometric Distribution (New)/1. Understanding Geometric Distribution and its formula.mp4 126.5 MB
  • 1. Set Theory (Updated)/21. Exercise & Solution 2 - Set-Builder Notation.mp4 124.8 MB
  • 11. Bayes' Theorem (Updated)/4. True Positive, True Negative, False Positive & False Negative.mp4 123.0 MB
  • 1. Set Theory (Updated)/45. Subset (Set Operation).mp4 121.1 MB
  • 9. Theorem of Total Probability (Updated)/2. Theorem of Total Probability - Exercise and Solution 1.mp4 120.0 MB
  • 1. Set Theory (Updated)/68. Symmetric Difference.mp4 117.0 MB
  • 1. Set Theory (Updated)/9. Universal Quantifier - (For Every Symbol).mp4 116.6 MB
  • 3. Probability - BasicsGeneral (Updated)/3. What is Probability.mp4 114.5 MB
  • 11. Bayes' Theorem (Updated)/6. More on True Positive, True Negative, False Positive & False Negative.mp4 113.4 MB
  • 7. Probability - Multiplication Rule (Updated)/1. Multiplication Rule - Dependent and Independent Event.mp4 113.0 MB
  • 1. Set Theory (Updated)/70. Common Sets Symbols.mp4 108.5 MB
  • 1. Set Theory (Updated)/88. Understanding Jaccard Similarity.mp4 103.9 MB
  • 10. Probability - Decision Tree (Updated)/14. Decision Tree - Exercise and Solution 11.mp4 103.2 MB
  • 1. Set Theory (Updated)/94. Dice Coefficient.mp4 101.8 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/2. Binomial Probability Distribution.mp4 101.5 MB
  • 11. Bayes' Theorem (Updated)/8. Decision Tree for True Positive, True Negative, False Positive & False Negative.mp4 100.7 MB
  • 9. Theorem of Total Probability (Updated)/3. Theorem of Total Probability - Exercise and Solution 2.mp4 99.9 MB
  • 17. Linear Algebra - Determinant (Updated)/7. Inverse of Matrix.mp4 99.2 MB
  • 16. Linear Algebra - Matrices (Updated)/23. Exercise and Solution 12.mp4 98.8 MB
  • 15. Hypergeometric Distribution (New)/1. Hypergeometric Distribution.mp4 98.6 MB
  • 16. Linear Algebra - Matrices (Updated)/9. Multiplication of Matrices - Scalar.mp4 97.2 MB
  • 2. Combinatorics (Updated)/4. Permutation and Combination.mp4 95.5 MB
  • 1. Set Theory (Updated)/3. Introduction to Set Theory.mp4 94.9 MB
  • 1. Set Theory (Updated)/19. Set-builder Notation - Explained.mp4 94.6 MB
  • 6. Probability - Addition Rule (Updated)/1. Addition Rule - Mutually Exclusive Events.mp4 93.7 MB
  • 16. Linear Algebra - Matrices (Updated)/8. Commutative and Associative Properties of Addition of Matrices.mp4 93.6 MB
  • 1. Set Theory (Updated)/66. There Exist.mp4 91.7 MB
  • 1. Set Theory (Updated)/4. Representation of Set and Its Element - With Examples.mp4 91.2 MB
  • 2. Combinatorics (Updated)/42. Combination - Exercise & Solution 10.mp4 89.0 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/12. Binomial Probability Distribution - Exercise and Solution 8.mp4 88.8 MB
  • 4. Theoretical Probability (Updated)/9. Theoretical Probability - Exercise and Solution 8.mp4 87.8 MB
  • 16. Linear Algebra - Matrices (Updated)/7. Addition and Subtraction of Matrices.mp4 87.8 MB
  • 1. Set Theory (Updated)/49. Union Set (Set Operation).mp4 87.0 MB
  • 1. Set Theory (Updated)/42. Is Empty Set equal to the Set of an Empty Set.mp4 86.7 MB
  • 2. Combinatorics (Updated)/3. Factorial - 5 Exercises & Solution.mp4 86.4 MB
  • 1. Set Theory (Updated)/30. Exercise & Solution 11 - Set-Builder Notation.mp4 84.9 MB
  • 10. Probability - Decision Tree (Updated)/15. Decision Tree - Exercise and Solution 12.mp4 84.6 MB
  • 10. Probability - Decision Tree (Updated)/2. Decision Tree - Exercise and Solution 1.mp4 84.5 MB
  • 6. Probability - Addition Rule (Updated)/9. Addition Rule - Non-Mutually Exclusive Events.mp4 84.5 MB
  • 1. Set Theory (Updated)/65. Negation.mp4 84.1 MB
  • 7. Probability - Multiplication Rule (Updated)/10. Multiplication Rule - Dependent Events - Exercise and Solution 2.mp4 82.4 MB
  • 1. Set Theory (Updated)/36. Complement of a set.mp4 82.1 MB
  • 1. Set Theory (Updated)/84. Absorption Laws.mp4 80.2 MB
  • 2. Combinatorics (Updated)/35. Combination - Exercise & Solution 3.mp4 79.9 MB
  • 1. Set Theory (Updated)/35. Universal Set.mp4 79.9 MB
  • 17. Linear Algebra - Determinant (Updated)/5. Cofactor of Matrix.mp4 79.7 MB
  • 1. Set Theory (Updated)/75. Venn Diagram - Three Sets By Example.mp4 78.6 MB
  • 11. Bayes' Theorem (Updated)/10. Bayes' Theorem - Exercise and Solution 3.mp4 77.9 MB
  • 1. Set Theory (Updated)/78. Identity Laws.mp4 77.8 MB
  • 10. Probability - Decision Tree (Updated)/12. Decision Tree - Exercise and Solution 9.mp4 77.7 MB
  • 17. Linear Algebra - Determinant (Updated)/3. Exercise and Solution - Determinant 2.mp4 76.8 MB
  • 10. Probability - Decision Tree (Updated)/3. Decision Tree - Exercise and Solution 2.mp4 76.7 MB
  • 11. Bayes' Theorem (Updated)/11. Bayes' Theorem - Exercise and Solution 4.mp4 75.5 MB
  • 16. Linear Algebra - Matrices (Updated)/12. Exercise and Solution 2.mp4 75.3 MB
  • 16. Linear Algebra - Matrices (Updated)/15. Exercise and Solution 4.mp4 72.7 MB
  • 10. Probability - Decision Tree (Updated)/8. Decision Tree - Exercise and Solution 7.mp4 71.2 MB
  • 2. Combinatorics (Updated)/41. Combination - Exercise & Solution 9.mp4 71.1 MB
  • 1. Set Theory (Updated)/53. Intersection (Set Operation).mp4 70.7 MB
  • 11. Bayes' Theorem (Updated)/12. Bayes' Theorem - Exercise and Solution 5.mp4 70.6 MB
  • 3. Probability - BasicsGeneral (Updated)/6. General Probability - Exercise and Solution 2.mp4 70.0 MB
  • 10. Probability - Decision Tree (Updated)/10. Decision Tree - Exercise and Solution 8.mp4 68.7 MB
  • 8. Conditional Probability (Updated)/2. Conditional Probability - Exercise and Solution 1.mp4 68.5 MB
  • 1. Set Theory (Updated)/67. Set Difference.mp4 68.5 MB
  • 1. Set Theory (Updated)/57. Disjoint & Non-Disjoint Sets.mp4 67.5 MB
  • 10. Probability - Decision Tree (Updated)/16. Decision Tree - Exercise and Solution 13.mp4 67.5 MB
  • 10. Probability - Decision Tree (Updated)/13. Decision Tree - Exercise and Solution 10.mp4 66.9 MB
  • 1. Set Theory (Updated)/48. Power Set of Empty Set.mp4 66.4 MB
  • 1. Set Theory (Updated)/80. Domination Laws.mp4 64.8 MB
  • 1. Set Theory (Updated)/96. Python for Set Theory.mp4 64.7 MB
  • 2. Combinatorics (Updated)/23. Letters Permutation - Exercise & Solution 7.mp4 64.5 MB
  • 16. Linear Algebra - Matrices (Updated)/18. Exercise and Solution 7.mp4 62.4 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/4. Binomial Probability Distribution - Formula.mp4 62.0 MB
  • 4. Theoretical Probability (Updated)/10. Theoretical Probability - Exercise and Solution 9.mp4 61.6 MB
  • 1. Set Theory (Updated)/39. Equipotent or Equinumerous sets Latest.mp4 61.6 MB
  • 2. Combinatorics (Updated)/9. Cyclic Permutation - Exercise & Solution 4.mp4 60.9 MB
