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【影视】 [ CourseHulu.com ] Udemy - Become a Probability and Statistics Master

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~Get Your Files Here !/07 - Sampling/008 Sampling distribution of the sample mean.mp4 128.9 MB
~Get Your Files Here !/07 - Sampling/018 Confidence interval for the mean.mp4 90.8 MB
~Get Your Files Here !/05 - Probability/008 Independent and dependent events and conditional probability.mp4 80.8 MB
~Get Your Files Here !/03 - Analyzing data/006 Measures of spread.mp4 64.5 MB
~Get Your Files Here !/07 - Sampling/012 Sampling distribution of the sample proportion.mp4 63.3 MB
~Get Your Files Here !/09 - Regression/010 Chi-square tests.mp4 58.5 MB
~Get Your Files Here !/02 - Visualizing data/006 Bar graphs and pie charts.mp4 51.2 MB
~Get Your Files Here !/08 - Hypothesis testing/006 Significance level and type I and II errors.mp4 48.6 MB
~Get Your Files Here !/04 - Data distributions/010 Normal distributions and z-scores.mp4 47.8 MB
~Get Your Files Here !/08 - Hypothesis testing/008 Test statistics for one- and two-tailed tests.mp4 44.9 MB
~Get Your Files Here !/06 - Discrete random variables/018 Bernoulli random variables.mp4 43.8 MB
~Get Your Files Here !/09 - Regression/006 Correlation coefficient and the residual.mp4 41.6 MB
~Get Your Files Here !/05 - Probability/006 The addition rule, and union vs. intersection.mp4 40.0 MB
~Get Your Files Here !/02 - Visualizing data/022 Building histograms from data sets.mp4 38.8 MB
~Get Your Files Here !/08 - Hypothesis testing/014 Confidence interval for the difference of means.mp4 37.9 MB
~Get Your Files Here !/05 - Probability/010 Bayes' theorem.mp4 35.6 MB
~Get Your Files Here !/08 - Hypothesis testing/018 Matched-pair hypothesis testing.mp4 35.0 MB
~Get Your Files Here !/02 - Visualizing data/018 Joint distributions.mp4 34.7 MB
~Get Your Files Here !/02 - Visualizing data/012 Venn diagrams.mp4 33.9 MB
~Get Your Files Here !/08 - Hypothesis testing/016 Hypothesis testing for the difference of means.mp4 33.8 MB

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【影视】 [ CourseBoat.com ] Udemy - Basics of Statistics - Part 1

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~Get Your Files Here !/8. Explain the Various Measures of Central Tendency.mp4 95.2 MB
~Get Your Files Here !/1. Introduction.mp4 74.4 MB
~Get Your Files Here !/6. Explain the Key Terms of Statistics.mp4 50.4 MB
~Get Your Files Here !/5. Explain the Major Sources of Data.mp4 41.4 MB
~Get Your Files Here !/10. Explain What is Permutation.mp4 25.2 MB
~Get Your Files Here !/4. Explain the Types of Variables.mp4 21.5 MB
~Get Your Files Here !/7. Explain the Steps for Presentation of Data.mp4 21.0 MB
~Get Your Files Here !/3. Describe the Uses of Statistics.mp4 15.9 MB
~Get Your Files Here !/2. Explain What is Statistics.mp4 13.0 MB
~Get Your Files Here !/9. Explain What is Probability.mp4 10.5 MB
~Get Your Files Here !/8. Explain the Various Measures of Central Tendency.srt 10.6 kB
~Get Your Files Here !/6. Explain the Key Terms of Statistics.srt 6.4 kB
~Get Your Files Here !/5. Explain the Major Sources of Data.srt 6.0 kB
~Get Your Files Here !/1. Introduction.srt 5.7 kB
~Get Your Files Here !/10. Explain What is Permutation.srt 2.6 kB
~Get Your Files Here !/4. Explain the Types of Variables.srt 2.2 kB
~Get Your Files Here !/7. Explain the Steps for Presentation of Data.srt 2.2 kB
~Get Your Files Here !/3. Describe the Uses of Statistics.srt 1.9 kB
~Get Your Files Here !/2. Explain What is Statistics.srt 1.4 kB
~Get Your Files Here !/9. Explain What is Probability.srt 1.2 kB

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【影视】 [ FreeCourseWeb.com ] Udemy - Essential Statistics And Big Data For Data Science

