[FreeCourseSite.com] Udemy - Math for Data Science Masterclass

Creation Time	Jan. 3, 2024, 1:38 p.m.
Last Access Time	Oct. 31, 2025, 1:51 a.m.
File Size	2.9 GB
Keywords	FreeCourseSite for Data Masterclass - Udemy Science com Math
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Total Files	147
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5 - Probability/20 - Introduction to Probability.mp4 120.6 MB
8 - The Normal Distribution/47 - ZScores.mp4 100.9 MB
10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp4 94.3 MB
8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp4 86.2 MB
10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp4 86.2 MB
2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp4 85.8 MB
11 - Regression/67 - ANOVA.mp4 82.5 MB
3 - Visualizing Data/8 - Scatter Plots.mp4 79.6 MB
5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp4 76.7 MB
5 - Probability/26 - Transforming Random Variables.mp4 76.7 MB
6 - Joint Distributions/29 - Introduction to Joint Distributions.mp4 74.4 MB
9 - Sampling/50 - Sampling and Bias.mp4 69.9 MB
5 - Probability/25 - Discrete Probability.mp4 69.5 MB
11 - Regression/64 - Correlation Coefficient and the Residual.mp4 68.6 MB
3 - Visualizing Data/7 - Introduction to Visualizing Data.mp4 67.7 MB
2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp4 64.2 MB
7 - Data Distributions/39 - Binomial Distribution.mp4 63.6 MB
7 - Data Distributions/33 - Introduction to Data Distributions.mp4 62.0 MB
5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp4 61.8 MB
11 - Regression/66 - ChiSquare Tests.mp4 61.5 MB
4 - Combinatorics/15 - Introduction to Combinatorics.mp4 60.1 MB
11 - Regression/65 - Coefficient of Determination and the RMSE.mp4 58.2 MB
9 - Sampling/53 - Confidence Interval for the Mean.mp4 56.5 MB
9 - Sampling/51 - The Central Limit Theorem.mp4 55.7 MB
6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp4 55.2 MB
9 - Sampling/49 - Introduction to Sampling.mp4 50.8 MB
6 - Joint Distributions/30 - Covariance.mp4 50.4 MB
10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp4 47.3 MB
7 - Data Distributions/36 - Probability Density Functions.mp4 46.4 MB
10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp4 46.3 MB
5 - Probability/27 - Combinations of Random Variables.mp4 46.3 MB
10 - Hypothesis Testing/60 - AB Testing.mp4 46.2 MB
2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation.mp4 46.1 MB
2 - Core Data Concepts/6 - Quartiles and IQR.mp4 44.1 MB
11 - Regression/62 - Introduction to Regression.mp4 43.9 MB
8 - The Normal Distribution/45 - Normal Distribution.mp4 43.5 MB
5 - Probability/23 - Conditional Probability Independent and Dependent.mp4 41.5 MB
7 - Data Distributions/41 - Poisson Distribution.mp4 41.4 MB
4 - Combinatorics/18 - Combinations.mp4 37.4 MB
8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp4 37.3 MB
7 - Data Distributions/34 - Probability Mass Functions.mp4 35.4 MB
9 - Sampling/52 - The Students tDistribution.mp4 33.8 MB
7 - Data Distributions/40 - Bernoulli Distribution.mp4 33.7 MB
10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp4 33.7 MB
5 - Probability/24 - Bayes Theorem.mp4 32.8 MB
7 - Data Distributions/38 - Cumulative Distribution Functions.mp4 31.0 MB
4 - Combinatorics/16 - Factorials.mp4 30.2 MB
3 - Visualizing Data/14 - Common Plot Pitfalls.mp4 27.4 MB
3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp4 25.4 MB
1 - Introduction/2 - Course Overview and Curriculum.mp4 23.7 MB
3 - Visualizing Data/10 - Distribution Plots Histograms.mp4 22.9 MB
3 - Visualizing Data/9 - Line Plots.mp4 22.3 MB
7 - Data Distributions/37 - Continuous Uniform Distribution Voltage.mp4 21.9 MB
11 - Regression/63 - Scatterplots and Regression.mp4 20.7 MB
4 - Combinatorics/17 - Permutations.mp4 20.0 MB
8 - The Normal Distribution/46 - Standard Normal Distribution.mp4 18.8 MB
3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots.mp4 15.3 MB
3 - Visualizing Data/11 - Categorical Plots Bar Plots.mp4 13.8 MB
7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll.mp4 13.5 MB
10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions-Answers.pdf 82.4 KB
5 - Probability/28 - 04-Probability-Practice-Questions-Answers.pdf 80.8 KB
8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions-Answers.pdf 79.9 KB
6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions-Answers.pdf 70.0 KB
7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions-Answers.pdf 67.0 KB
9 - Sampling/54 - 08-Sampling-Practice-Questions-Answers.pdf 59.8 KB
4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions-Answers.pdf 59.2 KB
11 - Regression/68 - 10-Regression-Practice-Questions-Answers.pdf 58.5 KB
9 - Sampling/50 - Sampling and Bias English.vtt 34.9 KB
2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode English.vtt 33.4 KB
11 - Regression/68 - 10-Regression-Practice-Questions.pdf 33.3 KB
5 - Probability/25 - Discrete Probability English.vtt 32.5 KB
11 - Regression/67 - ANOVA English.vtt 32.2 KB
5 - Probability/26 - Transforming Random Variables English.vtt 30.7 KB
9 - Sampling/54 - 08-Sampling-Practice-Questions.pdf 28.9 KB
11 - Regression/64 - Correlation Coefficient and the Residual English.vtt 28.2 KB
10 - Hypothesis Testing/60 - AB Testing English.vtt 28.2 KB
5 - Probability/20 - Introduction to Probability English.vtt 28.1 KB
