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[FreeCourseSite.com] Udemy - Math for Data Science Masterclass
大小 2.13 GB
文件数 152
Info Hash: 37B5E9E755368D67A30F5C972AB3D6E237FAC6CA
收录时间 2025-12-15 05:06:58
更新时间 2025-12-17 16:14:42
文件列表 (152)
0. Websites you may like/[CourseClub.Me].url
122 B
0. Websites you may like/[FreeCourseSite.com].url
127 B
0. Websites you may like/[GigaCourse.Com].url
49 B
01 - Introduction/001 Welcome to the Course! Important Info in this Lecture!.html
1.69 KB
01 - Introduction/002 Course Overview and Curriculum.mp4
23.69 MB
01 - Introduction/002 Course Overview and Curriculum_en.srt
7.04 KB
02 - Core Data Concepts/001 Introduction to Core Data Concepts.mp4
85.84 MB
02 - Core Data Concepts/001 Introduction to Core Data Concepts_en.srt
24.13 KB
02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode.mp4
46.05 MB
02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode_en.srt
37.08 KB
02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation.mp4
33.42 MB
02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation_en.srt
29.14 KB
02 - Core Data Concepts/004 Quartiles and IQR.mp4
31.73 MB
02 - Core Data Concepts/004 Quartiles and IQR_en.srt
23.24 KB
03 - Visualizing Data/001 Introduction to Visualizing Data.mp4
52.08 MB
03 - Visualizing Data/001 Introduction to Visualizing Data_en.srt
28.5 KB
03 - Visualizing Data/002 Scatter Plots.mp4
52.3 MB
03 - Visualizing Data/002 Scatter Plots_en.srt
28.38 KB
03 - Visualizing Data/003 Line Plots.mp4
16.21 MB
03 - Visualizing Data/003 Line Plots_en.srt
14.81 KB
03 - Visualizing Data/004 Distribution Plots - Histograms.mp4
17.08 MB
03 - Visualizing Data/004 Distribution Plots - Histograms_en.srt
17.97 KB
03 - Visualizing Data/005 Categorical Plots - Bar Plots.mp4
10.51 MB
03 - Visualizing Data/005 Categorical Plots - Bar Plots_en.srt
11.4 KB
03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots.mp4
11.35 MB
03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots_en.srt
11.03 KB
03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot.mp4
19.07 MB
03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot_en.srt
18.45 KB
03 - Visualizing Data/008 Common Plot Pitfalls.mp4
19.79 MB
03 - Visualizing Data/008 Common Plot Pitfalls_en.srt
17.71 KB
04 - Combinatorics/001 Introduction to Combinatorics.mp4
60.1 MB
04 - Combinatorics/001 Introduction to Combinatorics_en.srt
18.19 KB
04 - Combinatorics/002 Factorials.mp4
22.56 MB
04 - Combinatorics/002 Factorials_en.srt
22.99 KB
04 - Combinatorics/003 Permutations.mp4
15.09 MB
04 - Combinatorics/003 Permutations_en.srt
16.7 KB
04 - Combinatorics/004 Combinations.mp4
27.21 MB
04 - Combinatorics/004 Combinations_en.srt
19.25 KB
04 - Combinatorics/005 03-Combinatorics-Practice-Questions-Answers.pdf
59.23 KB
04 - Combinatorics/005 03-Combinatorics-Practice-Questions.pdf
20.96 KB
04 - Combinatorics/005 Combinatorics Practice Problem Set and Answers.html
99 B
05 - Probability/0. Websites you may like/[CourseClub.Me].url
122 B
05 - Probability/0. Websites you may like/[FreeCourseSite.com].url
127 B
05 - Probability/0. Websites you may like/[GigaCourse.Com].url
49 B
05 - Probability/001 Introduction to Probability.mp4
88.61 MB
05 - Probability/001 Introduction to Probability_en.srt
31.06 KB
05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4
76.7 MB
05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected_en.srt
28.27 KB
05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4
41.99 MB
05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams_en.srt
23.67 KB
05 - Probability/004 Conditional Probability, Independent and Dependent.mp4
