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Module 2 Probability/003. Probability Basics.mp4 104.9 MB
Module 0 Course Introduction/001. Course Introduction .mp4 13.98 MB
Module 1 Calculus and Functions/001. Introduction to Module 1 en.srt 1.64 KB
Module 1 Calculus and Functions/001. Introduction to Module 1.mp4 5.67 MB
Module 1 Calculus and Functions/002. Mathematical Functions en.srt 25.1 KB
Module 1 Calculus and Functions/002. Mathematical Functions.mp4 101.82 MB
Module 1 Calculus and Functions/003. Exponential and Logarithmic Functions en.srt 11.02 KB
Module 1 Calculus and Functions/003. Exponential and Logarithmic Functions.mp4 27.29 MB
Module 1 Calculus and Functions/004. The Limit and the Derivative en.srt 29.08 KB
Module 1 Calculus and Functions/004. The Limit and the Derivative.mp4 94.01 MB
Module 1 Calculus and Functions/005. Integrals en.srt 5.86 KB
Module 1 Calculus and Functions/005. Integrals.mp4 14.76 MB
Module 2 Probability/001. Introduction to Module 2 en.srt 2.27 KB
Module 2 Probability/001. Introduction to Module 2.mp4 6.12 MB
Module 2 Probability/002. The Monty Hall Problem en.srt 7.31 KB
Module 2 Probability/002. The Monty Hall Problem.mp4 21.01 MB
Module 2 Probability/003. Probability Basics en.srt 24.89 KB
Module 0 Course Introduction/001. Course Introduction en.srt 1.25 KB
Module 2 Probability/004. Bayes Theorem en.srt 11.73 KB
Module 2 Probability/004. Bayes Theorem.mp4 40.68 MB
Module 2 Probability/005. Binomial and Beta Distribution en.srt 13.74 KB
Module 2 Probability/005. Binomial and Beta Distribution.mp4 41.76 MB
Module 3 Statistics and Hypothesis Testing/001. Introduction to Module 3 en.srt 3 KB
Module 3 Statistics and Hypothesis Testing/001. Introduction to Module 3.mp4 10.55 MB
Module 3 Statistics and Hypothesis Testing/002. Descriptive Statistics en.srt 23.76 KB
Module 3 Statistics and Hypothesis Testing/002. Descriptive Statistics.mp4 89.02 MB
Module 3 Statistics and Hypothesis Testing/003. The Normal Distribution en.srt 14.53 KB
Module 3 Statistics and Hypothesis Testing/003. The Normal Distribution.mp4 41.38 MB
Module 3 Statistics and Hypothesis Testing/004. The Central Limit Theorem en.srt 5.46 KB
Module 3 Statistics and Hypothesis Testing/004. The Central Limit Theorem.mp4 17.09 MB
Module 3 Statistics and Hypothesis Testing/005. Z Scores and Confidence Intervals en.srt 8.25 KB
Module 3 Statistics and Hypothesis Testing/005. Z Scores and Confidence Intervals.mp4 30.52 MB
Module 3 Statistics and Hypothesis Testing/006. Hypothesis Testing en.srt 14.18 KB
Module 3 Statistics and Hypothesis Testing/006. Hypothesis Testing.mp4 45.27 MB
Module 4 Linear Algebra/001. Introduction to Module 4 en.srt 2.6 KB
Module 4 Linear Algebra/001. Introduction to Module 4.mp4 9.67 MB
Module 4 Linear Algebra/002. Vectors and Vector Operations en.srt 22.54 KB
Module 4 Linear Algebra/002. Vectors and Vector Operations.mp4 58.77 MB
Module 4 Linear Algebra/003. Transformations and Matrices en.srt 21.55 KB
Module 4 Linear Algebra/003. Transformations and Matrices.mp4 65.4 MB
Module 4 Linear Algebra/004. Transformations, Matrices, and Matrix Multiplication en.srt 6.33 KB
Module 4 Linear Algebra/004. Transformations, Matrices, and Matrix Multiplication.mp4 18.38 MB
Module 4 Linear Algebra/005. Systems of Linear Equations and Inverse Matrices en.srt 9.92 KB
Module 4 Linear Algebra/005. Systems of Linear Equations and Inverse Matrices.mp4 26.85 MB
Module 4 Linear Algebra/006. Matrix Decomposition en.srt 8.36 KB
Module 4 Linear Algebra/006. Matrix Decomposition.mp4 27.57 MB
Module 5 Linear Regression/001. Introduction to Module 5 en.srt 2.33 KB
Module 5 Linear Regression/001. Introduction to Module 5.mp4 8.68 MB
Module 5 Linear Regression/002. Simple Linear Regression en.srt 20.91 KB
Module 5 Linear Regression/002. Simple Linear Regression.mp4 61.61 MB
Module 5 Linear Regression/003. Multiple Linear Regression en.srt 5.47 KB
Module 5 Linear Regression/003. Multiple Linear Regression.mp4 25.41 MB
Module 5 Linear Regression/004. Fitting a Linear Regression en.srt 28.87 KB
Module 5 Linear Regression/004. Fitting a Linear Regression.mp4 100.25 MB
Module 5 Linear Regression/005. Overfitting, Variance, and RidgeLasso Regression en.srt 15.57 KB
Module 5 Linear Regression/005. Overfitting, Variance, and RidgeLasso Regression.mp4 52.04 MB
Module 5 Linear Regression/006. TrainTest Splits en.srt 9.31 KB
Module 5 Linear Regression/006. TrainTest Splits.mp4 31.06 MB
Module 5 Linear Regression/007. Performance Metrics en.srt 17.81 KB
Module 5 Linear Regression/007. Performance Metrics.mp4 53.35 MB
Module 6 Logistic Regression and Classification/001. Module 6 Introduction en.srt 971 B
Module 6 Logistic Regression and Classification/001. Module 6 Introduction.mp4 3.67 MB
Module 6 Logistic Regression and Classification/002. Logistic Regression Basics en.srt 13.31 KB
Module 6 Logistic Regression and Classification/002. Logistic Regression Basics.mp4 44.45 MB
Module 6 Logistic Regression and Classification/003. Fitting a Logistic Regression en.srt 19.98 KB
Module 6 Logistic Regression and Classification/003. Fitting a Logistic Regression.mp4 69.25 MB
Module 6 Logistic Regression and Classification/004. The Log-Odds en.srt 7.22 KB
Module 6 Logistic Regression and Classification/004. The Log-Odds.mp4 21.06 MB
Module 6 Logistic Regression and Classification/005. The R2 and P-Value en.srt 9.43 KB
Module 6 Logistic Regression and Classification/005. The R2 and P-Value.mp4 27.89 MB
Module 6 Logistic Regression and Classification/006. ROCAUC and Confusion Matrices en.srt 20.43 KB
Module 6 Logistic Regression and Classification/006. ROCAUC and Confusion Matrices.mp4 70.83 MB
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