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~Get Your Files Here !/04 Test Of Hypothesis/001 Test Of Hypothesis.mp4 107.5 MB
~Get Your Files Here !/02 Dealing With Missing Data/001 Missing Data Imputation - Lecture 1.mp4 74.2 MB
~Get Your Files Here !/01 Basic Statistics/008 Basic Statistics And Visualizing Data With Python.mp4 73.8 MB
~Get Your Files Here !/07 Introduction To Big Data/003 Big Data Perspective And Volume.mp4 67.9 MB
~Get Your Files Here !/01 Basic Statistics/002 Types Of Variables And Scales.mp4 56.2 MB
~Get Your Files Here !/05 ANOVA/002 Benefits And Practical Usage Of ANOVA.mp4 48.5 MB
~Get Your Files Here !/03 Statistical Inference/001 Point Estimation.mp4 47.7 MB
~Get Your Files Here !/06 Contingency Tables/001 Contingency Table - Lecture 1.mp4 45.2 MB
~Get Your Files Here !/09 Fundamentals Of HDFS/002 HDFS Benefits.mp4 42.8 MB
~Get Your Files Here !/04 Test Of Hypothesis/004 Test Of Normality - Lecture 3.mp4 40.5 MB
~Get Your Files Here !/08 Fundamentals Of Hadoop/002 Hadoop Architecture.mp4 40.2 MB
~Get Your Files Here !/06 Contingency Tables/002 Contingency Table - Lecture 2.mp4 38.8 MB
~Get Your Files Here !/03 Statistical Inference/002 Characteristics of a Good Point Estimator.mp4 37.2 MB
~Get Your Files Here !/01 Basic Statistics/003 Describing Data.mp4 35.8 MB
~Get Your Files Here !/01 Basic Statistics/001 Statistics And Its Applications.mp4 35.5 MB
~Get Your Files Here !/05 ANOVA/004 Two-way ANOVA.mp4 35.0 MB
~Get Your Files Here !/02 Dealing With Missing Data/002 Missing Data Imputation - Lecture 2.mp4 34.4 MB
~Get Your Files Here !/05 ANOVA/003 One-way ANOVA.mp4 32.2 MB
~Get Your Files Here !/07 Introduction To Big Data/001 Overview Of Big Data.mp4 32.1 MB
~Get Your Files Here !/01 Basic Statistics/006 Skewness And kurtosis.mp4 31.8 MB

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【影视】 udemy-probability-for-statistics-and-data-science

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4. Distributions/29. Practical Example Distributions.mp4 165.1 MB
3. Bayesian Inference/22. Practical Example Bayesian Inference.mp4 152.0 MB
2. Combinatorics/20. Practical Example Combinatorics.mp4 140.9 MB
5. Tie-ins to Other Fields/1. Tie-ins to Finance.mp4 103.6 MB
4. Distributions/3. What are the two main types of distributions based on the type of data we have.mp4 96.1 MB
1. Introduction to Probability/2. What is the probability formula.mp4 90.0 MB
4. Distributions/15. What is a Continuous Distribution.mp4 88.2 MB
5. Tie-ins to Other Fields/2. Tie-ins to Statistics.mp4 80.9 MB
1. Introduction to Probability/4. How to compute expected values.mp4 79.4 MB
4. Distributions/1. What is a probability distribution.mp4 76.9 MB
4. Distributions/11. What is the Binomial Distribution.mp4 72.2 MB
5. Tie-ins to Other Fields/3. Tie-ins to Data Science.mp4 66.5 MB
1. Introduction to Probability/6. What is a probability frequency distribution.mp4 64.6 MB
1. Introduction to Probability/8. What is a complement.mp4 62.0 MB
2. Combinatorics/11. What are combinations and how are they similar to variations.mp4 60.1 MB
3. Bayesian Inference/7. What is the union of sets A and B.mp4 60.0 MB
4. Distributions/13. What is the Poisson Distribution.mp4 58.5 MB
1. Introduction to Probability/1. What does the course cover.mp4 55.2 MB
3. Bayesian Inference/20. When do we use Bayes' Theorem in Real Life.mp4 52.4 MB
4. Distributions/27. What is the Logistic Distribution.mp4 52.4 MB

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【影视】 master-statistics-and-machine-learning-intuition-math-code