  • 11. Bayes' Theorem (Updated)/3. Tips on Remembering Bayes' Theorem Formula.mp4 60.8 MB
  • 1. Set Theory (Updated)/25. Exercise & Solution 6 - Set-Builder Notation.mp4 60.3 MB
  • 1. Set Theory (Updated)/29. Exercise & Solution 10 - Set-Builder Notation.mp4 59.9 MB
  • 6. Probability - Addition Rule (Updated)/8. Addition Rule - Mutually Exclusive Events - Exercise and Solution 7.mp4 59.5 MB
  • 1. Set Theory (Updated)/62. Exercise & Solution 5 - Disjoint & Non-Disjoint Sets.mp4 59.3 MB
  • 6. Probability - Addition Rule (Updated)/15. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 6.mp4 59.1 MB
  • 1. Set Theory (Updated)/2. Importance of Set Theory to Machine Learning.mp4 58.5 MB
  • 15. Hypergeometric Distribution (New)/4. Hypergeometric Distribution - Exercise and Solution.mp4 58.2 MB
  • 1. Set Theory (Updated)/7. A Set as an Object.mp4 57.9 MB
  • 1. Set Theory (Updated)/24. Exercise & Solution 5 - Set-Builder Notation.mp4 57.7 MB
  • 1. Set Theory (Updated)/56. Exercise & Solution 3 - Intersection (Set Operation).mp4 57.4 MB
  • 5. Empirical Probability (Updated)/6. Empirical Probability - Exercise and Solution 5.mp4 57.2 MB
  • 1. Set Theory (Updated)/55. Exercise & Solution 2 - Intersection (Set Operation).mp4 56.8 MB
  • 10. Probability - Decision Tree (Updated)/7. Decision Tree - Exercise and Solution 6.mp4 56.6 MB
  • 3. Probability - BasicsGeneral (Updated)/10. General Probability - Exercise and Solution 6.mp4 56.3 MB
  • 1. Set Theory (Updated)/77. List of Set Theory Laws.mp4 56.1 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/3. Binomial Probability Distribution - Properties.mp4 55.2 MB
  • 8. Conditional Probability (Updated)/5. Conditional Probability - Exercise and Solution 4.mp4 54.7 MB
  • 3. Probability - BasicsGeneral (Updated)/7. General Probability - Exercise and Solution 3.mp4 54.3 MB
  • 17. Linear Algebra - Determinant (Updated)/9. Exercise and Solution 2.mp4 52.7 MB
  • 1. Set Theory (Updated)/83. Distributive Laws.mp4 52.0 MB
  • 16. Linear Algebra - Matrices (Updated)/19. Exercise and Solution 8.mp4 51.7 MB
  • 1. Set Theory (Updated)/59. Exercise & Solution 2 - Disjoint & Non-Disjoint Sets.mp4 51.7 MB
  • 8. Conditional Probability (Updated)/3. Conditional Probability - Exercise and Solution 2.mp4 51.6 MB
  • 4. Theoretical Probability (Updated)/4. Theoretical Probability - Exercise and Solution 3.mp4 50.5 MB
  • 17. Linear Algebra - Determinant (Updated)/2. Exercise and Solution - Determinant 1.mp4 50.5 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/14. Exercise & Solution 14.mp4 50.5 MB
  • 2. Combinatorics (Updated)/28. Row-Arrangement Permutation - Exercise & Solution 4.mp4 50.0 MB
  • 3. Probability - BasicsGeneral (Updated)/8. General Probability - Exercise and Solution 4.mp4 49.4 MB
  • 1. Set Theory (Updated)/90. Jaccard Similarity - Example 2.mp4 49.2 MB
  • 46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/4. Dependent, Independent, Control Moderating and Mediating Variables.mp4 49.1 MB
  • 1. Set Theory (Updated)/82. Commutative Laws.mp4 49.0 MB
  • 1. Set Theory (Updated)/50. Exercise & Solution 1 - Union (Set Operation).mp4 49.0 MB
  • 1. Set Theory (Updated)/16. Universal Quantifier - Example 7.mp4 48.4 MB
  • 1. Set Theory (Updated)/85. Associative Laws.mp4 48.4 MB
  • 16. Linear Algebra - Matrices (Updated)/21. Exercise and Solution 10.mp4 48.2 MB
  • 1. Set Theory (Updated)/5. Key Features of a Set.mp4 48.2 MB
  • 1. Set Theory (Updated)/46. Superset (Set Operation).mp4 47.8 MB
  • 11. Bayes' Theorem (Updated)/2. Bayes' Theorem Formula.mp4 47.6 MB
  • 12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/5. Sensitivity and Specificity - Exercise and Solution 4.mp4 47.3 MB
  • 1. Set Theory (Updated)/60. Exercise & Solution 3 - Disjoint & Non-Disjoint Sets.mp4 47.0 MB
  • 8. Conditional Probability (Updated)/4. Conditional Probability - Exercise and Solution 3.mp4 46.8 MB
  • 1. Set Theory (Updated)/69. Cartesian Product.mp4 46.7 MB
  • 7. Probability - Multiplication Rule (Updated)/2. Multiplication Rule - Independent Events - Exercise and Solution 1.mp4 45.8 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/16. Binomial Probability Distribution - Exercise 4.mp4 45.5 MB
  • 1. Set Theory (Updated)/89. Jaccard Similarity - Example 1.mp4 45.3 MB
  • 1. Set Theory (Updated)/23. Exercise & Solution 4 - Set-Builder Notation.mp4 45.2 MB
  • 1. Set Theory (Updated)/15. Universal Quantifier - Example 6.mp4 45.0 MB
  • 1. Set Theory (Updated)/26. Exercise & Solution 7 - Set-Builder Notation.mp4 44.7 MB
  • 4. Theoretical Probability (Updated)/2. Theoretical Probability - Exercise and Solution 1.mp4 44.5 MB
  • 2. Combinatorics (Updated)/22. Letters Permutation - Exercise & Solution 6.mp4 44.4 MB
  • 9. Theorem of Total Probability (Updated)/4. Theorem of Total Probability - Exercise and Solution 3.mp4 44.3 MB
  • 2. Combinatorics (Updated)/18. Letters Permutation - Exercise & Solution 2.mp4 44.1 MB
  • 16. Linear Algebra - Matrices (Updated)/14. Exercise and Solution 3.mp4 43.8 MB
  • 17. Linear Algebra - Determinant (Updated)/11. Exercise and Solution 4.mp4 43.4 MB
  • 5. Empirical Probability (Updated)/1. Empirical Probability.mp4 43.3 MB
  • 1. Set Theory (Updated)/81. Complementation Laws.mp4 43.2 MB
  • 4. Theoretical Probability (Updated)/5. Theoretical Probability - Exercise and Solution 4.mp4 43.1 MB
  • 10. Probability - Decision Tree (Updated)/4. Decision Tree - Exercise and Solution 3.mp4 42.8 MB
  • 7. Probability - Multiplication Rule (Updated)/8. Multiplication Rule - Independent Events - Exercise and Solution 7.mp4 42.7 MB
  • 16. Linear Algebra - Matrices (Updated)/13. Exercise and Solution 3.mp4 42.3 MB
  • 49. Statistics - Pearson and Spearman Correlation Methods/4. Spearman Example.mp4 42.2 MB
  • 21. ARCHIVED - Set Theory/12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....mp4 41.8 MB
  • 16. Linear Algebra - Matrices (Updated)/24. Exercise and Solution 13.mp4 41.8 MB
  • 17. Linear Algebra - Determinant (Updated)/4. Singular Matrix.mp4 41.6 MB
  • 2. Combinatorics (Updated)/24. Letters Permutation - Exercise & Solution 8.mp4 41.4 MB
  • 2. Combinatorics (Updated)/20. Letters Permutation - Exercise & Solution 4.mp4 41.3 MB
  • 2. Combinatorics (Updated)/32. Row-Arrangement Permutation - Exercise & Solution 8.mp4 41.1 MB
  • 21. ARCHIVED - Set Theory/11. Set Operations Union, Intersection, Complement, Disjoint and Non-Disjoint Sets.mp4 41.1 MB
  • 6. Probability - Addition Rule (Updated)/10. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 1.mp4 40.8 MB
  • 7. Probability - Multiplication Rule (Updated)/9. Multiplication Rule - Dependent Events - Exercise and Solution 1.mp4 40.7 MB