6 - Joint Distributions/29 - Introduction to Joint Distributions English.vtt 27.9 KB
9 - Sampling/51 - The Central Limit Theorem English.vtt 27.9 KB
7 - Data Distributions/39 - Binomial Distribution English.vtt 27.0 KB
10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions.pdf 26.8 KB
10 - Hypothesis Testing/59 - The pValue and Rejecting the Null English.vtt 26.8 KB
2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation English.vtt 26.4 KB
3 - Visualizing Data/7 - Introduction to Visualizing Data English.vtt 25.7 KB
5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected English.vtt 25.6 KB
3 - Visualizing Data/8 - Scatter Plots English.vtt 25.6 KB
9 - Sampling/53 - Confidence Interval for the Mean English.vtt 25.2 KB
5 - Probability/28 - 04-Probability-Practice-Questions.pdf 23.6 KB
8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions.pdf 23.4 KB
10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors English.vtt 23.3 KB
6 - Joint Distributions/30 - Covariance English.vtt 23.2 KB
8 - The Normal Distribution/47 - ZScores English.vtt 23.1 KB
7 - Data Distributions/36 - Probability Density Functions English.vtt 22.4 KB
2 - Core Data Concepts/3 - Introduction to Core Data Concepts English.vtt 21.8 KB
11 - Regression/65 - Coefficient of Determination and the RMSE English.vtt 21.5 KB
5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams English.vtt 21.4 KB
10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing English.vtt 21.2 KB
8 - The Normal Distribution/43 - Introduction to The Normal Distribution English.vtt 21.1 KB
2 - Core Data Concepts/6 - Quartiles and IQR English.vtt 21.0 KB
4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions.pdf 21.0 KB
11 - Regression/66 - ChiSquare Tests English.vtt 20.9 KB
4 - Combinatorics/16 - Factorials English.vtt 20.6 KB
7 - Data Distributions/33 - Introduction to Data Distributions English.vtt 20.5 KB
5 - Probability/27 - Combinations of Random Variables English.vtt 20.4 KB
7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions.pdf 20.3 KB
6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions.pdf 20.0 KB
8 - The Normal Distribution/44 - Mean Variance and Standard Deviation English.vtt 20.0 KB
5 - Probability/23 - Conditional Probability Independent and Dependent English.vtt 19.8 KB
6 - Joint Distributions/31 - Pearson Correlation Coefficient English.vtt 19.5 KB
8 - The Normal Distribution/45 - Normal Distribution English.vtt 18.8 KB
9 - Sampling/49 - Introduction to Sampling English.vtt 18.8 KB
10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests English.vtt 17.7 KB
7 - Data Distributions/34 - Probability Mass Functions English.vtt 17.6 KB
4 - Combinatorics/18 - Combinations English.vtt 17.4 KB
7 - Data Distributions/41 - Poisson Distribution English.vtt 17.1 KB
3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot English.vtt 16.7 KB
7 - Data Distributions/38 - Cumulative Distribution Functions English.vtt 16.6 KB
4 - Combinatorics/15 - Introduction to Combinatorics English.vtt 16.5 KB
3 - Visualizing Data/10 - Distribution Plots Histograms English.vtt 16.3 KB
3 - Visualizing Data/14 - Common Plot Pitfalls English.vtt 16.0 KB
7 - Data Distributions/40 - Bernoulli Distribution English.vtt 16.0 KB
11 - Regression/62 - Introduction to Regression English.vtt 15.8 KB
5 - Probability/24 - Bayes Theorem English.vtt 15.7 KB
10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses English.vtt 15.4 KB
4 - Combinatorics/17 - Permutations English.vtt 15.0 KB
9 - Sampling/52 - The Students tDistribution English.vtt 13.8 KB
7 - Data Distributions/37 - Continuous Uniform Distribution Voltage English.vtt 13.6 KB
3 - Visualizing Data/9 - Line Plots English.vtt 13.5 KB
8 - The Normal Distribution/46 - Standard Normal Distribution English.vtt 10.4 KB
11 - Regression/63 - Scatterplots and Regression English.vtt 10.4 KB
3 - Visualizing Data/11 - Categorical Plots Bar Plots English.vtt 10.4 KB
3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots English.vtt 10.0 KB
7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll English.vtt 8.1 KB
1 - Introduction/2 - Course Overview and Curriculum English.vtt 6.4 KB
1 - Introduction/1 - Welcome to the Course Important Info in this Lecture.html 1.7 KB
2 - Core Data Concepts/1 - CheckIn Quiz Central Tendency.html 164 bytes
0. Websites you may like/[FreeCourseSite.com].url 127 bytes
0. Websites you may like/[CourseClub.Me].url 122 bytes
5 - Probability/28 - Probability Practice Problem Set and Answers.html 106 bytes
4 - Combinatorics/19 - Combinatorics Practice Problem Set and Answers.html 99 bytes
10 - Hypothesis Testing/61 - Hypothesis Testing Practice Problem Set and Answers.html 79 bytes
11 - Regression/68 - Regression Practice Problem Set and Answers.html 79 bytes
6 - Joint Distributions/32 - Joint Distribution Practice Problem Set and Answers.html 79 bytes
7 - Data Distributions/42 - Data Distributions Practice Problem Set and Answers.html 79 bytes
8 - The Normal Distribution/48 - Normal Distribution Practice Problem Set and Answers.html 79 bytes
9 - Sampling/54 - Sampling Practice Problem Set and Answers.html 79 bytes
0. Websites you may like/[GigaCourse.Com].url 49 bytes

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