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06 Descriptive statistics/039 Code_ data from different distributions.ia.mp4 318.3 MB
06 Descriptive statistics/039 Code_ data from different distributions.mp4 318.3 MB
16 Clustering and dimension-reduction/193 Code_ dbscan.ia.mp4 302.7 MB
16 Clustering and dimension-reduction/193 Code_ dbscan.mp4 302.7 MB
12 Correlation/140 Code_ correlation matrix.ia.mp4 296.5 MB
12 Correlation/140 Code_ correlation matrix.mp4 296.5 MB
06 Descriptive statistics/047 Code_ Computing dispersion.ia.mp4 279.5 MB
06 Descriptive statistics/047 Code_ Computing dispersion.mp4 279.5 MB
10 The t-test family/126 Code_ permutation testing.ia.mp4 253.0 MB
10 The t-test family/126 Code_ permutation testing.mp4 253.0 MB
16 Clustering and dimension-reduction/189 Code_ k-means clustering.ia.mp4 241.9 MB
16 Clustering and dimension-reduction/189 Code_ k-means clustering.mp4 241.9 MB
12 Correlation/137 Code_ correlation coefficient.ia.mp4 225.1 MB
12 Correlation/137 Code_ correlation coefficient.mp4 225.1 MB
10 The t-test family/119 Code_ Two-samples t-test.ia.mp4 221.9 MB
10 The t-test family/119 Code_ Two-samples t-test.mp4 221.9 MB
12 Correlation/152 Code_ Kendall correlation.ia.mp4 193.4 MB
12 Correlation/152 Code_ Kendall correlation.mp4 193.4 MB
13 Analysis of Variance (ANOVA)/163 Code_ One-way ANOVA (independent samples).ia.mp4 181.3 MB
13 Analysis of Variance (ANOVA)/163 Code_ One-way ANOVA (independent samples).mp4 181.3 MB

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【影视】 Introduction to Statistics Biostatistics

收录时间:2022-01-17 文档个数:32 文档大小:2.4 GB 最近下载:2025-05-15 人气:2358 磁力链接

07 Regression Analysis/001 Regression and Regression Coefficient.mp4 449.8 MB
04 Mean, Median and Mode/002 Revision of Previous Lectures.mp4 285.3 MB
04 Mean, Median and Mode/001 A Brief Introduction to Mean, Median and Mode.mp4 281.0 MB
07 Regression Analysis/002 Examples.mp4 271.6 MB
08 Introduction to Correlation Analysis/002 Method of Rank Correlation.mp4 177.8 MB
08 Introduction to Correlation Analysis/001 Method of Coefficient of Correlation.mp4 134.4 MB
06 Bar Graph and Pi Chart/001 Introduction to Pi Chart and Bar Graph.mp4 112.0 MB
06 Bar Graph and Pi Chart/002 Histogram.mp4 89.0 MB
05 Distribution/001 Uniform, Poison, Chi Squared and Gama Distribution.mp4 72.6 MB
03 Probability/006 What is an Event and Types of Events.mp4 67.3 MB
01 Introduction/001 Introduction.mp4 43.9 MB
03 Probability/008 Experimental and Theoretical Probability.mp4 28.9 MB
02 Data and Variables/003 Types of Variables.mp4 27.3 MB
03 Probability/012 Random Variables in Probability.mp4 25.9 MB
03 Probability/005 Numerical Data.mp4 24.6 MB
02 Data and Variables/005 Discrete and Continuous Variables.mp4 24.2 MB
03 Probability/010 Probability Examples 2.mp4 22.6 MB
02 Data and Variables/002 What are Variables and Data_.mp4 20.8 MB
03 Probability/009 Probability Example.mp4 20.3 MB
02 Data and Variables/001 Definition of Sample and Population.mp4 19.7 MB

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【影视】 [ CourseHulu.com ] Udemy - Introduction to Statistics for nonmathematicians

