FreeCourseSite com Udemy Math for Data Science Masterclass | 7FB6F3FA1FEE401B801FE641EA2EB72FD41D2F5C

FreeCourseSite com Udemy Math for Data Science Masterclass

Name	[FreeCourseSite.com] Udemy - Math for Data Science Masterclass	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.1 GB
Total Files	147
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Hash	7FB6F3FA1FEE401B801FE641EA2EB72FD41D2F5C

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1 - Introduction/
1 - Welcome to the Course Important Info in this Lecture.html	1.7 KB
2 - Course Overview and Curriculum English.vtt	6.6 KB
2 - Course Overview and Curriculum.mp4	24.8 MB
10 - Hypothesis Testing/
55 - Introduction to Hypothesis Testing English.vtt	21.7 KB
55 - Introduction to Hypothesis Testing.mp4	98.8 MB
56 - Inferential Statistics and Hypotheses English.vtt	15.8 KB
56 - Inferential Statistics and Hypotheses.mp4	35.3 MB
57 - Significance Level and Type I and II Errors English.vtt	23.8 KB
57 - Significance Level and Type I and II Errors.mp4	48.6 MB
58 - Test Statistics for One and TwoTailed Tests English.vtt	18.2 KB
58 - Test Statistics for One and TwoTailed Tests.mp4	49.6 MB
59 - The pValue and Rejecting the Null English.vtt	27.5 KB
59 - The pValue and Rejecting the Null.mp4	90.3 MB
60 - AB Testing English.vtt	28.8 KB
60 - AB Testing.mp4	48.5 MB
61 - 09-Hypothesis-Testing-Practice-Questions-Answers.pdf	84.4 KB
61 - 09-Hypothesis-Testing-Practice-Questions.pdf	27.5 KB
61 - Hypothesis Testing Practice Problem Set and Answers.html	0.1 KB
11 - Regression/
62 - Introduction to Regression English.vtt	16.2 KB
62 - Introduction to Regression.mp4	46.0 MB
63 - Scatterplots and Regression English.vtt	10.7 KB
63 - Scatterplots and Regression.mp4	21.7 MB
64 - Correlation Coefficient and the Residual English.vtt	28.9 KB
64 - Correlation Coefficient and the Residual.mp4	71.9 MB
65 - Coefficient of Determination and the RMSE English.vtt	22.0 KB
65 - Coefficient of Determination and the RMSE.mp4	61.0 MB
66 - ChiSquare Tests English.vtt	21.4 KB
66 - ChiSquare Tests.mp4	64.5 MB
67 - ANOVA English.vtt	32.9 KB
67 - ANOVA.mp4	86.5 MB
68 - 10-Regression-Practice-Questions-Answers.pdf	59.9 KB
68 - 10-Regression-Practice-Questions.pdf	34.1 KB
68 - Regression Practice Problem Set and Answers.html	0.1 KB
2 - Core Data Concepts/
1 - CheckIn Quiz Central Tendency.html	0.2 KB
3 - Introduction to Core Data Concepts English.vtt	22.3 KB
3 - Introduction to Core Data Concepts.mp4	90.0 MB
4 - Measurements of Central Tendency Mean Median and Mode English.vtt	34.2 KB
4 - Measurements of Central Tendency Mean Median and Mode.mp4	67.3 MB
5 - Measurements of Dispersion Variance and Standard Deviation English.vtt	27.0 KB
5 - Measurements of Dispersion Variance and Standard Deviation.mp4	48.3 MB
6 - Quartiles and IQR English.vtt	21.5 KB
6 - Quartiles and IQR.mp4	46.3 MB
3 - Visualizing Data/
10 - Distribution Plots Histograms English.vtt	16.7 KB
10 - Distribution Plots Histograms.mp4	24.0 MB
11 - Categorical Plots Bar Plots English.vtt	10.6 KB
11 - Categorical Plots Bar Plots.mp4	14.4 MB
12 - CategoricalDistribution Plots Box and Whisker Plots English.vtt	10.2 KB
12 - CategoricalDistribution Plots Box and Whisker Plots.mp4	16.1 MB
13 - Other Plot Types Violin Plot KDE Plot English.vtt	17.1 KB
13 - Other Plot Types Violin Plot KDE Plot.mp4	26.7 MB
14 - Common Plot Pitfalls English.vtt	16.4 KB
14 - Common Plot Pitfalls.mp4	28.7 MB
7 - Introduction to Visualizing Data English.vtt	26.3 KB
7 - Introduction to Visualizing Data.mp4	71.0 MB
8 - Scatter Plots English.vtt	26.2 KB
8 - Scatter Plots.mp4	83.4 MB
9 - Line Plots English.vtt	13.8 KB
9 - Line Plots.mp4	23.3 MB
4 - Combinatorics/
15 - Introduction to Combinatorics English.vtt	16.9 KB
15 - Introduction to Combinatorics.mp4	63.0 MB
16 - Factorials English.vtt	21.1 KB
16 - Factorials.mp4	31.7 MB
17 - Permutations English.vtt	15.4 KB
17 - Permutations.mp4	20.9 MB
18 - Combinations English.vtt	17.8 KB
18 - Combinations.mp4	39.2 MB
19 - 03-Combinatorics-Practice-Questions-Answers.pdf	60.6 KB
19 - 03-Combinatorics-Practice-Questions.pdf	21.5 KB
19 - Combinatorics Practice Problem Set and Answers.html	0.1 KB
