[FreeCourseSite.com] Udemy - Mathematics-Basics to Advanced for Data Science And GenAI

11. Inferential Calculus and Hypothesis Testing/3. Z test And Hypothesis Testing.mp4

13. Annova Test With Solved Examples/4. Partioning OF Variance In Anova.mp4

11. Inferential Calculus and Hypothesis Testing/5.1 5.0-T stats With t test hypothesis testing.mp4

18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/5.1 5-Converge With derivatives.mp4

8. Descriptive Statistics/8. Correlation And Covariance.mp4

2. Introduction To Linear Algebra/1. Introduction.mp4

20. Application Of Derivatives In Deep Learning Neural Network/3. Artificial Neural Network And Its Working.mp4

2. Introduction To Linear Algebra/2. Scalars And Vectors.mp4

18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/4. Cost Functions In Regression.mp4

10. Probability Distribution function And Types Of Distribution/1. PDF,PMF,CDF.mp4

20. Application Of Derivatives In Deep Learning Neural Network/4. Back Propogation Weight Updation Using Derivatives.mp4

19. Application Of Linear Algebra In Dimensionality Reduction/2. Feature Selection And Feature Extraction.mp4

20. Application Of Derivatives In Deep Learning Neural Network/1. What is Perceptron And It's Working.mp4

18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/7. Performance Metrics.mp4

19. Application Of Linear Algebra In Dimensionality Reduction/5. Eigen Decomposition On Covariance Matrix.mp4

19. Application Of Linear Algebra In Dimensionality Reduction/3. PCA Geometric Intuition.mp4

5. Eigen Vectors And Eigen Values/1. All You need to know about Eigen Values And Eigen Vectors.mp4

10. Probability Distribution function And Types Of Distribution/7. Standard Normal Distribution and Z score.mp4

4. Inverse Functions Or Transformation/1. Inversion Functions.mp4

3. Introduction To Functions And Transformation/3. Linear Transformation.mp4

2. Introduction To Linear Algebra/4. Multiplication Of Vectors.mp4

4. Inverse Functions Or Transformation/2. Applications of Function And Inverse Function.mp4

10. Probability Distribution function And Types Of Distribution/3. Bernoulli Distribution.mp4

19. Application Of Linear Algebra In Dimensionality Reduction/1. Curse Of Dimensionality.mp4

8. Descriptive Statistics/1. Measure Of Central Tendency.mp4

14. Differential Calculus/1. What are Slopes and How To Calculate.mp4

8. Descriptive Statistics/7. Histogram And Skewness.mp4

6. Equation Of a Line,Plane,Hyperplane/1. Equation OF a Line,Plane And Hyperplane.mp4

8. Descriptive Statistics/2. Measure Of Dispersion.mp4

7. Introduction To Statistics/6. Scales OF Measurement Of Data.mp4

9. Introduction To Probability/1. Addition Rule In Probability.mp4

2. Introduction To Linear Algebra/9. Matrices Operation.mp4

11. Inferential Calculus and Hypothesis Testing/2. P value and Hypothesis Testing.mp4

2. Introduction To Linear Algebra/8. Introduction To Matrices And Application.mp4

12. Chi Square Test With Solved Exmaples/2. Chi Square Goodness OF Fit.mp4

19. Application Of Linear Algebra In Dimensionality Reduction/4. PCA Maths Indepth Intuition.mp4

18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/8. Overfitiing and Underfitting.mp4

7. Introduction To Statistics/4. Types Of Sampling.mp4

18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/5. Convergence Algorithm.mp4

2. Introduction To Linear Algebra/3. Addition Of Vectors.mp4

7. Introduction To Statistics/3. Population And Sample Data.mp4

8. Descriptive Statistics/5. Percentile And Quartiles.mp4

10. Probability Distribution function And Types Of Distribution/9. Log Normal Distribution.mp4

3. Introduction To Functions And Transformation/7. Introduction To Projection.mp4

20. Application Of Derivatives In Deep Learning Neural Network/5. Chain Rule Of Derivatives During Back Propogation.mp4

3. Introduction To Functions And Transformation/2. Vector Transformations.mp4

10. Probability Distribution function And Types Of Distribution/12. Central Limit Theorem.mp4

11. Inferential Calculus and Hypothesis Testing/5. T stats With t Test Hypothesis Testing.mp4

11. Inferential Calculus and Hypothesis Testing/8. Baye's Theorem.mp4

8. Descriptive Statistics/6. 5 Number Summary.mp4