Udemy Math for Data Science Masterclass 2023 4

Files Included :

002 Course Overview and Curriculum.mp4 (23.69 MB)
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001 Introduction to Core Data Concepts.mp4 (85.84 MB)
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002 Measurements of Central Tendency - Mean, Median, and Mode.mp4 (46.05 MB)
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003 Measurements of Dispersion - Variance and Standard Deviation.mp4 (33.42 MB)
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004 Quartiles and IQR.mp4 (31.73 MB)
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001 Introduction to Visualizing Data.mp4 (52.08 MB)
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002 Scatter Plots.mp4 (52.3 MB)
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003 Line Plots.mp4 (16.21 MB)
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004 Distribution Plots - Histograms.mp4 (17.08 MB)
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005 Categorical Plots - Bar Plots.mp4 (10.51 MB)
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006 CategoricalDistribution Plots - Box and Whisker Plots.mp4 (11.35 MB)
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007 Other Plot Types - Violin Plot, KDE Plot.mp4 (19.07 MB)
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008 Common Plot Pitfalls.mp4 (19.79 MB)
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001 Introduction to Combinatorics.mp4 (60.1 MB)
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002 Factorials.mp4 (22.56 MB)
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003 Permutations.mp4 (15.09 MB)
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004 Combinations.mp4 (27.21 MB)
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001 Introduction to Probability.mp4 (88.61 MB)
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002 Probability, Law of Large Numbers, Experimental vs Expected.mp4 (76.7 MB)
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003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4 (41.99 MB)
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004 Conditional Probability, Independent and Dependent.mp4 (29.19 MB)
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005 Bayes' Theorem.mp4 (23.36 MB)
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006 Discrete Probability.mp4 (48.76 MB)
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007 Transforming Random Variables.mp4 (52.66 MB)
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008 Combinations of Random Variables.mp4 (32.63 MB)
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001 Introduction to Joint Distributions.mp4 (56.98 MB)
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002 Covariance.mp4 (35.8 MB)
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003 Pearson Correlation Coefficient.mp4 (36.39 MB)
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001 Introduction to Data Distributions.mp4 (45.86 MB)
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002 Probability Mass Functions.mp4 (25.31 MB)
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003 Discrete Uniform Distribution - Dice Roll.mp4 (9.91 MB)
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004 Probability Density Functions.mp4 (33.34 MB)
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005 Continuous Uniform Distribution - Voltage.mp4 (16.29 MB)
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006 Cumulative Distribution Functions.mp4 (22.43 MB)
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007 Binomial Distribution.mp4 (43.95 MB)
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008 Bernoulli Distribution.mp4 (24.38 MB)
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009 Poisson Distribution.mp4 (28.34 MB)
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001 Introduction to The Normal Distribution.mp4 (63.03 MB)
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002 Mean, Variance, and Standard Deviation.mp4 (26.9 MB)
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003 Normal Distribution.mp4 (30.29 MB)
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004 Standard Normal Distribution.mp4 (13.57 MB)
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005 Z-Scores.mp4 (60.83 MB)
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001 Introduction to Sampling.mp4 (38.32 MB)
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002 Sampling and Bias.mp4 (50.05 MB)
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003 The Central Limit Theorem.mp4 (39.55 MB)
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004 The Student's t-Distribution.mp4 (22.3 MB)
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005 Confidence Interval for the Mean.mp4 (39.14 MB)
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001 Introduction to Hypothesis Testing.mp4 (68.04 MB)
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002 Inferential Statistics and Hypotheses.mp4 (23.33 MB)
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003 Significance Level and Type I and II Errors.mp4 (32.72 MB)
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004 Test Statistics for One- and Two-Tailed Tests.mp4 (31.96 MB)
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005 The p-Value and Rejecting the Null.mp4 (55.12 MB)
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006 AB Testing.mp4 (33.2 MB)
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001 Introduction to Regression.mp4 (32.53 MB)
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002 Scatterplots and Regression.mp4 (14.74 MB)
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003 Correlation Coefficient and the Residual.mp4 (47.1 MB)
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004 Coefficient of Determination and the RMSE.mp4 (41.37 MB)
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005 Chi-Square Tests.mp4 (39.87 MB)
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006 ANOVA.mp4 (54.76 MB)
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