29.19 MB
05 - Probability/004 Conditional Probability, Independent and Dependent_en.srt
21.82 KB
05 - Probability/005 Bayes' Theorem.mp4
23.36 MB
05 - Probability/005 Bayes' Theorem_en.srt
17.43 KB
05 - Probability/006 Discrete Probability.mp4
48.76 MB
05 - Probability/006 Discrete Probability_en.srt
36.01 KB
05 - Probability/007 Transforming Random Variables.mp4
52.66 MB
05 - Probability/007 Transforming Random Variables_en.srt
34.07 KB
05 - Probability/008 Combinations of Random Variables.mp4
32.63 MB
05 - Probability/008 Combinations of Random Variables_en.srt
22.44 KB
05 - Probability/009 04-Probability-Practice-Questions-Answers.pdf
80.84 KB
05 - Probability/009 04-Probability-Practice-Questions.pdf
23.61 KB
05 - Probability/009 Probability Practice Problem Set and Answers.html
106 B
06 - Joint Distributions/001 Introduction to Joint Distributions.mp4
56.98 MB
06 - Joint Distributions/001 Introduction to Joint Distributions_en.srt
30.93 KB
06 - Joint Distributions/002 Covariance.mp4
35.8 MB
06 - Joint Distributions/002 Covariance_en.srt
25.72 KB
06 - Joint Distributions/003 Pearson Correlation Coefficient.mp4
36.39 MB
06 - Joint Distributions/003 Pearson Correlation Coefficient_en.srt
21.5 KB
06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions-Answers.pdf
70.04 KB
06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions.pdf
20.04 KB
06 - Joint Distributions/004 Joint Distribution Practice Problem Set and Answers.html
79 B
07 - Data Distributions/001 Introduction to Data Distributions.mp4
45.86 MB
07 - Data Distributions/001 Introduction to Data Distributions_en.srt
22.65 KB
07 - Data Distributions/002 Probability Mass Functions.mp4
25.31 MB
07 - Data Distributions/002 Probability Mass Functions_en.srt
19.47 KB
07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll.mp4
9.91 MB
07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll_en.srt
8.9 KB
07 - Data Distributions/004 Probability Density Functions.mp4
33.34 MB
07 - Data Distributions/004 Probability Density Functions_en.srt
24.67 KB
07 - Data Distributions/005 Continuous Uniform Distribution - Voltage.mp4
16.29 MB
07 - Data Distributions/005 Continuous Uniform Distribution - Voltage_en.srt
14.86 KB
07 - Data Distributions/006 Cumulative Distribution Functions.mp4
22.43 MB
07 - Data Distributions/006 Cumulative Distribution Functions_en.srt
18.27 KB
07 - Data Distributions/007 Binomial Distribution.mp4
43.95 MB
07 - Data Distributions/007 Binomial Distribution_en.srt
29.91 KB
07 - Data Distributions/008 Bernoulli Distribution.mp4
24.38 MB
07 - Data Distributions/008 Bernoulli Distribution_en.srt
17.66 KB
07 - Data Distributions/009 Poisson Distribution.mp4
28.34 MB
07 - Data Distributions/009 Poisson Distribution_en.srt
18.82 KB
07 - Data Distributions/010 06-Data-Distributions-Practice-Questions-Answers.pdf
67.01 KB
07 - Data Distributions/010 06-Data-Distributions-Practice-Questions.pdf
20.35 KB
07 - Data Distributions/010 Data Distributions Practice Problem Set and Answers.html
79 B
08 - The Normal Distribution/0. Websites you may like/[CourseClub.Me].url
122 B
08 - The Normal Distribution/0. Websites you may like/[FreeCourseSite.com].url
127 B
08 - The Normal Distribution/0. Websites you may like/[GigaCourse.Com].url
49 B
08 - The Normal Distribution/001 Introduction to The Normal Distribution.mp4
63.03 MB
08 - The Normal Distribution/001 Introduction to The Normal Distribution_en.srt
23.26 KB
08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation.mp4
26.9 MB
08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation_en.srt