  • 1. Set Theory (Updated)/64. Exercise & Solution 7 - Disjoint & Non-Disjoint Sets.mp4 40.4 MB
  • 4. Theoretical Probability (Updated)/6. Theoretical Probability - Exercise and Solution 5.mp4 40.4 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/6. Bayes' Theorem - Exercise and Solution.mp4 40.2 MB
  • 1. Set Theory (Updated)/27. Exercise & Solution 8 - Set-Builder Notation.mp4 40.1 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/8. Binomial Probability Distribution - Exercise and Solution 4.mp4 40.0 MB
  • 3. Probability - BasicsGeneral (Updated)/15. General Probability - Exercise and Solution 11.mp4 39.2 MB
  • 16. Linear Algebra - Matrices (Updated)/16. Exercise and Solution 5.mp4 39.1 MB
  • 12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/2. Sensitivity and Specificity - Exercise and Solution 1.mp4 39.1 MB
  • 2. Combinatorics (Updated)/19. Letters Permutation - Exercise & Solution 3.mp4 39.0 MB
  • 67. Area Under Curve - Using Integration/3. Question and Solution 1.mp4 39.0 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/13. Exercise & Solution 13.mp4 38.9 MB
  • 1. Set Theory (Updated)/79. Idempotent laws.mp4 38.6 MB
  • 16. Linear Algebra - Matrices (Updated)/6. Equal Matrices.mp4 38.3 MB
  • 2. Combinatorics (Updated)/31. Row-Arrangement Permutation - Exercise & Solution 7.mp4 38.2 MB
  • 12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/6. Sensitivity and Specificity - Exercise and Solution 5.mp4 38.0 MB
  • 20. NumPy - Recommendation! Recommendation!! Recommendation!!!/1. NumPy, After Linear Algebra.mp4 37.7 MB
  • 11. Bayes' Theorem (Updated)/13. Bayes' Theorem - Exercise and Solution 6.mp4 37.4 MB
  • 2. Combinatorics (Updated)/34. Combination - Exercise & Solution 2.mp4 37.4 MB
  • 1. Set Theory (Updated)/91. Jaccard Similarity - Example 3.mp4 36.7 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/1. Decision Tree of Probability.mp4 36.4 MB
  • 53. Calculus - Introduction to Differentiation/4. Gradient of a Curve to Understanding Differentiation.mp4 36.3 MB
  • 16. Linear Algebra - Matrices (Updated)/25. Exercise and Solution 14.mp4 36.1 MB
  • 10. Probability - Decision Tree (Updated)/6. Decision Tree - Exercise and Solution 5.mp4 36.1 MB
  • 2. Combinatorics (Updated)/17. Letters Permutation - Exercise & Solution 1.mp4 36.0 MB
  • 2. Combinatorics (Updated)/47. Python for Combination - Include Exercises and Solutions.mp4 35.8 MB
  • 7. Probability - Multiplication Rule (Updated)/7. Multiplication Rule - Independent Events - Exercise and Solution 6.mp4 35.7 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/6. Binomial Probability Distribution - Exercise and Solution 2.mp4 35.6 MB
  • 46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/3. Types of Variable Explained.mp4 35.6 MB
  • 6. Probability - Addition Rule (Updated)/14. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 5.mp4 35.3 MB
  • 1. Set Theory (Updated)/11. Universal Quantifier - Example 2.mp4 35.2 MB
  • 1. Set Theory (Updated)/87. Double Negation Law.mp4 35.1 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/21. Binomial and Poisson Distribution - Exercises and Solutions.mp4 35.0 MB
  • 30. ARCHIVED - Theorem of Total Probability/1. Theorem of Total Probability.mp4 34.9 MB
  • 2. Combinatorics (Updated)/14. Digits Permutation - Exercise & Solution 4.mp4 34.8 MB
  • 16. Linear Algebra - Matrices (Updated)/4. Transpose of Matrix.mp4 34.3 MB
  • 5. Empirical Probability (Updated)/21. Empirical Probability - Exercise and Solution 20.mp4 34.2 MB
  • 2. Combinatorics (Updated)/30. Row-Arrangement Permutation - Exercise & Solution 6.mp4 33.7 MB
  • 1. Set Theory (Updated)/40. Equal - Equivalent - Identical Sets.mp4 33.4 MB
  • 16. Linear Algebra - Matrices (Updated)/11. Exercise and Solution 1.mp4 33.4 MB
  • 6. Probability - Addition Rule (Updated)/4. Addition Rule - Mutually Exclusive Events - Exercise and Solution 3.mp4 33.3 MB
  • 17. Linear Algebra - Determinant (Updated)/13. Exercise and Solution 6.mp4 32.9 MB
  • 6. Probability - Addition Rule (Updated)/13. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 4.mp4 32.7 MB
  • 5. Empirical Probability (Updated)/24. Empirical Probability - Exercise and Solution 23.mp4 32.5 MB
  • 6. Probability - Addition Rule (Updated)/12. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 3.mp4 32.4 MB
  • 2. Combinatorics (Updated)/6. Cyclic Permutation - Exercise & Solution 1.mp4 32.4 MB
  • 1. Set Theory (Updated)/52. Exercise & Solution 3 - Union (Set Operation).mp4 32.4 MB
  • 1. Set Theory (Updated)/54. Exercise & Solution 1 - Intersection (Set Operation).mp4 32.3 MB
  • 2. Combinatorics (Updated)/36. Combination - Exercise & Solution 4.mp4 32.0 MB
  • 1. Set Theory (Updated)/43. Singleton Set.mp4 32.0 MB
  • 16. Linear Algebra - Matrices (Updated)/22. Exercise and Solution 11.mp4 31.9 MB
  • 14. Geometric Distribution (New)/2. Geometric Distribution - Exercise and Solution 1.mp4 31.8 MB
  • 1. Set Theory (Updated)/10. Universal Quantifier - Example 1.mp4 31.8 MB
  • 4. Theoretical Probability (Updated)/3. Theoretical Probability - Exercise and Solution 2.mp4 31.6 MB
  • 21. ARCHIVED - Set Theory/19. General Number Sets.mp4 31.5 MB
  • 17. Linear Algebra - Determinant (Updated)/10. Exercise and Solution 3.mp4 31.5 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/24. Normal Distribution - Exercise and Solution 1.mp4 31.2 MB
  • 4. Theoretical Probability (Updated)/7. Theoretical Probability - Exercise and Solution 6.mp4 30.8 MB
  • 21. ARCHIVED - Set Theory/4. Proper vs Improper Subset.mp4 30.3 MB
  • 7. Probability - Multiplication Rule (Updated)/6. Multiplication Rule - Independent Events - Exercise and Solution 5.mp4 30.1 MB
  • 14. Geometric Distribution (New)/4. Geometric Distribution - Exercise and Solution 3.mp4 30.0 MB
  • 6. Probability - Addition Rule (Updated)/2. Addition Rule - Mutually Exclusive Events - Exercise and Solution 1.mp4 29.9 MB
  • 48. Statistics - Regression & Collinearity/1. Regression - Linear, Multiple Regression....mp4 29.8 MB
  • 2. Combinatorics (Updated)/27. Row-Arrangement Permutation - Exercise & Solution 3.mp4 29.4 MB
  • 12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/3. Sensitivity and Specificity - Exercise and Solution 2.mp4 29.3 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/17. Binomial Probability Distribution - Exercise 5.mp4 29.1 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/7. Binomial Probability Distribution - Exercise and Solution 3.mp4 28.9 MB
  • 2. Combinatorics (Updated)/33. Combination - Exercise & Solution 1.mp4 28.8 MB
  • 7. Probability - Multiplication Rule (Updated)/3. Multiplication Rule - Independent Events - Exercise and Solution 2.mp4 28.6 MB