5 - Probability/
20 - Introduction to Probability English.vtt	28.8 KB
20 - Introduction to Probability.mp4	126.5 MB
21 - Probability Law of Large Numbers Experimental vs Expected English.vtt	26.2 KB
21 - Probability Law of Large Numbers Experimental vs Expected.mp4	80.4 MB
22 - The Addition Rule Union and Intersection Venn Diagrams English.vtt	21.9 KB
22 - The Addition Rule Union and Intersection Venn Diagrams.mp4	64.8 MB
23 - Conditional Probability Independent and Dependent English.vtt	20.2 KB
23 - Conditional Probability Independent and Dependent.mp4	43.5 MB
24 - Bayes Theorem English.vtt	16.1 KB
24 - Bayes Theorem.mp4	34.4 MB
25 - Discrete Probability English.vtt	33.3 KB
25 - Discrete Probability.mp4	72.9 MB
26 - Transforming Random Variables English.vtt	31.4 KB
26 - Transforming Random Variables.mp4	80.4 MB
27 - Combinations of Random Variables English.vtt	20.9 KB
27 - Combinations of Random Variables.mp4	48.5 MB
28 - 04-Probability-Practice-Questions-Answers.pdf	82.8 KB
28 - 04-Probability-Practice-Questions.pdf	24.2 KB
28 - Probability Practice Problem Set and Answers.html	0.1 KB
6 - Joint Distributions/
29 - Introduction to Joint Distributions English.vtt	28.6 KB
29 - Introduction to Joint Distributions.mp4	78.0 MB
30 - Covariance English.vtt	23.8 KB
30 - Covariance.mp4	52.8 MB
31 - Pearson Correlation Coefficient English.vtt	19.9 KB
31 - Pearson Correlation Coefficient.mp4	57.9 MB
32 - 05-Joint-Distributions-Practice-Questions-Answers.pdf	71.7 KB
32 - 05-Joint-Distributions-Practice-Questions.pdf	20.5 KB
32 - Joint Distribution Practice Problem Set and Answers.html	0.1 KB
7 - Data Distributions/
33 - Introduction to Data Distributions English.vtt	21.0 KB
33 - Introduction to Data Distributions.mp4	65.0 MB
34 - Probability Mass Functions English.vtt	18.0 KB
34 - Probability Mass Functions.mp4	37.1 MB
35 - Discrete Uniform Distribution Dice Roll English.vtt	8.3 KB
35 - Discrete Uniform Distribution Dice Roll.mp4	14.2 MB
36 - Probability Density Functions English.vtt	22.9 KB
36 - Probability Density Functions.mp4	48.6 MB
37 - Continuous Uniform Distribution Voltage English.vtt	13.9 KB
37 - Continuous Uniform Distribution Voltage.mp4	23.0 MB
38 - Cumulative Distribution Functions English.vtt	17.0 KB
38 - Cumulative Distribution Functions.mp4	32.5 MB
39 - Binomial Distribution English.vtt	27.7 KB
39 - Binomial Distribution.mp4	66.7 MB
40 - Bernoulli Distribution English.vtt	16.4 KB
40 - Bernoulli Distribution.mp4	35.4 MB
41 - Poisson Distribution English.vtt	17.5 KB
41 - Poisson Distribution.mp4	43.5 MB
42 - 06-Data-Distributions-Practice-Questions-Answers.pdf	68.6 KB
42 - 06-Data-Distributions-Practice-Questions.pdf	20.8 KB
42 - Data Distributions Practice Problem Set and Answers.html	0.1 KB
8 - The Normal Distribution/
43 - Introduction to The Normal Distribution English.vtt	21.6 KB
43 - Introduction to The Normal Distribution.mp4	90.4 MB
44 - Mean Variance and Standard Deviation English.vtt	20.5 KB
44 - Mean Variance and Standard Deviation.mp4	39.1 MB
45 - Normal Distribution English.vtt	19.2 KB
45 - Normal Distribution.mp4	45.6 MB
46 - Standard Normal Distribution English.vtt	10.7 KB
46 - Standard Normal Distribution.mp4	19.7 MB
47 - ZScores English.vtt	23.7 KB
47 - ZScores.mp4	105.9 MB
48 - 07-The-Normal-Distribution-Practice-Questions-Answers.pdf	81.8 KB
48 - 07-The-Normal-Distribution-Practice-Questions.pdf	23.9 KB
48 - Normal Distribution Practice Problem Set and Answers.html	0.1 KB
9 - Sampling/
49 - Introduction to Sampling English.vtt	19.2 KB
49 - Introduction to Sampling.mp4	53.3 MB
50 - Sampling and Bias English.vtt	35.7 KB
50 - Sampling and Bias.mp4	73.3 MB
51 - The Central Limit Theorem English.vtt	28.5 KB
51 - The Central Limit Theorem.mp4	58.4 MB
52 - The Students tDistribution English.vtt	14.1 KB
52 - The Students tDistribution.mp4	35.4 MB
53 - Confidence Interval for the Mean English.vtt	25.8 KB
53 - Confidence Interval for the Mean.mp4	59.2 MB
54 - 08-Sampling-Practice-Questions-Answers.pdf	61.3 KB
54 - 08-Sampling-Practice-Questions.pdf	29.6 KB
54 - Sampling Practice Problem Set and Answers.html	0.1 KB
Total files 147