22.06 KB
08 - The Normal Distribution/003 Normal Distribution.mp4
30.29 MB
08 - The Normal Distribution/003 Normal Distribution_en.srt
20.63 KB
08 - The Normal Distribution/004 Standard Normal Distribution.mp4
13.57 MB
08 - The Normal Distribution/004 Standard Normal Distribution_en.srt
11.44 KB
08 - The Normal Distribution/005 Z-Scores.mp4
60.83 MB
08 - The Normal Distribution/005 Z-Scores_en.srt
25.56 KB
08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions-Answers.pdf
87.23 KB
08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions.pdf
23.36 KB
08 - The Normal Distribution/006 Normal Distribution Practice Problem Set and Answers.html
79 B
09 - Sampling/001 Introduction to Sampling.mp4
38.32 MB
09 - Sampling/001 Introduction to Sampling_en.srt
20.67 KB
09 - Sampling/002 Sampling and Bias.mp4
50.05 MB
09 - Sampling/002 Sampling and Bias_en.srt
38.57 KB
09 - Sampling/003 The Central Limit Theorem.mp4
39.55 MB
09 - Sampling/003 The Central Limit Theorem_en.srt
30.71 KB
09 - Sampling/004 The Student's t-Distribution.mp4
22.3 MB
09 - Sampling/004 The Student's t-Distribution_en.srt
15.08 KB
09 - Sampling/005 Confidence Interval for the Mean.mp4
39.14 MB
09 - Sampling/005 Confidence Interval for the Mean_en.srt
27.94 KB
09 - Sampling/006 08-Sampling-Practice-Questions-Answers.pdf
59.82 KB
09 - Sampling/006 08-Sampling-Practice-Questions.pdf
28.93 KB
09 - Sampling/006 Sampling Practice Problem Set and Answers.html
79 B
10 - Hypothesis Testing/001 Introduction to Hypothesis Testing.mp4
68.04 MB
10 - Hypothesis Testing/001 Introduction to Hypothesis Testing_en.srt
23.46 KB
10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses.mp4
23.33 MB
10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses_en.srt
17.01 KB
10 - Hypothesis Testing/003 Significance Level and Type I and II Errors.mp4
32.72 MB
10 - Hypothesis Testing/003 Significance Level and Type I and II Errors_en.srt
25.76 KB
10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests.mp4
31.96 MB
10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests_en.srt
19.46 KB
10 - Hypothesis Testing/005 The p-Value and Rejecting the Null.mp4
55.12 MB
10 - Hypothesis Testing/005 The p-Value and Rejecting the Null_en.srt
29.66 KB
10 - Hypothesis Testing/006 AB Testing.mp4
33.2 MB
10 - Hypothesis Testing/006 AB Testing_en.srt
30.99 KB
10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions-Answers.pdf
91.32 KB
10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions.pdf
26.81 KB
10 - Hypothesis Testing/007 Hypothesis Testing Practice Problem Set and Answers.html
79 B
11 - Regression/001 Introduction to Regression.mp4
32.53 MB
11 - Regression/001 Introduction to Regression_en.srt
17.44 KB
11 - Regression/002 Scatterplots and Regression.mp4
14.74 MB
11 - Regression/002 Scatterplots and Regression_en.srt
11.44 KB
11 - Regression/003 Correlation Coefficient and the Residual.mp4
47.1 MB
11 - Regression/003 Correlation Coefficient and the Residual_en.srt
31.27 KB
11 - Regression/004 Coefficient of Determination and the RMSE.mp4
41.37 MB
11 - Regression/004 Coefficient of Determination and the RMSE_en.srt
23.82 KB
11 - Regression/005 Chi-Square Tests.mp4
39.87 MB
11 - Regression/005 Chi-Square Tests_en.srt
23.01 KB
11 - Regression/006 ANOVA.mp4
54.76 MB
11 - Regression/006 ANOVA_en.srt
35.63 KB
11 - Regression/007 10-Regression-Practice-Questions-Answers.pdf
58.52 KB
11 - Regression/007 10-Regression-Practice-Questions.pdf
33.31 KB
11 - Regression/007 Regression Practice Problem Set and Answers.html
79 B
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