  • 50. Statistics - Regression Error Metrics/1. Understanding Regression Error Metrics.mp4 28.2 MB
  • 54. Calculus - Derivatives By First Principle/2. Question and Solution 1.mp4 28.2 MB
  • 7. Probability - Multiplication Rule (Updated)/4. Multiplication Rule - Independent Events - Exercise and Solution 3.mp4 28.2 MB
  • 1. Set Theory (Updated)/37. Cardinality of a Set.mp4 28.0 MB
  • 21. ARCHIVED - Set Theory/17. Range and Domain Sets.mp4 27.9 MB
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  • 1. Set Theory (Updated)/61. Exercise & Solution 4 - Disjoint & Non-Disjoint Sets.mp4 27.5 MB
  • 2. Combinatorics (Updated)/38. Combination - Exercise & Solution 6.mp4 27.4 MB
  • 1. Set Theory (Updated)/51. Exercise & Solution 2 - Union (Set Operation).mp4 27.1 MB
  • 31. ARCHIVED - Bayes' Theorem/1. Bayes' Theorem.mp4 27.1 MB
  • 1. Set Theory (Updated)/22. Exercise & Solution 3 - Set-Builder Notation.mp4 26.7 MB
  • 17. Linear Algebra - Determinant (Updated)/12. Exercise and Solution 5.mp4 26.6 MB
  • 6. Probability - Addition Rule (Updated)/5. Addition Rule - Mutually Exclusive Events - Exercise and Solution 4.mp4 26.5 MB
  • 2. Combinatorics (Updated)/15. Digits Permutation - Exercise & Solution 5.mp4 26.5 MB
  • 6. Probability - Addition Rule (Updated)/11. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 2.mp4 26.5 MB
  • 67. Area Under Curve - Using Integration/4. Question and Solution 2.mp4 26.2 MB
  • 6. Probability - Addition Rule (Updated)/7. Addition Rule - Mutually Exclusive Events - Exercise and Solution 6.mp4 26.2 MB
  • 2. Combinatorics (Updated)/25. Row-Arrangement Permutation - Exercise & Solution 1.mp4 26.1 MB
  • 3. Probability - BasicsGeneral (Updated)/5. General Probability - Exercise and Solution 1.mp4 26.1 MB
  • 51. Indices & Logarithms/2. The laws of Indices.mp4 26.0 MB
  • 14. Geometric Distribution (New)/10. Geometric Distribution - Exercise 5.mp4 25.9 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/5. Binomial Probability Distribution - Exercise and Solution 1.mp4 25.6 MB
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  • 36. Statistics - Properties of Mean/1. Basic Properties of Mean.mp4 24.8 MB
  • 19. Euclidean Distance and Manhattan Distance/1. Understanding Euclidean Distance and Manhattan Distance.mp4 24.7 MB
  • 6. Probability - Addition Rule (Updated)/6. Addition Rule - Mutually Exclusive Events - Exercise and Solution 5.mp4 24.4 MB
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  • 50. Statistics - Regression Error Metrics/2. Mean Squared Error.mp4 24.3 MB
  • 21. ARCHIVED - Set Theory/22. Set Exercise & Solution 6.mp4 24.2 MB
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  • 15. Hypergeometric Distribution (New)/3. Hypergeometric Distribution - mean and variance.mp4 24.0 MB
  • 7. Probability - Multiplication Rule (Updated)/5. Multiplication Rule - Independent Events - Exercise and Solution 4.mp4 23.8 MB
  • 49. Statistics - Pearson and Spearman Correlation Methods/5. Pearson Example.mp4 23.8 MB
  • 14. Geometric Distribution (New)/3. Geometric Distribution - Exercise and Solution 2.mp4 23.8 MB
  • 1. Set Theory (Updated)/12. Universal Quantifier - Example 3.mp4 23.8 MB
  • 45. Statistics - Variance & Standard Deviation/12. Question and Answer 10.mp4 23.6 MB
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  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/22. Normal Distribution.mp4 23.6 MB
  • 12. Sensitivity and Specificity in Probability Diagnostic Test Performance (New)/4. Sensitivity and Specificity - Exercise and Solution 3.mp4 23.4 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/2. Introduction to Matrix.mp4 23.4 MB
  • 1. Set Theory (Updated)/17. Universal Quantifier - Example 8.mp4 22.9 MB
  • 1. Set Theory (Updated)/63. Exercise & Solution 6 - Disjoint & Non-Disjoint Sets.mp4 22.5 MB
  • 5. Empirical Probability (Updated)/23. Empirical Probability - Exercise and Solution 22.mp4 22.4 MB
  • 1. Set Theory (Updated)/97. Python for Set Theory II - Multiple Sets.mp4 22.3 MB
  • 30. ARCHIVED - Theorem of Total Probability/2. Theorem of Total Probability - Exceptional Case.mp4 22.3 MB
  • 1. Set Theory (Updated)/14. Universal Quantifier - Example 5.mp4 22.1 MB
  • 23. ARCHIVED - Probability - BasicsGeneral/3. Basic Terms in Probability.mp4 21.0 MB
  • 4. Theoretical Probability (Updated)/1. Theoretical Probability.mp4 21.0 MB
  • 21. ARCHIVED - Set Theory/27. Venn Diagram.mp4 20.7 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/10. Binomial Probability Distribution - Exercise and Solution 6.mp4 20.7 MB
  • 3. Probability - BasicsGeneral (Updated)/11. General Probability - Exercise and Solution 7.mp4 20.4 MB
  • 7. Probability - Multiplication Rule (Updated)/11. Multiplication Rule - Dependent Events - Exercise and Solution 3.mp4 20.3 MB
  • 2. Combinatorics (Updated)/10. Cyclic Permutation - Exercise & Solution 5.mp4 20.3 MB
  • 5. Empirical Probability (Updated)/22. Empirical Probability - Exercise and Solution 21.mp4 20.2 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/3. Decision Tree on Dependent Events - Exercise and Solution.mp4 20.2 MB
  • 7. Probability - Multiplication Rule (Updated)/12. Multiplication Rule - Dependent Events - Exercise and Solution 4.mp4 20.0 MB
  • 21. ARCHIVED - Set Theory/32. Set Exercise & Solution 15.mp4 19.9 MB
  • 51. Indices & Logarithms/1. Importance of Logarithms for Machine Learning.mp4 19.8 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/11. Cofactor - Example.mp4 19.7 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/25. Normal Distribution - Exercise and Solution 2.mp4 19.4 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/10. Exercise & Solution 10.mp4 19.3 MB
  • 21. ARCHIVED - Set Theory/18. Number Sets Prime, Odd, Even, Multiple, Odd-Prime, Divisibility.mp4 19.3 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/4. Multiplication - Matrice.mp4 18.7 MB
  • 22. ARCHIVED - Combinatorics/11. Exercise & Solution.mp4 18.6 MB
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  • 5. Empirical Probability (Updated)/11. Empirical Probability - Exercise and Solution 10.mp4 18.5 MB
  • 23. ARCHIVED - Probability - BasicsGeneral/4. General Formula.mp4 18.5 MB
  • 47. Statistics - Correlation/1. Correlation.mp4 18.4 MB
  • 15. Hypergeometric Distribution (New)/5. Hypergeometric Distribution - Exercise.mp4 18.2 MB
  • 5. Empirical Probability (Updated)/13. Empirical Probability - Exercise and Solution 12.mp4 18.1 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/27. Cramer's Rule Example.mp4 18.0 MB
