Udemy - Math for Data Science Masterclass [FCS]

Files:

• [CourseClub.Me].url (0.1 KB)
• [FreeCourseSite.com].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 1 - Welcome to the Course Important Info in this Lecture.html (1.7 KB)
• 2 - Course Overview and Curriculum English.vtt (6.4 KB)
• 2 - Course Overview and Curriculum.mp4 (23.7 MB)

• 55 - Introduction to Hypothesis Testing English.vtt (21.2 KB)
• 55 - Introduction to Hypothesis Testing.mp4 (94.3 MB)
• 56 - Inferential Statistics and Hypotheses English.vtt (15.4 KB)
• 56 - Inferential Statistics and Hypotheses.mp4 (33.7 MB)
• 57 - Significance Level and Type I and II Errors English.vtt (23.3 KB)
• 57 - Significance Level and Type I and II Errors.mp4 (46.3 MB)
• 58 - Test Statistics for One and TwoTailed Tests English.vtt (17.7 KB)
• 58 - Test Statistics for One and TwoTailed Tests.mp4 (47.3 MB)
• 59 - The pValue and Rejecting the Null English.vtt (26.8 KB)
• 59 - The pValue and Rejecting the Null.mp4 (86.2 MB)
• 60 - AB Testing English.vtt (28.2 KB)
• 60 - AB Testing.mp4 (46.2 MB)
• 61 - 09-Hypothesis-Testing-Practice-Questions-Answers.pdf (82.4 KB)
• 61 - 09-Hypothesis-Testing-Practice-Questions.pdf (26.8 KB)
• 61 - Hypothesis Testing Practice Problem Set and Answers.html (0.1 KB)

• 62 - Introduction to Regression English.vtt (15.8 KB)
• 62 - Introduction to Regression.mp4 (43.9 MB)
• 63 - Scatterplots and Regression English.vtt (10.4 KB)
• 63 - Scatterplots and Regression.mp4 (20.7 MB)
• 64 - Correlation Coefficient and the Residual English.vtt (28.2 KB)
• 64 - Correlation Coefficient and the Residual.mp4 (68.6 MB)
• 65 - Coefficient of Determination and the RMSE English.vtt (21.5 KB)
• 65 - Coefficient of Determination and the RMSE.mp4 (58.2 MB)
• 66 - ChiSquare Tests English.vtt (20.9 KB)
• 66 - ChiSquare Tests.mp4 (61.5 MB)
• 67 - ANOVA English.vtt (32.2 KB)
• 67 - ANOVA.mp4 (82.5 MB)
• 68 - 10-Regression-Practice-Questions-Answers.pdf (58.5 KB)
• 68 - 10-Regression-Practice-Questions.pdf (33.3 KB)
• 68 - Regression Practice Problem Set and Answers.html (0.1 KB)

• 1 - CheckIn Quiz Central Tendency.html (0.2 KB)
• 3 - Introduction to Core Data Concepts English.vtt (21.8 KB)
• 3 - Introduction to Core Data Concepts.mp4 (85.8 MB)
• 4 - Measurements of Central Tendency Mean Median and Mode English.vtt (33.4 KB)
• 4 - Measurements of Central Tendency Mean Median and Mode.mp4 (64.2 MB)
• 5 - Measurements of Dispersion Variance and Standard Deviation English.vtt (26.4 KB)
• 5 - Measurements of Dispersion Variance and Standard Deviation.mp4 (46.1 MB)
• 6 - Quartiles and IQR English.vtt (21.0 KB)
• 6 - Quartiles and IQR.mp4 (44.1 MB)

• 10 - Distribution Plots Histograms English.vtt (16.3 KB)
• 10 - Distribution Plots Histograms.mp4 (22.9 MB)
• 11 - Categorical Plots Bar Plots English.vtt (10.4 KB)
• 11 - Categorical Plots Bar Plots.mp4 (13.8 MB)
• 12 - CategoricalDistribution Plots Box and Whisker Plots English.vtt (10.0 KB)
• 12 - CategoricalDistribution Plots Box and Whisker Plots.mp4 (15.3 MB)
• 13 - Other Plot Types Violin Plot KDE Plot English.vtt (16.7 KB)
• 13 - Other Plot Types Violin Plot KDE Plot.mp4 (25.4 MB)
• 14 - Common Plot Pitfalls English.vtt (16.0 KB)
• 14 - Common Plot Pitfalls.mp4 (27.4 MB)
• 7 - Introduction to Visualizing Data English.vtt (25.7 KB)
• 7 - Introduction to Visualizing Data.mp4 (67.7 MB)
• 8 - Scatter Plots English.vtt (25.6 KB)
• 8 - Scatter Plots.mp4 (79.6 MB)
• 9 - Line Plots English.vtt (13.5 KB)
• 9 - Line Plots.mp4 (22.3 MB)

• 15 - Introduction to Combinatorics English.vtt (16.5 KB)
• 15 - Introduction to Combinatorics.mp4 (60.1 MB)
• 16 - Factorials English.vtt (20.6 KB)
• 16 - Factorials.mp4 (30.2 MB)
• 17 - Permutations English.vtt (15.0 KB)
• 17 - Permutations.mp4 (20.0 MB)
• 18 - Combinations English.vtt (17.4 KB)
• 18 - Combinations.mp4 (37.4 MB)
• 19 - 03-Combinatorics-Practice-Questions-Answers.pdf (59.2 KB)
• 19 - 03-Combinatorics-Practice-Questions.pdf (21.0 KB)
• 19 - Combinatorics Practice Problem Set and Answers.html (0.1 KB)

