[FreeCourseSite.com] Udemy - Math for Data Science Masterclass
大小
2.92 GB
文件数
147
Info Hash:
7FB6F3FA1FEE401B801FE641EA2EB72FD41D2F5C
收录时间
2025-12-15 00:14:44
更新时间
2025-12-20 17:27:34
文件列表 (147)
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
1 - Introduction/1 - Welcome to the Course Important Info in this Lecture.html
1.69 KB
1 - Introduction/2 - Course Overview and Curriculum English.vtt
6.42 KB
1 - Introduction/2 - Course Overview and Curriculum.mp4
23.69 MB
10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing English.vtt
21.24 KB
10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp4
94.25 MB
10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses English.vtt
15.44 KB
10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp4
33.66 MB
10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors English.vtt
23.27 KB
10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp4
46.32 MB
10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests English.vtt
17.73 KB
10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp4
47.33 MB
10 - Hypothesis Testing/59 - The pValue and Rejecting the Null English.vtt
26.81 KB
10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp4
86.15 MB
10 - Hypothesis Testing/60 - AB Testing English.vtt
28.16 KB
10 - Hypothesis Testing/60 - AB Testing.mp4
46.23 MB
10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions-Answers.pdf
82.4 KB
10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions.pdf
26.81 KB
10 - Hypothesis Testing/61 - Hypothesis Testing Practice Problem Set and Answers.html
79 B
11 - Regression/62 - Introduction to Regression English.vtt
15.84 KB
11 - Regression/62 - Introduction to Regression.mp4
43.9 MB
11 - Regression/63 - Scatterplots and Regression English.vtt
10.4 KB
11 - Regression/63 - Scatterplots and Regression.mp4
20.72 MB
11 - Regression/64 - Correlation Coefficient and the Residual English.vtt
28.24 KB
11 - Regression/64 - Correlation Coefficient and the Residual.mp4
68.58 MB
11 - Regression/65 - Coefficient of Determination and the RMSE English.vtt
21.5 KB
11 - Regression/65 - Coefficient of Determination and the RMSE.mp4
58.21 MB
11 - Regression/66 - ChiSquare Tests English.vtt
20.88 KB
11 - Regression/66 - ChiSquare Tests.mp4
61.51 MB
11 - Regression/67 - ANOVA English.vtt
32.16 KB
11 - Regression/67 - ANOVA.mp4
82.53 MB
11 - Regression/68 - 10-Regression-Practice-Questions-Answers.pdf
58.52 KB
11 - Regression/68 - 10-Regression-Practice-Questions.pdf
33.31 KB
11 - Regression/68 - Regression Practice Problem Set and Answers.html
79 B
2 - Core Data Concepts/1 - CheckIn Quiz Central Tendency.html
164 B
2 - Core Data Concepts/3 - Introduction to Core Data Concepts English.vtt
21.77 KB
2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp4
85.84 MB
2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode English.vtt
33.44 KB
2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp4
64.2 MB
2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation English.vtt
26.35 KB
2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation.mp4
46.09 MB
2 - Core Data Concepts/6 - Quartiles and IQR English.vtt
21.03 KB
2 - Core Data Concepts/6 - Quartiles and IQR.mp4
44.11 MB
3 - Visualizing Data/10 - Distribution Plots Histograms English.vtt
16.32 KB
3 - Visualizing Data/10 - Distribution Plots Histograms.mp4
22.93 MB
3 - Visualizing Data/11 - Categorical Plots Bar Plots English.vtt
10.36 KB
3 - Visualizing Data/11 - Categorical Plots Bar Plots.mp4
13.78 MB
3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots English.vtt
9.98 KB
3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots.mp4
15.34 MB
3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot English.vtt
16.72 KB
3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp4
25.44 MB
3 - Visualizing Data/14 - Common Plot Pitfalls English.vtt
15.99 KB
3 - Visualizing Data/14 - Common Plot Pitfalls.mp4
27.38 MB
3 - Visualizing Data/7 - Introduction to Visualizing Data English.vtt
25.71 KB
3 - Visualizing Data/7 - Introduction to Visualizing Data.mp4
67.72 MB
3 - Visualizing Data/8 - Scatter Plots English.vtt
25.57 KB
3 - Visualizing Data/8 - Scatter Plots.mp4
79.57 MB
3 - Visualizing Data/9 - Line Plots English.vtt
13.46 KB
3 - Visualizing Data/9 - Line Plots.mp4
22.26 MB
4 - Combinatorics/15 - Introduction to Combinatorics English.vtt
16.46 KB
4 - Combinatorics/15 - Introduction to Combinatorics.mp4
60.1 MB
4 - Combinatorics/16 - Factorials English.vtt
20.64 KB
4 - Combinatorics/16 - Factorials.mp4
30.25 MB
4 - Combinatorics/17 - Permutations English.vtt
15.03 KB
4 - Combinatorics/17 - Permutations.mp4
19.96 MB
4 - Combinatorics/18 - Combinations English.vtt
17.38 KB
4 - Combinatorics/18 - Combinations.mp4
37.36 MB
4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions-Answers.pdf
59.23 KB
4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions.pdf
20.96 KB
4 - Combinatorics/19 - Combinatorics Practice Problem Set and Answers.html
99 B
5 - Probability/20 - Introduction to Probability English.vtt
28.09 KB
5 - Probability/20 - Introduction to Probability.mp4
120.65 MB
5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected English.vtt