  • 5. Empirical Probability (Updated)/2. Empirical Probability - Exercise and Solution 1.mp4 17.9 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/8. Total Probability - Exercise and Solution.mp4 17.8 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/13. Inverse of Matrix.mp4 17.8 MB
  • 57. Calculus - Differentiation Using Chain Rule/1. Understanding Chain Rule.mp4 17.2 MB
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  • 52. ARCHIVED - Linear Algebra - Matrices/7. Special Matrix.mp4 16.8 MB
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  • 52. ARCHIVED - Linear Algebra - Matrices/25. Exercise & Solution 11.mp4 16.7 MB
  • 22. ARCHIVED - Combinatorics/13. More Factorial vs Permutation.mp4 16.5 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/7. Total Probability - Exercise and Solution.mp4 16.3 MB
  • 48. Statistics - Regression & Collinearity/2. Collinearity.mp4 16.3 MB
  • 5. Empirical Probability (Updated)/12. Empirical Probability - Exercise and Solution 11.mp4 16.2 MB
  • 53. Calculus - Introduction to Differentiation/2. Gradient of a Straight Line.mp4 16.1 MB
  • 3. Probability - BasicsGeneral (Updated)/13. General Probability - Exercise and Solution 9.mp4 16.0 MB
  • 22. ARCHIVED - Combinatorics/16. Exercise & Solution.mp4 16.0 MB
  • 63. Integration - Indefinite Integrals/1. Example.mp4 16.0 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/14. Binomial Probability Distribution - Exercise 2.mp4 15.8 MB
  • 18. Linear Algebra - EigenValue and EigenVector/1. Understanding EigenValue and EigenVector.mp4 15.8 MB
  • 1. Set Theory (Updated)/58. Exercise & Solution 1 - Disjoint & Non-Disjoint Sets.mp4 15.8 MB
  • 4. Theoretical Probability (Updated)/8. Theoretical Probability - Exercise and Solution 7.mp4 15.6 MB
  • 21. ARCHIVED - Set Theory/29. Set Exercise & Solution 12.mp4 15.5 MB
  • 3. Probability - BasicsGeneral (Updated)/12. General Probability - Exercise and Solution 8.mp4 15.5 MB
  • 25. ARCHIVED - Empirical (Experimental) Probability/2. Exercise & Solution 1.mp4 15.4 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/26. Cramer's Rule.mp4 15.4 MB
  • 5. Empirical Probability (Updated)/16. Empirical Probability - Exercise and Solution 15.mp4 15.0 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/9. Binomial Probability Distribution - Exercise and Solution 5.mp4 14.9 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/10. Cofactor Minor Place Sign.mp4 14.8 MB
  • 17. Linear Algebra - Determinant (Updated)/15. Exercise for you 2.mp4 14.7 MB
  • 3. Probability - BasicsGeneral (Updated)/9. General Probability - Exercise and Solution 5.mp4 14.7 MB
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  • 46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/1. Variable.mp4 14.4 MB
  • 5. Empirical Probability (Updated)/3. Empirical Probability - Exercise and Solution 2.mp4 14.3 MB
  • 21. ARCHIVED - Set Theory/7. Power Set.mp4 14.3 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/12. Adjoint of a Square Matrix.mp4 14.1 MB
  • 2. Combinatorics (Updated)/7. Cyclic Permutation - Exercise & Solution 2.mp4 14.1 MB
  • 14. Geometric Distribution (New)/5. Geometric Distribution - Exercise and Solution 4.mp4 13.9 MB
  • 59. Calculus - Differentiation Using Chain and Product Rules Examples/2. Question and Solution 2.mp4 13.8 MB
  • 26. ARCHIVED - Probability Addition Rules/8. Exercise & Solution 7.mp4 13.8 MB
  • 5. Empirical Probability (Updated)/14. Empirical Probability - Exercise and Solution 13.mp4 13.7 MB
  • 18. Linear Algebra - EigenValue and EigenVector/5. Example 4.mp4 13.7 MB
  • 36. Statistics - Properties of Mean/7. Question and Answer 6.mp4 13.7 MB
  • 67. Area Under Curve - Using Integration/5. Question and Solution 3.mp4 13.6 MB
  • 5. Empirical Probability (Updated)/17. Empirical Probability - Exercise and Solution 16.mp4 13.6 MB
  • 2. Combinatorics (Updated)/43. Python for Factorial - Include Exercises and Solutions.mp4 13.4 MB
  • 61. Calculus - Differentiation Using Quotient and Chain Rules Examples/1. Question and Solution 1.mp4 13.4 MB
  • 16. Linear Algebra - Matrices (Updated)/30. Exercise for you 5.mp4 13.3 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/11. Binomial Probability Distribution - Exercise and Solution 7.mp4 13.3 MB
  • 2. Combinatorics (Updated)/8. Cyclic Permutation - Exercise & Solution 3.mp4 13.2 MB
  • 67. Area Under Curve - Using Integration/2. Understanding Area Under Curve.mp4 13.1 MB
  • 51. Indices & Logarithms/43. Exercise and Solution 13.mp4 13.0 MB
  • 18. Linear Algebra - EigenValue and EigenVector/4. Example 3.mp4 13.0 MB
  • 35. Statistics - Weighted Mean/2. Question and Answer 1.mp4 12.8 MB
  • 1. Set Theory (Updated)/32. Exercise & Solution 13 - Set-Builder Notation.mp4 12.7 MB
  • 5. Empirical Probability (Updated)/5. Empirical Probability - Exercise and Solution 4.mp4 12.7 MB
  • 26. ARCHIVED - Probability Addition Rules/1. Mutually Exclusive and Non-Mutually Exclusive Events.mp4 12.6 MB
  • 11. Bayes' Theorem (Updated)/14. Bayes' Theorem - Exercise 1.mp4 12.6 MB
  • 33. Statistics/3. Frequency and Tally.mp4 12.5 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/28. T Distribution.mp4 12.3 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/4. Decision Tree on Total Probability - Exercise and Solution.mp4 12.3 MB
  • 50. Statistics - Regression Error Metrics/7. Summary on Regression Error Metrics.mp4 12.2 MB
  • 5. Empirical Probability (Updated)/15. Empirical Probability - Exercise and Solution 14.mp4 12.1 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/2. Exercise & Solution 2.mp4 11.9 MB
  • 36. Statistics - Properties of Mean/4. Question and Answer 3.mp4 11.9 MB
  • 16. Linear Algebra - Matrices (Updated)/20. Exercise and Solution 9.mp4 11.9 MB
  • 5. Empirical Probability (Updated)/19. Empirical Probability - Exercise and Solution 18.mp4 11.8 MB
  • 45. Statistics - Variance & Standard Deviation/9. Question and Answer 7.mp4 11.7 MB
  • 11. Bayes' Theorem (Updated)/17. Bayes' Theorem - Exercise 4.mp4 11.7 MB
  • 11. Bayes' Theorem (Updated)/16. Bayes' Theorem - Exercise 3.mp4 11.6 MB
  • 39. Statistics - Median Frequency Distribution/1. Median Frequency Distribution.mp4 11.6 MB
  • 2. Combinatorics (Updated)/13. Digits Permutation - Exercise & Solution 3.mp4 11.6 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/26. Skewness.mp4 11.5 MB
  • 11. Bayes' Theorem (Updated)/15. Bayes' Theorem - Exercise 2.mp4 11.5 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/9. Exercise & Solution 9.mp4 11.3 MB
  • 21. ARCHIVED - Set Theory/9. Set Builder Notation.mp4 10.9 MB
  • 33. Statistics/4. Population and Sample.mp4 10.8 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/8. Exercise & Solution 8.mp4 10.8 MB