• 20 - Introduction to Probability English.vtt (28.1 KB)
• 20 - Introduction to Probability.mp4 (120.6 MB)
• 21 - Probability Law of Large Numbers Experimental vs Expected English.vtt (25.6 KB)
• 21 - Probability Law of Large Numbers Experimental vs Expected.mp4 (76.7 MB)
• 22 - The Addition Rule Union and Intersection Venn Diagrams English.vtt (21.4 KB)
• 22 - The Addition Rule Union and Intersection Venn Diagrams.mp4 (61.8 MB)
• 23 - Conditional Probability Independent and Dependent English.vtt (19.8 KB)
• 23 - Conditional Probability Independent and Dependent.mp4 (41.5 MB)
• 24 - Bayes Theorem English.vtt (15.7 KB)
• 24 - Bayes Theorem.mp4 (32.8 MB)
• 25 - Discrete Probability English.vtt (32.5 KB)
• 25 - Discrete Probability.mp4 (69.5 MB)
• 26 - Transforming Random Variables English.vtt (30.7 KB)
• 26 - Transforming Random Variables.mp4 (76.7 MB)
• 27 - Combinations of Random Variables English.vtt (20.4 KB)
• 27 - Combinations of Random Variables.mp4 (46.3 MB)
• 28 - 04-Probability-Practice-Questions-Answers.pdf (80.8 KB)
• 28 - 04-Probability-Practice-Questions.pdf (23.6 KB)
• 28 - Probability Practice Problem Set and Answers.html (0.1 KB)

• 29 - Introduction to Joint Distributions English.vtt (27.9 KB)
• 29 - Introduction to Joint Distributions.mp4 (74.4 MB)
• 30 - Covariance English.vtt (23.2 KB)
• 30 - Covariance.mp4 (50.4 MB)
• 31 - Pearson Correlation Coefficient English.vtt (19.5 KB)
• 31 - Pearson Correlation Coefficient.mp4 (55.2 MB)
• 32 - 05-Joint-Distributions-Practice-Questions-Answers.pdf (70.0 KB)
• 32 - 05-Joint-Distributions-Practice-Questions.pdf (20.0 KB)
• 32 - Joint Distribution Practice Problem Set and Answers.html (0.1 KB)

• 33 - Introduction to Data Distributions English.vtt (20.5 KB)
• 33 - Introduction to Data Distributions.mp4 (62.0 MB)
• 34 - Probability Mass Functions English.vtt (17.6 KB)
• 34 - Probability Mass Functions.mp4 (35.4 MB)
• 35 - Discrete Uniform Distribution Dice Roll English.vtt (8.1 KB)
• 35 - Discrete Uniform Distribution Dice Roll.mp4 (13.5 MB)
• 36 - Probability Density Functions English.vtt (22.4 KB)
• 36 - Probability Density Functions.mp4 (46.4 MB)
• 37 - Continuous Uniform Distribution Voltage English.vtt (13.6 KB)
• 37 - Continuous Uniform Distribution Voltage.mp4 (21.9 MB)
• 38 - Cumulative Distribution Functions English.vtt (16.6 KB)
• 38 - Cumulative Distribution Functions.mp4 (31.0 MB)
• 39 - Binomial Distribution English.vtt (27.0 KB)
• 39 - Binomial Distribution.mp4 (63.6 MB)
• 40 - Bernoulli Distribution English.vtt (16.0 KB)
• 40 - Bernoulli Distribution.mp4 (33.7 MB)
• 41 - Poisson Distribution English.vtt (17.1 KB)
• 41 - Poisson Distribution.mp4 (41.4 MB)
• 42 - 06-Data-Distributions-Practice-Questions-Answers.pdf (67.0 KB)
• 42 - 06-Data-Distributions-Practice-Questions.pdf (20.3 KB)
• 42 - Data Distributions Practice Problem Set and Answers.html (0.1 KB)

• 43 - Introduction to The Normal Distribution English.vtt (21.1 KB)
• 43 - Introduction to The Normal Distribution.mp4 (86.2 MB)
• 44 - Mean Variance and Standard Deviation English.vtt (20.0 KB)
• 44 - Mean Variance and Standard Deviation.mp4 (37.3 MB)
• 45 - Normal Distribution English.vtt (18.8 KB)
• 45 - Normal Distribution.mp4 (43.5 MB)
• 46 - Standard Normal Distribution English.vtt (10.4 KB)
• 46 - Standard Normal Distribution.mp4 (18.8 MB)
• 47 - ZScores English.vtt (23.1 KB)
• 47 - ZScores.mp4 (100.9 MB)
• 48 - 07-The-Normal-Distribution-Practice-Questions-Answers.pdf (79.9 KB)
• 48 - 07-The-Normal-Distribution-Practice-Questions.pdf (23.4 KB)
• 48 - Normal Distribution Practice Problem Set and Answers.html (0.1 KB)

• 49 - Introduction to Sampling English.vtt (18.8 KB)
• 49 - Introduction to Sampling.mp4 (50.8 MB)
• 50 - Sampling and Bias English.vtt (34.9 KB)
• 50 - Sampling and Bias.mp4 (69.9 MB)
• 51 - The Central Limit Theorem English.vtt (27.9 KB)
• 51 - The Central Limit Theorem.mp4 (55.7 MB)
• 52 - The Students tDistribution English.vtt (13.8 KB)
• 52 - The Students tDistribution.mp4 (33.8 MB)
• 53 - Confidence Interval for the Mean English.vtt (25.2 KB)
• 53 - Confidence Interval for the Mean.mp4 (56.5 MB)
• 54 - 08-Sampling-Practice-Questions-Answers.pdf (59.8 KB)
• 54 - 08-Sampling-Practice-Questions.pdf (28.9 KB)
• 54 - Sampling Practice Problem Set and Answers.html (0.1 KB)