FreeCourseSite com Udemy Math for Data Science Masterclass | 37B5E9E755368D67A30F5C972AB3D6E237FAC6CA

FreeCourseSite com Udemy Math for Data Science Masterclass

Name	[FreeCourseSite.com] Udemy - Math for Data Science Masterclass	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.3 GB
Total Files	152
Last Seen	2025-04-28 00:17
Hash	37B5E9E755368D67A30F5C972AB3D6E237FAC6CA

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/01 - Introduction/
001 Welcome to the Course! Important Info in this Lecture!.html	1.7 KB
002 Course Overview and Curriculum.mp4	24.8 MB
002 Course Overview and Curriculum_en.srt	7.2 KB
/02 - Core Data Concepts/
001 Introduction to Core Data Concepts.mp4	90.0 MB
001 Introduction to Core Data Concepts_en.srt	24.7 KB
002 Measurements of Central Tendency - Mean, Median, and Mode.mp4	48.3 MB
002 Measurements of Central Tendency - Mean, Median, and Mode_en.srt	38.0 KB
003 Measurements of Dispersion - Variance and Standard Deviation.mp4	35.0 MB
003 Measurements of Dispersion - Variance and Standard Deviation_en.srt	29.8 KB
004 Quartiles and IQR.mp4	33.3 MB
004 Quartiles and IQR_en.srt	23.8 KB
/03 - Visualizing Data/
001 Introduction to Visualizing Data.mp4	54.6 MB
001 Introduction to Visualizing Data_en.srt	29.2 KB
002 Scatter Plots.mp4	54.8 MB
002 Scatter Plots_en.srt	29.1 KB
003 Line Plots.mp4	17.0 MB
003 Line Plots_en.srt	15.2 KB
004 Distribution Plots - Histograms.mp4	17.9 MB
004 Distribution Plots - Histograms_en.srt	18.4 KB
005 Categorical Plots - Bar Plots.mp4	11.0 MB
005 Categorical Plots - Bar Plots_en.srt	11.7 KB
006 CategoricalDistribution Plots - Box and Whisker Plots.mp4	11.9 MB
006 CategoricalDistribution Plots - Box and Whisker Plots_en.srt	11.3 KB
007 Other Plot Types - Violin Plot, KDE Plot.mp4	20.0 MB
007 Other Plot Types - Violin Plot, KDE Plot_en.srt	18.9 KB
008 Common Plot Pitfalls.mp4	20.7 MB
008 Common Plot Pitfalls_en.srt	18.1 KB
/04 - Combinatorics/
001 Introduction to Combinatorics.mp4	63.0 MB
001 Introduction to Combinatorics_en.srt	18.6 KB
002 Factorials.mp4	23.7 MB
002 Factorials_en.srt	23.5 KB
003 Permutations.mp4	15.8 MB
003 Permutations_en.srt	17.1 KB
004 Combinations.mp4	28.5 MB
004 Combinations_en.srt	19.7 KB
005 03-Combinatorics-Practice-Questions-Answers.pdf	60.6 KB
005 03-Combinatorics-Practice-Questions.pdf	21.5 KB
005 Combinatorics Practice Problem Set and Answers.html	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/05 - Probability/
001 Introduction to Probability.mp4	92.9 MB
001 Introduction to Probability_en.srt	31.8 KB
002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4	80.4 MB
002 Probability, Law of Large Numbers, Experimental vs. Expected_en.srt	28.9 KB
003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4	44.0 MB
003 The Addition Rule, Union and Intersection, Venn Diagrams_en.srt	24.2 KB
004 Conditional Probability, Independent and Dependent.mp4	30.6 MB
004 Conditional Probability, Independent and Dependent_en.srt	22.3 KB
005 Bayes' Theorem.mp4	24.5 MB
005 Bayes' Theorem_en.srt	17.8 KB
006 Discrete Probability.mp4	51.1 MB
006 Discrete Probability_en.srt	36.9 KB
007 Transforming Random Variables.mp4	55.2 MB
007 Transforming Random Variables_en.srt	34.9 KB
008 Combinations of Random Variables.mp4	34.2 MB
008 Combinations of Random Variables_en.srt	23.0 KB
009 04-Probability-Practice-Questions-Answers.pdf	82.8 KB
009 04-Probability-Practice-Questions.pdf	24.2 KB
009 Probability Practice Problem Set and Answers.html	0.1 KB
/06 - Joint Distributions/
001 Introduction to Joint Distributions.mp4	59.7 MB
001 Introduction to Joint Distributions_en.srt	31.7 KB
002 Covariance.mp4	37.5 MB
002 Covariance_en.srt	26.3 KB
003 Pearson Correlation Coefficient.mp4	38.2 MB
003 Pearson Correlation Coefficient_en.srt	22.0 KB
004 05-Joint-Distributions-Practice-Questions-Answers.pdf	71.7 KB
004 05-Joint-Distributions-Practice-Questions.pdf	20.5 KB
004 Joint Distribution Practice Problem Set and Answers.html	0.1 KB
/07 - Data Distributions/