  • 65. Integration - Definite Integrals I/1. Question and Solution 1.mp4 10.8 MB
  • 45. Statistics - Variance & Standard Deviation/6. Question and Answer 4.mp4 10.7 MB
  • 17. Linear Algebra - Determinant (Updated)/17. Exercise for you 4.mp4 10.7 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/18. Exercise & Solution 18.mp4 10.6 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/14. Inverse of Matrix - Example.mp4 10.6 MB
  • 23. ARCHIVED - Probability - BasicsGeneral/7. Exercise & Solution 3.mp4 10.5 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/3. Exercise & Solution 3.mp4 10.4 MB
  • 16. Linear Algebra - Matrices (Updated)/29. Exercise for you 4.mp4 10.4 MB
  • 51. Indices & Logarithms/45. Logarithm to Base 10 and Base e.mp4 10.4 MB
  • 5. Empirical Probability (Updated)/4. Empirical Probability - Exercise and Solution 3.mp4 10.3 MB
  • 9. Theorem of Total Probability (Updated)/5. Theorem of Total Probability - Exercise 1.mp4 10.3 MB
  • 23. ARCHIVED - Probability - BasicsGeneral/5. Exercise & Solution 1.mp4 10.3 MB
  • 45. Statistics - Variance & Standard Deviation/8. Question and Answer 6.mp4 10.3 MB
  • 22. ARCHIVED - Combinatorics/6. Exercise & Solution.mp4 10.3 MB
  • 17. Linear Algebra - Determinant (Updated)/16. Exercise for you 3.mp4 10.1 MB
  • 27. ARCHIVED - Probability Multiplication Rule/6. Exercise & Solution 5.mp4 10.1 MB
  • 17. Linear Algebra - Determinant (Updated)/19. Exercise for you 6.mp4 10.1 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/8. Determinant of Matrix.mp4 10.0 MB
  • 22. ARCHIVED - Combinatorics/5. Combination.mp4 10.0 MB
  • 16. Linear Algebra - Matrices (Updated)/26. Exercise for you 1.mp4 9.8 MB
  • 35. Statistics - Weighted Mean/3. Question and Answer 2.mp4 9.8 MB
  • 21. ARCHIVED - Set Theory/30. Set Exercise & Solution 13.mp4 9.6 MB
  • 51. Indices & Logarithms/15. Exercise and Solution 12.mp4 9.6 MB
  • 52. ARCHIVED - Linear Algebra - Matrices/24. Matrix for Simultaneous Equation - Exercise & Solution 10.mp4 9.5 MB
  • 49. Statistics - Pearson and Spearman Correlation Methods/1. Understanding Pearson and Spearman correlation.mp4 9.5 MB
  • 44. Statistics - Mean Deviation/1. Understanding Mean Deviation.mp4 9.3 MB
  • 5. Empirical Probability (Updated)/18. Empirical Probability - Exercise and Solution 17.mp4 9.3 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/2. Decision Tree on Dependent Events - Exercise and Solution.mp4 9.3 MB
  • 26. ARCHIVED - Probability Addition Rules/9. Exercise & Solution 8.mp4 9.3 MB
  • 5. Empirical Probability (Updated)/20. Empirical Probability - Exercise and Solution 19.mp4 9.2 MB
  • 17. Linear Algebra - Determinant (Updated)/23. Cramer's Rule - Exercise for you.mp4 9.2 MB
  • 21. ARCHIVED - Set Theory/26. Set Exercise & Solution 10.mp4 9.0 MB
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  • 24. ARCHIVED - Theoretical Probability/4. Exercise & Solution 3.mp4 9.0 MB
  • 38. Statistics - Median/1. Median.mp4 8.9 MB
  • 26. ARCHIVED - Probability Addition Rules/7. Exercise & Solution 6.mp4 8.9 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/12. Exercise & Solution 12.mp4 8.9 MB
  • 27. ARCHIVED - Probability Multiplication Rule/5. Exercise & Solution 4.mp4 8.8 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/17. Exercise & Solution 17.mp4 8.8 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/4. Exercise & Solution 4.mp4 8.8 MB
  • 3. Probability - BasicsGeneral (Updated)/14. General Probability - Exercise and Solution 10.mp4 8.6 MB
  • 51. Indices & Logarithms/19. Exercise and Solution 16.mp4 8.6 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/19. Exercise & Solution 19.mp4 8.5 MB
  • 26. ARCHIVED - Probability Addition Rules/3. Exercise & Solution 2.mp4 8.5 MB
  • 51. Indices & Logarithms/14. Exercise and Solution 11.mp4 8.5 MB
  • 50. Statistics - Regression Error Metrics/5. R-Squared or Coefficient of Determination.mp4 8.5 MB
  • 26. ARCHIVED - Probability Addition Rules/4. Exercise & Solution 3.mp4 8.5 MB
  • 23. ARCHIVED - Probability - BasicsGeneral/2. What is Probability.mp4 8.5 MB
  • 51. Indices & Logarithms/29. The Summary of the Laws of Logarithm.mp4 8.4 MB
  • 9. Theorem of Total Probability (Updated)/6. Theorem of Total Probability - Exercise 2.mp4 8.4 MB
  • 10. Probability - Decision Tree (Updated)/9. Decision Tree - Exercise 1.mp4 8.4 MB
  • 51. Indices & Logarithms/20. Introduction to Logarithm.mp4 8.3 MB
  • 27. ARCHIVED - Probability Multiplication Rule/4. Exercise & Solution 3.mp4 8.3 MB
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  • 16. Linear Algebra - Matrices (Updated)/28. Exercise for you 3.mp4 8.2 MB
  • 34. Statistics - Mean/7. Question and Answer 6.mp4 8.1 MB
  • 27. ARCHIVED - Probability Multiplication Rule/1. Dependent and Independent Events.mp4 8.0 MB
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  • 17. Linear Algebra - Determinant (Updated)/18. Exercise for you 5.mp4 8.0 MB
  • 45. Statistics - Variance & Standard Deviation/1. Understanding Variance and Standard Deviation.mp4 8.0 MB
  • 27. ARCHIVED - Probability Multiplication Rule/7. Exercise & Solution 6.mp4 7.9 MB
  • 21. ARCHIVED - Set Theory/23. Set Exercise & Solution 7.mp4 7.8 MB
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  • 17. Linear Algebra - Determinant (Updated)/21. Exercise for you 8.mp4 7.8 MB
  • 5. Empirical Probability (Updated)/7. Empirical Probability - Exercise and Solution 6.mp4 7.8 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/7. Exercise & Solution 7.mp4 7.7 MB
  • 35. Statistics - Weighted Mean/1. Weighted Mean.mp4 7.7 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/15. Binomial Probability Distribution - Exercise 3.mp4 7.7 MB
  • 54. Calculus - Derivatives By First Principle/7. Question and Solution 5.mp4 7.5 MB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/5. Exercise and Solution.mp4 7.5 MB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/27. Kurtosis.mp4 7.5 MB
  • 24. ARCHIVED - Theoretical Probability/2. Exercise & Solution 1.mp4 7.5 MB
  • 5. Empirical Probability (Updated)/10. Empirical Probability - Exercise and Solution 9.mp4 7.5 MB
  • 21. ARCHIVED - Set Theory/13. Set Exercise & Solution 1.mp4 7.4 MB
  • 37. Statistics - Mean Frequency Distribution/4. Question and Answer 3.mp4 7.4 MB
  • 50. Statistics - Regression Error Metrics/3. Mean Absolute Error.mp4 7.4 MB
  • 22. ARCHIVED - Combinatorics/7. Exercise & Solution.mp4 7.4 MB
  • 54. Calculus - Derivatives By First Principle/1. Derived Definition Form of First Principle.mp4 7.4 MB
  • 22. ARCHIVED - Combinatorics/4. Permutation.mp4 7.4 MB
  • 28. ARCHIVED - Probability - Tons of Exercises & Solutions/16. Exercise & Solution 16.mp4 7.3 MB