25.57 KB
5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp4
76.7 MB
5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams English.vtt
21.43 KB
5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp4
61.8 MB
5 - Probability/23 - Conditional Probability Independent and Dependent English.vtt
19.75 KB
5 - Probability/23 - Conditional Probability Independent and Dependent.mp4
41.53 MB
5 - Probability/24 - Bayes Theorem English.vtt
15.72 KB
5 - Probability/24 - Bayes Theorem.mp4
32.78 MB
5 - Probability/25 - Discrete Probability English.vtt
32.5 KB
5 - Probability/25 - Discrete Probability.mp4
69.49 MB
5 - Probability/26 - Transforming Random Variables English.vtt
30.71 KB
5 - Probability/26 - Transforming Random Variables.mp4
76.69 MB
5 - Probability/27 - Combinations of Random Variables English.vtt
20.37 KB
5 - Probability/27 - Combinations of Random Variables.mp4
46.29 MB
5 - Probability/28 - 04-Probability-Practice-Questions-Answers.pdf
80.84 KB
5 - Probability/28 - 04-Probability-Practice-Questions.pdf
23.61 KB
5 - Probability/28 - Probability Practice Problem Set and Answers.html
106 B
6 - Joint Distributions/29 - Introduction to Joint Distributions English.vtt
27.94 KB
6 - Joint Distributions/29 - Introduction to Joint Distributions.mp4
74.43 MB
6 - Joint Distributions/30 - Covariance English.vtt
23.24 KB
6 - Joint Distributions/30 - Covariance.mp4
50.36 MB
6 - Joint Distributions/31 - Pearson Correlation Coefficient English.vtt
19.47 KB
6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp4
55.19 MB
6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions-Answers.pdf
70.04 KB
6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions.pdf
20.04 KB
6 - Joint Distributions/32 - Joint Distribution Practice Problem Set and Answers.html
79 B
7 - Data Distributions/33 - Introduction to Data Distributions English.vtt
20.47 KB
7 - Data Distributions/33 - Introduction to Data Distributions.mp4
61.96 MB
7 - Data Distributions/34 - Probability Mass Functions English.vtt
17.6 KB
7 - Data Distributions/34 - Probability Mass Functions.mp4
35.4 MB
7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll English.vtt
8.09 KB
7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll.mp4
13.5 MB
7 - Data Distributions/36 - Probability Density Functions English.vtt
22.36 KB
7 - Data Distributions/36 - Probability Density Functions.mp4
46.38 MB
7 - Data Distributions/37 - Continuous Uniform Distribution Voltage English.vtt
13.57 KB
7 - Data Distributions/37 - Continuous Uniform Distribution Voltage.mp4
21.91 MB
7 - Data Distributions/38 - Cumulative Distribution Functions English.vtt
16.6 KB
7 - Data Distributions/38 - Cumulative Distribution Functions.mp4
30.99 MB
7 - Data Distributions/39 - Binomial Distribution English.vtt
27.02 KB
7 - Data Distributions/39 - Binomial Distribution.mp4
63.57 MB
7 - Data Distributions/40 - Bernoulli Distribution English.vtt
15.99 KB
7 - Data Distributions/40 - Bernoulli Distribution.mp4
33.75 MB
7 - Data Distributions/41 - Poisson Distribution English.vtt
17.06 KB
7 - Data Distributions/41 - Poisson Distribution.mp4
41.45 MB
7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions-Answers.pdf
67.01 KB
7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions.pdf
20.35 KB
7 - Data Distributions/42 - Data Distributions Practice Problem Set and Answers.html
79 B
8 - The Normal Distribution/43 - Introduction to The Normal Distribution English.vtt
21.05 KB
8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp4
86.19 MB
8 - The Normal Distribution/44 - Mean Variance and Standard Deviation English.vtt
20.01 KB
8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp4
37.31 MB
8 - The Normal Distribution/45 - Normal Distribution English.vtt
18.76 KB
8 - The Normal Distribution/45 - Normal Distribution.mp4
43.49 MB
8 - The Normal Distribution/46 - Standard Normal Distribution English.vtt
10.41 KB
8 - The Normal Distribution/46 - Standard Normal Distribution.mp4
18.83 MB
8 - The Normal Distribution/47 - ZScores English.vtt
23.12 KB
8 - The Normal Distribution/47 - ZScores.mp4
100.95 MB
8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions-Answers.pdf
79.86 KB
8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions.pdf
23.36 KB
8 - The Normal Distribution/48 - Normal Distribution Practice Problem Set and Answers.html
79 B
9 - Sampling/49 - Introduction to Sampling English.vtt
18.75 KB
9 - Sampling/49 - Introduction to Sampling.mp4
50.82 MB
9 - Sampling/50 - Sampling and Bias English.vtt
34.89 KB
9 - Sampling/50 - Sampling and Bias.mp4
69.93 MB
9 - Sampling/51 - The Central Limit Theorem English.vtt
27.88 KB
9 - Sampling/51 - The Central Limit Theorem.mp4
55.68 MB
9 - Sampling/52 - The Students tDistribution English.vtt
13.78 KB
9 - Sampling/52 - The Students tDistribution.mp4
33.81 MB
9 - Sampling/53 - Confidence Interval for the Mean English.vtt
25.2 KB
9 - Sampling/53 - Confidence Interval for the Mean.mp4
56.49 MB
9 - Sampling/54 - 08-Sampling-Practice-Questions-Answers.pdf
59.82 KB
9 - Sampling/54 - 08-Sampling-Practice-Questions.pdf
28.93 KB
9 - Sampling/54 - Sampling Practice Problem Set and Answers.html
79 B