001 Introduction to Data Distributions.mp4	48.1 MB
001 Introduction to Data Distributions_en.srt	23.2 KB
002 Probability Mass Functions.mp4	26.5 MB
002 Probability Mass Functions_en.srt	19.9 KB
003 Discrete Uniform Distribution - Dice Roll.mp4	10.4 MB
003 Discrete Uniform Distribution - Dice Roll_en.srt	9.1 KB
004 Probability Density Functions.mp4	35.0 MB
004 Probability Density Functions_en.srt	25.3 KB
005 Continuous Uniform Distribution - Voltage.mp4	17.1 MB
005 Continuous Uniform Distribution - Voltage_en.srt	15.2 KB
006 Cumulative Distribution Functions.mp4	23.5 MB
006 Cumulative Distribution Functions_en.srt	18.7 KB
007 Binomial Distribution.mp4	46.1 MB
007 Binomial Distribution_en.srt	30.6 KB
008 Bernoulli Distribution.mp4	25.6 MB
008 Bernoulli Distribution_en.srt	18.1 KB
009 Poisson Distribution.mp4	29.7 MB
009 Poisson Distribution_en.srt	19.3 KB
010 06-Data-Distributions-Practice-Questions-Answers.pdf	68.6 KB
010 06-Data-Distributions-Practice-Questions.pdf	20.8 KB
010 Data Distributions Practice Problem Set and Answers.html	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/08 - The Normal Distribution/
001 Introduction to The Normal Distribution.mp4	66.1 MB
001 Introduction to The Normal Distribution_en.srt	23.8 KB
002 Mean, Variance, and Standard Deviation.mp4	28.2 MB
002 Mean, Variance, and Standard Deviation_en.srt	22.6 KB
003 Normal Distribution.mp4	31.8 MB
003 Normal Distribution_en.srt	21.1 KB
004 Standard Normal Distribution.mp4	14.2 MB
004 Standard Normal Distribution_en.srt	11.7 KB
005 Z-Scores.mp4	63.8 MB
005 Z-Scores_en.srt	26.2 KB
006 07-The-Normal-Distribution-Practice-Questions-Answers.pdf	89.3 KB
006 07-The-Normal-Distribution-Practice-Questions.pdf	23.9 KB
006 Normal Distribution Practice Problem Set and Answers.html	0.1 KB
/09 - Sampling/
001 Introduction to Sampling.mp4	40.2 MB
001 Introduction to Sampling_en.srt	21.2 KB
002 Sampling and Bias.mp4	52.5 MB
002 Sampling and Bias_en.srt	39.5 KB
003 The Central Limit Theorem.mp4	41.5 MB
003 The Central Limit Theorem_en.srt	31.4 KB
004 The Student's t-Distribution.mp4	23.4 MB
004 The Student's t-Distribution_en.srt	15.4 KB
005 Confidence Interval for the Mean.mp4	41.0 MB
005 Confidence Interval for the Mean_en.srt	28.6 KB
006 08-Sampling-Practice-Questions-Answers.pdf	61.3 KB
006 08-Sampling-Practice-Questions.pdf	29.6 KB
006 Sampling Practice Problem Set and Answers.html	0.1 KB
/10 - Hypothesis Testing/
001 Introduction to Hypothesis Testing.mp4	71.3 MB
001 Introduction to Hypothesis Testing_en.srt	24.0 KB
002 Inferential Statistics and Hypotheses.mp4	24.5 MB
002 Inferential Statistics and Hypotheses_en.srt	17.4 KB
003 Significance Level and Type I and II Errors.mp4	34.3 MB
003 Significance Level and Type I and II Errors_en.srt	26.4 KB
004 Test Statistics for One- and Two-Tailed Tests.mp4	33.5 MB
004 Test Statistics for One- and Two-Tailed Tests_en.srt	19.9 KB
005 The p-Value and Rejecting the Null.mp4	57.8 MB
005 The p-Value and Rejecting the Null_en.srt	30.4 KB
006 AB Testing.mp4	34.8 MB
006 AB Testing_en.srt	31.7 KB
007 09-Hypothesis-Testing-Practice-Questions-Answers.pdf	93.5 KB
007 09-Hypothesis-Testing-Practice-Questions.pdf	27.5 KB
007 Hypothesis Testing Practice Problem Set and Answers.html	0.1 KB
/11 - Regression/
001 Introduction to Regression.mp4	34.1 MB
001 Introduction to Regression_en.srt	17.9 KB
002 Scatterplots and Regression.mp4	15.5 MB
002 Scatterplots and Regression_en.srt	11.7 KB
003 Correlation Coefficient and the Residual.mp4	49.4 MB
003 Correlation Coefficient and the Residual_en.srt	32.0 KB
004 Coefficient of Determination and the RMSE.mp4	43.4 MB
004 Coefficient of Determination and the RMSE_en.srt	24.4 KB
005 Chi-Square Tests.mp4	41.8 MB
005 Chi-Square Tests_en.srt	23.6 KB
006 ANOVA.mp4	57.4 MB
006 ANOVA_en.srt	36.5 KB
007 10-Regression-Practice-Questions-Answers.pdf	59.9 KB
007 10-Regression-Practice-Questions.pdf	34.1 KB
007 Regression Practice Problem Set and Answers.html	0.1 KB
Total files 152