收录时间:2022-01-16 文档个数:115 文档大小:1.7 GB 最近下载:2025-04-30 人气:1060 磁力链接

~Get Your Files Here !/12. 12. The simple linear regression/2. 12.2. The simple linear regression procedure.mp4 219.0 MB
~Get Your Files Here !/9. 9. The independent samples ANOVA/1. 9.1. The independent samples ANOVA - Part I.mp4 125.2 MB
~Get Your Files Here !/1. 1. Basic concepts of statistics/2. 1.2. Basic concepts of statistics - Part II.mp4 122.4 MB
~Get Your Files Here !/11. 11. The Pearson correlation/2. 11.2. The Pearson correlation procedure.mp4 122.3 MB
~Get Your Files Here !/2. 2. Scales of measurement & types of variables/1. 2.1. Scales of measurement & types of variables - Part I.mp4 121.4 MB
~Get Your Files Here !/1. 1. Basic concepts of statistics/1. 1.1. Basic concepts of statistics - Part I.mp4 121.3 MB
~Get Your Files Here !/9. 9. The independent samples ANOVA/2. 9.2. The independent samples ANOVA.mp4 92.2 MB
~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/2. 4.2. Standardization. The normal distribution and hypothesis testing - Part II.mp4 65.4 MB
~Get Your Files Here !/10. 10. The repeated measures ANOVA/2. 10.2. The repeated measures ANOVA procedure.mp4 63.4 MB
~Get Your Files Here !/3. 3. Basic description of the data/2. 3.2. Basic description of the data - Part II.mp4 51.3 MB
~Get Your Files Here !/13. 13. The multiple linear regression/2. 13.2. The multiple linear regression - Part II.mp4 46.9 MB
~Get Your Files Here !/3. 3. Basic description of the data/1. 3.1. Basic description of the data - Part I.mp4 46.9 MB
~Get Your Files Here !/2. 2. Scales of measurement & types of variables/2. 2.2. Scales of measurement & types of variables - Part II.mp4 44.0 MB
~Get Your Files Here !/8. 8. The repeated measures t test/2. 8.2. The repeated measures t test - Part II.mp4 43.1 MB
~Get Your Files Here !/13. 13. The multiple linear regression/1. 13.1. The multiple linear regression - Part I.mp4 40.7 MB
~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/1. 4.1. Standardization. The normal distribution and hypothesis testing - Part I.mp4 39.3 MB
~Get Your Files Here !/7. 7. The independent samples t test/1. 7.1. The independent samples t test - Part I.mp4 37.6 MB
~Get Your Files Here !/6. 6. The confidence intervals/1. 6.1. Confidence intervals - Part I.mp4 29.3 MB
~Get Your Files Here !/5. 5. The t test and the t distributions/1. 5.1. The t test and the t distributions - Part I.mp4 27.1 MB
~Get Your Files Here !/5. 5. The t test and the t distributions/2. 5.2. The t test and the t distributions - Part II.mp4 25.4 MB

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【影视】 [ TutSala.com ] Udemy - Complete Statistics BootCamp - Hands-On with Python

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~Get Your Files Here !/3. Case Studies - Multivariate Regression/2. Power Plant Prediction Modelling - Multivariate Regression Modelling.mp4 247.6 MB
~Get Your Files Here !/4. Case Studies - GLMLogistic Regression/1. Breast Cancer Diagnosis - I.mp4 243.3 MB
~Get Your Files Here !/5. Statistics From Scratch/13. Building Hypothesis Framework from Scratch - IV.mp4 178.1 MB
~Get Your Files Here !/5. Statistics From Scratch/10. Building Hypothesis Framework from Scratch - I.mp4 150.8 MB
~Get Your Files Here !/5. Statistics From Scratch/7. Building Probability Distributions Function - III.mp4 146.4 MB
~Get Your Files Here !/5. Statistics From Scratch/1. Linear Algebra - Basics.mp4 138.6 MB
~Get Your Files Here !/5. Statistics From Scratch/9. Building Probability Distributions Function - V.mp4 129.8 MB
~Get Your Files Here !/5. Statistics From Scratch/8. Building Probability Distributions Function - IV.mp4 123.1 MB
~Get Your Files Here !/5. Statistics From Scratch/6. Building Probability Distributions Function - II.mp4 114.4 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/5. Anger Management - III.mp4 114.3 MB
~Get Your Files Here !/5. Statistics From Scratch/4. Building Basic Statistical Functions - III.mp4 114.1 MB
~Get Your Files Here !/3. Case Studies - Multivariate Regression/1. Basic of Linear Models.mp4 111.2 MB
~Get Your Files Here !/5. Statistics From Scratch/11. Building Hypothesis Framework from Scratch - II.mp4 105.4 MB
~Get Your Files Here !/5. Statistics From Scratch/12. Building Hypothesis Framework from Scratch - III.mp4 102.5 MB
~Get Your Files Here !/5. Statistics From Scratch/5. Building Probability Distributions Function - I.mp4 98.2 MB
~Get Your Files Here !/1. Introduction/3. Introduction to Jupyter Notebooks.mp4 97.2 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/3. Anger Management - I.mp4 86.2 MB
~Get Your Files Here !/1. Introduction/4. Introduction to Numpy.mp4 75.7 MB
~Get Your Files Here !/1. Introduction/5. Visualizations Basics.mp4 70.2 MB
~Get Your Files Here !/5. Statistics From Scratch/3. Building Basic Statistical Functions - II.mp4 68.9 MB

