Udemy Math for Data Science Masterclass 2023 4

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05
August
2023

Udemy Math for Data Science Masterclass 2023 4


Udemy Math for Data Science Masterclass 2023 4
Language: English | Size:2.12 GB
Genre:eLearning


Files Included :

002 Course Overview and Curriculum.mp4 (23.69 MB)
MP4
001 Introduction to Core Data Concepts.mp4 (85.84 MB)
MP4
002 Measurements of Central Tendency - Mean, Median, and Mode.mp4 (46.05 MB)
MP4
003 Measurements of Dispersion - Variance and Standard Deviation.mp4 (33.42 MB)
MP4
004 Quartiles and IQR.mp4 (31.73 MB)
MP4
001 Introduction to Visualizing Data.mp4 (52.08 MB)
MP4
002 Scatter Plots.mp4 (52.3 MB)
MP4
003 Line Plots.mp4 (16.21 MB)
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004 Distribution Plots - Histograms.mp4 (17.08 MB)
MP4
005 Categorical Plots - Bar Plots.mp4 (10.51 MB)
MP4
006 CategoricalDistribution Plots - Box and Whisker Plots.mp4 (11.35 MB)
MP4
007 Other Plot Types - Violin Plot, KDE Plot.mp4 (19.07 MB)
MP4
008 Common Plot Pitfalls.mp4 (19.79 MB)
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001 Introduction to Combinatorics.mp4 (60.1 MB)
MP4
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)
MP4
001 Introduction to Data Distributions.mp4 (45.86 MB)
MP4
002 Probability Mass Functions.mp4 (25.31 MB)
MP4
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)
MP4
002 Sampling and Bias.mp4 (50.05 MB)
MP4
003 The Central Limit Theorem.mp4 (39.55 MB)
MP4
004 The Student's t-Distribution.mp4 (22.3 MB)
MP4
005 Confidence Interval for the Mean.mp4 (39.14 MB)
MP4
001 Introduction to Hypothesis Testing.mp4 (68.04 MB)
MP4
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)
MP4
002 Scatterplots and Regression.mp4 (14.74 MB)
MP4
003 Correlation Coefficient and the Residual.mp4 (47.1 MB)
MP4
004 Coefficient of Determination and the RMSE.mp4 (41.37 MB)
MP4
005 Chi-Square Tests.mp4 (39.87 MB)
MP4
006 ANOVA.mp4 (54.76 MB)
MP4




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