  • 17. Linear Algebra - Determinant (Updated)/14. Exercise for you 1.mp4 7.3 MB
  • 21. ARCHIVED - Set Theory/16. Finite vs Infinite Set.mp4 7.3 MB
  • 5. Empirical Probability (Updated)/9. Empirical Probability - Exercise and Solution 8.mp4 7.3 MB
  • 51. Indices & Logarithms/7. Exercise and Solution 5.mp4 7.3 MB
  • 21. ARCHIVED - Set Theory/20. Set Exercise & Solution 4.mp4 7.3 MB
  • 16. Linear Algebra - Matrices (Updated)/27. Exercise for you 2.mp4 7.2 MB
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  • 1. Set Theory (Updated)/92. Application of Set Theory in Machine Learning.srt 7.3 kB
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  • 7. Probability - Multiplication Rule (Updated)/1. Multiplication Rule - Dependent and Independent Event.srt 7.1 kB
  • 50. Statistics - Regression Error Metrics/1. Understanding Regression Error Metrics.srt 7.0 kB
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  • 1. Set Theory (Updated)/34. Number System Symbols.srt 6.9 kB
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  • 3. Probability - BasicsGeneral (Updated)/3. What is Probability.srt 6.9 kB
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  • 22. ARCHIVED - Combinatorics/11. Exercise & Solution.srt 6.5 kB
  • 63. Integration - Indefinite Integrals/1. Example.srt 6.5 kB
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  • 27. ARCHIVED - Probability Multiplication Rule/3. Exercise & Solution 2.srt 6.4 kB
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  • 1. Set Theory (Updated)/4. Representation of Set and Its Element - With Examples.srt 6.3 kB
  • 21. ARCHIVED - Set Theory/2. What is Set.srt 6.3 kB
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  • 16. Linear Algebra - Matrices (Updated)/17. Exercise and Solution 6.srt 6.2 kB
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  • 20. NumPy - Recommendation! Recommendation!! Recommendation!!!/1. NumPy, After Linear Algebra.srt 5.4 kB
  • 52. ARCHIVED - Linear Algebra - Matrices/13. Inverse of Matrix.srt 5.4 kB
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  • 45. Statistics - Variance & Standard Deviation/12. Question and Answer 10.srt 5.3 kB
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  • 1. Set Theory (Updated)/45. Subset (Set Operation).srt 5.3 kB
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  • 52. ARCHIVED - Linear Algebra - Matrices/10. Cofactor Minor Place Sign.srt 5.2 kB
  • 51. Indices & Logarithms/1. Importance of Logarithms for Machine Learning.srt 5.2 kB
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  • 52. ARCHIVED - Linear Algebra - Matrices/11. Cofactor - Example.srt 5.0 kB
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  • 67. Area Under Curve - Using Integration/5. Question and Solution 3.srt 4.9 kB
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  • 22. ARCHIVED - Combinatorics/16. Exercise & Solution.srt 4.8 kB
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  • 61. Calculus - Differentiation Using Quotient and Chain Rules Examples/1. Question and Solution 1.srt 4.8 kB
  • 10. Probability - Decision Tree (Updated)/15. Decision Tree - Exercise and Solution 12.srt 4.8 kB
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  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/3. Decision Tree on Dependent Events - Exercise and Solution.srt 4.5 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/10. Binomial Probability Distribution - Exercise and Solution 6.srt 4.5 kB
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  • 1. Set Theory (Updated)/42. Is Empty Set equal to the Set of an Empty Set.srt 4.4 kB
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  • 2. Combinatorics (Updated)/45. Python for Permutation - Include Exercises and Solutions.srt 4.1 kB
  • 1. Set Theory (Updated)/88. Understanding Jaccard Similarity.srt 4.1 kB
  • 52. ARCHIVED - Linear Algebra - Matrices/12. Adjoint of a Square Matrix.srt 4.1 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/25. Normal Distribution - Exercise and Solution 2.srt 4.1 kB
  • 1. Set Theory (Updated)/36. Complement of a set.srt 4.1 kB
  • 52. ARCHIVED - Linear Algebra - Matrices/26. Cramer's Rule.srt 4.1 kB
  • 9. Theorem of Total Probability (Updated)/3. Theorem of Total Probability - Exercise and Solution 2.srt 4.0 kB
  • 2. Combinatorics (Updated)/41. Combination - Exercise & Solution 9.srt 4.0 kB
  • 1. Set Theory (Updated)/78. Identity Laws.srt 4.0 kB
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  • 51. Indices & Logarithms/43. Exercise and Solution 13.srt 4.0 kB
  • 16. Linear Algebra - Matrices (Updated)/23. Exercise and Solution 12.srt 4.0 kB
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  • 16. Linear Algebra - Matrices (Updated)/15. Exercise and Solution 4.srt 3.9 kB
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  • 17. Linear Algebra - Determinant (Updated)/5. Cofactor of Matrix.srt 3.9 kB
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  • 33. Statistics/3. Frequency and Tally.srt 3.8 kB
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  • 1. Set Theory (Updated)/49. Union Set (Set Operation).srt 3.8 kB
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  • 10. Probability - Decision Tree (Updated)/16. Decision Tree - Exercise and Solution 13.srt 3.8 kB
  • 8. Conditional Probability (Updated)/2. Conditional Probability - Exercise and Solution 1.srt 3.8 kB
  • 52. ARCHIVED - Linear Algebra - Matrices/8. Determinant of Matrix.srt 3.7 kB
  • 11. Bayes' Theorem (Updated)/10. Bayes' Theorem - Exercise and Solution 3.srt 3.7 kB
  • 50. Statistics - Regression Error Metrics/5. R-Squared or Coefficient of Determination.srt 3.7 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/12. Binomial Probability Distribution - Exercise and Solution 8.srt 3.7 kB
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  • 22. ARCHIVED - Combinatorics/6. Exercise & Solution.srt 3.7 kB
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  • 52. ARCHIVED - Linear Algebra - Matrices/27. Cramer's Rule Example.srt 3.6 kB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/8. Total Probability - Exercise and Solution.srt 3.6 kB
  • 4. Theoretical Probability (Updated)/10. Theoretical Probability - Exercise and Solution 9.srt 3.6 kB
  • 2. Combinatorics (Updated)/43. Python for Factorial - Include Exercises and Solutions.srt 3.6 kB
  • 1. Set Theory (Updated)/53. Intersection (Set Operation).srt 3.6 kB
  • 16. Linear Algebra - Matrices (Updated)/12. Exercise and Solution 2.srt 3.5 kB
  • 1. Set Theory (Updated)/24. Exercise & Solution 5 - Set-Builder Notation.srt 3.5 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/28. T Distribution.srt 3.5 kB