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【影视】 [GigaCourse.Com] Udemy - Master statistics & machine learning - intuition, math, code

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06 - Descriptive statistics/004 Code_ data from different distributions.mp4 317.8 MB
16 - Clustering and dimension-reduction/006 Code_ dbscan.mp4 302.1 MB
12 - Correlation/006 Code_ correlation matrix.mp4 296.2 MB
06 - Descriptive statistics/012 Code_ Computing dispersion.mp4 279.0 MB
18 - A real-world data journey/007 Python_ Import and clean the marriage data.mp4 262.0 MB
10 - The t-test family/013 Code_ permutation testing.mp4 252.6 MB
16 - Clustering and dimension-reduction/002 Code_ k-means clustering.mp4 241.5 MB
12 - Correlation/003 Code_ correlation coefficient.mp4 224.5 MB
10 - The t-test family/006 Code_ Two-samples t-test.mp4 221.6 MB
18 - A real-world data journey/003 MATLAB_ Import and clean the marriage data.mp4 211.1 MB
12 - Correlation/018 Code_ Kendall correlation.mp4 193.2 MB
16 - Clustering and dimension-reduction/011 Code_ PCA.mp4 183.6 MB
13 - Analysis of Variance (ANOVA)/008 Code_ One-way ANOVA (independent samples).mp4 181.1 MB
14 - Regression/009 Code_ Multiple regression.mp4 179.3 MB
08 - Probability theory/021 Code_ Law of Large Numbers in action.mp4 173.6 MB
10 - The t-test family/009 Code_ Signed-rank test.mp4 169.7 MB
10 - The t-test family/003 Code_ One-sample t-test.mp4 165.6 MB
08 - Probability theory/015 Code_ sampling variability.mp4 162.3 MB
08 - Probability theory/004 Code_ compute probabilities.mp4 155.6 MB
13 - Analysis of Variance (ANOVA)/001 ANOVA intro, part1.mp4 144.4 MB

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【影视】 [ FreeCryptoLearn.com ] Udemy - Statistics and probability for Quantitative finance

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~Get Your Files Here !/07 - Exercise_ From 50% to 70% of good trade_/005 Computation for Bollinger bands strategy.mp4 125.6 MB
~Get Your Files Here !/07 - Exercise_ From 50% to 70% of good trade_/006 Compute conditional probability of increase.mp4 96.2 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/004 Numpy_ Indexing _ slicing _ transformation.mp4 89.6 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/003 Type of object_ String.mp4 87.6 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/006 Pandas_ Cleaning and selection.mp4 85.6 MB
~Get Your Files Here !/11 - Exercise_ You trading strategy really works or it's randomness_ _ Bonus/002 Student test_ practice.mp4 64.2 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/002 Numpy_ Array.mp4 63.0 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/003 Numpy_ Random.mp4 56.8 MB
~Get Your Files Here !/09 - Exercise_ Find the best stop loss & take profit _ Compute the VaR/003 Find the best stop loss & take profit.mp4 54.7 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/006 Type of object_ Tuple and list.mp4 52.3 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/007 Type of object_ Dictionary.mp4 49.0 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/009 Python structures_ If _ Elif _ Else.mp4 42.9 MB
~Get Your Files Here !/07 - Exercise_ From 50% to 70% of good trade_/004 Create Bollinger bands.mp4 41.1 MB
~Get Your Files Here !/02 - Descriptive statistics/005 Application_ compute mean Google return + Annualization of returns.mp4 39.7 MB
~Get Your Files Here !/02 - Descriptive statistics/015 Application_ Assets covariance.mp4 39.6 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/005 Type of object_ Variable assignment.mp4 38.8 MB
~Get Your Files Here !/11 - Exercise_ You trading strategy really works or it's randomness_ _ Bonus/003 AdFuller test_ practice.mp4 38.1 MB
~Get Your Files Here !/05 - Exercise_ Find the number of combinations between forex pairs/002 Correction exercise_ Find the number of combinations between forex pairs(1).mp4 38.1 MB
~Get Your Files Here !/06 - Probability/004 Union.mp4 36.5 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/012 Functions_ Basics of function.mp4 34.3 MB

