DevCourseWeb com Applied Math for Data Science | F12804363BADBD5242DE04F4F27D01C66B5234B2

DevCourseWeb com Applied Math for Data Science

Name	[ DevCourseWeb.com ] Applied Math for Data Science	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.6 GB
Total Files	75
Last Seen	2025-07-18 00:35
Hash	F12804363BADBD5242DE04F4F27D01C66B5234B2

/
Get Bonus Downloads Here.url	0.2 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
/.../Module 0 Course Introduction/
001. Course Introduction en.srt	1.3 KB
001. Course Introduction .mp4	14.7 MB
/.../Module 1 Calculus and Functions/
001. Introduction to Module 1 en.srt	1.7 KB
001. Introduction to Module 1.mp4	5.9 MB
002. Mathematical Functions en.srt	25.7 KB
002. Mathematical Functions.jpeg	163.5 KB
002. Mathematical Functions.mp4	106.8 MB
003. Exponential and Logarithmic Functions en.srt	11.3 KB
003. Exponential and Logarithmic Functions.mp4	28.6 MB
004. The Limit and the Derivative en.srt	29.8 KB
004. The Limit and the Derivative.mp4	98.6 MB
005. Integrals en.srt	6.0 KB
005. Integrals.mp4	15.5 MB
/Module 2 Probability/
001. Introduction to Module 2 en.srt	2.3 KB
001. Introduction to Module 2.mp4	6.4 MB
002. The Monty Hall Problem en.srt	7.5 KB
002. The Monty Hall Problem.mp4	22.0 MB
003. Probability Basics en.srt	25.5 KB
003. Probability Basics.mp4	110.0 MB
004. Bayes Theorem en.srt	12.0 KB
004. Bayes Theorem.mp4	42.7 MB
005. Binomial and Beta Distribution en.srt	14.1 KB
005. Binomial and Beta Distribution.mp4	43.8 MB
/.../Module 3 Statistics and Hypothesis Testing/
001. Introduction to Module 3 en.srt	3.1 KB
001. Introduction to Module 3.mp4	11.1 MB
002. Descriptive Statistics en.srt	24.3 KB
002. Descriptive Statistics.mp4	93.3 MB
003. The Normal Distribution en.srt	14.9 KB
003. The Normal Distribution.mp4	43.4 MB
004. The Central Limit Theorem en.srt	5.6 KB
004. The Central Limit Theorem.mp4	17.9 MB
005. Z Scores and Confidence Intervals en.srt	8.4 KB
005. Z Scores and Confidence Intervals.mp4	32.0 MB
006. Hypothesis Testing en.srt	14.5 KB
006. Hypothesis Testing.mp4	47.5 MB
/.../Module 4 Linear Algebra/
001. Introduction to Module 4 en.srt	2.7 KB
001. Introduction to Module 4.mp4	10.1 MB
002. Vectors and Vector Operations en.srt	23.1 KB
002. Vectors and Vector Operations.mp4	61.6 MB
003. Transformations and Matrices en.srt	22.1 KB
003. Transformations and Matrices.mp4	68.6 MB
004. Transformations, Matrices, and Matrix Multiplication en.srt	6.5 KB
004. Transformations, Matrices, and Matrix Multiplication.mp4	19.3 MB
005. Systems of Linear Equations and Inverse Matrices en.srt	10.2 KB
005. Systems of Linear Equations and Inverse Matrices.mp4	28.2 MB
006. Matrix Decomposition en.srt	8.6 KB
006. Matrix Decomposition.mp4	28.9 MB
/.../Module 5 Linear Regression/
001. Introduction to Module 5 en.srt	2.4 KB
001. Introduction to Module 5.mp4	9.1 MB
002. Simple Linear Regression en.srt	21.4 KB
002. Simple Linear Regression.mp4	64.6 MB
003. Multiple Linear Regression en.srt	5.6 KB
003. Multiple Linear Regression.mp4	26.6 MB
004. Fitting a Linear Regression en.srt	29.6 KB
004. Fitting a Linear Regression.mp4	105.1 MB
005. Overfitting, Variance, and RidgeLasso Regression en.srt	15.9 KB
005. Overfitting, Variance, and RidgeLasso Regression.mp4	54.6 MB
006. TrainTest Splits en.srt	9.5 KB
006. TrainTest Splits.mp4	32.6 MB
007. Performance Metrics en.srt	18.2 KB
007. Performance Metrics.mp4	55.9 MB
/.../Module 6 Logistic Regression and Classification/
001. Module 6 Introduction en.srt	1.0 KB
001. Module 6 Introduction.mp4	3.8 MB
002. Logistic Regression Basics en.srt	13.6 KB
002. Logistic Regression Basics.mp4	46.6 MB
003. Fitting a Logistic Regression en.srt	20.5 KB
003. Fitting a Logistic Regression.mp4	72.6 MB
004. The Log-Odds en.srt	7.4 KB
004. The Log-Odds.mp4	22.1 MB
005. The R2 and P-Value en.srt	9.7 KB
005. The R2 and P-Value.mp4	29.2 MB
006. ROCAUC and Confusion Matrices en.srt	20.9 KB
006. ROCAUC and Confusion Matrices.mp4	74.3 MB
Total files 75