  • 67. Area Under Curve - Using Integration/2. Understanding Area Under Curve.srt 3.5 kB
  • 51. Indices & Logarithms/3. Exercise and Solution 1.srt 3.4 kB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/4. Decision Tree on Total Probability - Exercise and Solution.srt 3.4 kB
  • 5. Empirical Probability (Updated)/6. Empirical Probability - Exercise and Solution 5.srt 3.4 kB
  • 10. Probability - Decision Tree (Updated)/10. Decision Tree - Exercise and Solution 8.srt 3.4 kB
  • 6. Probability - Addition Rule (Updated)/15. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 6.srt 3.4 kB
  • 24. ARCHIVED - Theoretical Probability/2. Exercise & Solution 1.srt 3.4 kB
  • 51. Indices & Logarithms/45. Logarithm to Base 10 and Base e.srt 3.4 kB
  • 35. Statistics - Weighted Mean/2. Question and Answer 1.srt 3.4 kB
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  • 1. Set Theory (Updated)/57. Disjoint & Non-Disjoint Sets.srt 3.4 kB
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  • 10. Probability - Decision Tree (Updated)/7. Decision Tree - Exercise and Solution 6.srt 3.3 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/3. Binomial Probability Distribution - Properties.srt 3.3 kB
  • 45. Statistics - Variance & Standard Deviation/6. Question and Answer 4.srt 3.3 kB
  • 22. ARCHIVED - Combinatorics/7. Exercise & Solution.srt 3.3 kB
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  • 1. Set Theory (Updated)/62. Exercise & Solution 5 - Disjoint & Non-Disjoint Sets.srt 3.3 kB
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  • 51. Indices & Logarithms/7. Exercise and Solution 5.srt 3.3 kB
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  • 51. Indices & Logarithms/6. Exercise and Solution 4.srt 3.3 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/26. Skewness.srt 3.2 kB
  • 15. Hypergeometric Distribution (New)/4. Hypergeometric Distribution - Exercise and Solution.srt 3.2 kB
  • 1. Set Theory (Updated)/56. Exercise & Solution 3 - Intersection (Set Operation).srt 3.2 kB
  • 51. Indices & Logarithms/15. Exercise and Solution 12.srt 3.2 kB
  • 1. Set Theory (Updated)/7. A Set as an Object.srt 3.2 kB
  • 51. Indices & Logarithms/19. Exercise and Solution 16.srt 3.2 kB
  • 50. Statistics - Regression Error Metrics/7. Summary on Regression Error Metrics.srt 3.2 kB
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  • 17. Linear Algebra - Determinant (Updated)/3. Exercise and Solution - Determinant 2.srt 3.1 kB
  • 2. Combinatorics (Updated)/9. Cyclic Permutation - Exercise & Solution 4.srt 3.1 kB
  • 60. Calculus - Differentiation Using Quotient Rule/1. Understanding Quotient.srt 3.1 kB
  • 26. ARCHIVED - Probability Addition Rules/8. Exercise & Solution 7.srt 3.1 kB
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  • 46. Statistics - Variable Dependent- Independent - Moderating - Ordinal/1. Variable.srt 3.0 kB
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  • 1. Set Theory (Updated)/25. Exercise & Solution 6 - Set-Builder Notation.srt 3.0 kB
  • 51. Indices & Logarithms/28. The Eight Law of Logarithm.srt 3.0 kB
  • 38. Statistics - Median/1. Median.srt 3.0 kB
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  • 2. Combinatorics (Updated)/46.1 Python for Permutation.ipynb 3.0 kB
  • 22. ARCHIVED - Combinatorics/2. What is Factorial.srt 3.0 kB
  • 39. Statistics - Median Frequency Distribution/1. Median Frequency Distribution.srt 3.0 kB
  • 51. Indices & Logarithms/41. Exercise and Solution 11.srt 3.0 kB
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  • 1. Set Theory (Updated)/23. Exercise & Solution 4 - Set-Builder Notation.srt 2.9 kB
  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/11. Binomial Probability Distribution - Exercise and Solution 7.srt 2.9 kB
  • 36. Statistics - Properties of Mean/7. Question and Answer 6.srt 2.9 kB
  • 4. Theoretical Probability (Updated)/4. Theoretical Probability - Exercise and Solution 3.srt 2.9 kB
  • 52. ARCHIVED - Linear Algebra - Matrices/14. Inverse of Matrix - Example.srt 2.9 kB
  • 37. Statistics - Mean Frequency Distribution/2. Question and Answer 1.srt 2.9 kB
  • 25. ARCHIVED - Empirical (Experimental) Probability/2. Exercise & Solution 1.srt 2.9 kB
  • 52. ARCHIVED - Linear Algebra - Matrices/24. Matrix for Simultaneous Equation - Exercise & Solution 10.srt 2.9 kB
  • 32. ARCHIVED - Bayes' Theorem, Total Probability and Depend Events - Decision Tree/2. Decision Tree on Dependent Events - Exercise and Solution.srt 2.9 kB
  • 1. Set Theory (Updated)/67. Set Difference.srt 2.9 kB
  • 1. Set Theory (Updated)/39. Equipotent or Equinumerous sets Latest.srt 2.8 kB
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  • 11. Bayes' Theorem (Updated)/2. Bayes' Theorem Formula.srt 2.8 kB
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  • 13. Binomial, Poisson & Normal Distributions, Z-Score, Skewness, Kurtosis (Updated)/4. Binomial Probability Distribution - Formula.srt 2.7 kB
  • 23. ARCHIVED - Probability - BasicsGeneral/7. Exercise & Solution 3.srt 2.7 kB
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  • 4. Theoretical Probability (Updated)/6. Theoretical Probability - Exercise and Solution 5.srt 2.6 kB
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  • 4. Theoretical Probability (Updated)/5. Theoretical Probability - Exercise and Solution 4.srt 2.6 kB
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  • 45. Statistics - Variance & Standard Deviation/9. Question and Answer 7.srt 2.6 kB
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  • 8. Conditional Probability (Updated)/4. Conditional Probability - Exercise and Solution 3.srt 2.5 kB
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  • 51. Indices & Logarithms/9. Exercise and Solution 7.srt 2.5 kB
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  • 2. Combinatorics (Updated)/24. Letters Permutation - Exercise & Solution 8.srt 2.5 kB
  • 51. Indices & Logarithms/10. Exercise and Solution 8.srt 2.5 kB
  • 64. Integration - Indefinite Integrals II/1. Question and Solution 1.srt 2.5 kB
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  • 1. Set Theory (Updated)/85. Associative Laws.srt 2.5 kB
  • 22. ARCHIVED - Combinatorics/4. Permutation.srt 2.5 kB
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  • 1. Set Theory (Updated)/83. Distributive Laws.srt 2.5 kB
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  • 23. ARCHIVED - Probability - BasicsGeneral/2. What is Probability.srt 2.5 kB
  • 6. Probability - Addition Rule (Updated)/14. Addition Rule - Non-Mutually Exclusive Events - Exercise and Solution 5.srt 2.5 kB
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