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【影视】 [ TutPig.com ] Udemy - Statistics and data analysis with Excel

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~Get Your Files Here !/3. Advanced univariate analysis/5.1 confidence intervals mean.mp4 279.4 MB
~Get Your Files Here !/3. Advanced univariate analysis/5. Confidence intervals of the mean value.mp4 101.5 MB
~Get Your Files Here !/2. Univariate analysis/5. Median, quantiles and percentiles.mp4 82.1 MB
~Get Your Files Here !/6. Database operations/3. Database operations.mp4 81.9 MB
~Get Your Files Here !/5. Hypothesis tests/2. Two samples t-test.mp4 76.5 MB
~Get Your Files Here !/5. Hypothesis tests/1. One sample t-test.mp4 72.9 MB
~Get Your Files Here !/6. Database operations/2. Vertical lookup.mp4 63.6 MB
~Get Your Files Here !/4. Multivariate analysis/2. Linear regression with predictions.mp4 51.0 MB
~Get Your Files Here !/3. Advanced univariate analysis/2. Moving average.mp4 50.5 MB
~Get Your Files Here !/6. Database operations/1. Conditional operations on a table.mp4 45.6 MB
~Get Your Files Here !/2. Univariate analysis/7. Conditional operations on a single variable.mp4 44.5 MB
~Get Your Files Here !/5. Hypothesis tests/5. Z table.mp4 43.7 MB
~Get Your Files Here !/5. Hypothesis tests/4. Chi-square test.mp4 43.6 MB
~Get Your Files Here !/3. Advanced univariate analysis/1. Outlier labeling with IQR.mp4 41.0 MB
~Get Your Files Here !/2. Univariate analysis/3. Variance and standard deviation.mp4 36.8 MB
~Get Your Files Here !/7. Pivot tables/1. How to create a pivot table.mp4 36.8 MB
~Get Your Files Here !/3. Advanced univariate analysis/6. Confidence intervals of a proportion.mp4 36.3 MB
~Get Your Files Here !/7. Pivot tables/4. Representation of the results.mp4 36.1 MB
~Get Your Files Here !/7. Pivot tables/3. Group by rows and columns.mp4 35.7 MB
~Get Your Files Here !/5. Hypothesis tests/6. T table.mp4 35.0 MB

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【影视】 [ CourseMega.com ] Udemy - Recommender System With Machine Learning and Statistics

收录时间:2022-01-13 文档个数:28 文档大小:507.8 MB 最近下载:2025-05-13 人气:1960 磁力链接

~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/3. How to Build and Train Collaborative Filtering Model With Fast.ai.mp4 94.7 MB
~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/4. How to Visualize Latent Features Do Popular Items Have a Higher Bias.mp4 89.3 MB
~Get Your Files Here !/3. The Hypotheses Behind the Main Solutions of Recommender Systems/1. The Hypotheses Behind the Main Solutions of Recommender Systems.mp4 69.7 MB
~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/1. A Quick Eda on the Grocery Dataset.mp4 51.6 MB
~Get Your Files Here !/5. Build a Hybrid Recommender System With Popularity and Association Rule/5. How to Evaluate Results With Selected Criteria.mp4 44.8 MB
~Get Your Files Here !/5. Build a Hybrid Recommender System With Popularity and Association Rule/1. What Is the Definition of Popularity and What Is Support.mp4 40.0 MB
~Get Your Files Here !/5. Build a Hybrid Recommender System With Popularity and Association Rule/2. How to Encode an Item-Order Matrix.mp4 32.7 MB
~Get Your Files Here !/1. Why Business Needs Recommender Systems/1. Why Business Needs Recommender Systems.mp4 27.0 MB
~Get Your Files Here !/5. Build a Hybrid Recommender System With Popularity and Association Rule/3. What Are Confidence and Lift.mp4 25.0 MB
~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/2. What Is Collaborative Filtering in Depth.mp4 11.5 MB
~Get Your Files Here !/5. Build a Hybrid Recommender System With Popularity and Association Rule/4. What Is Association Rule and How to Apply Apriori Algorithm.mp4 11.0 MB
~Get Your Files Here !/6. End-Of-Course Conclusion/1. End-Of-Course Conclusion.mp4 6.9 MB
~Get Your Files Here !/2. Roadmap of the Course/1. Roadmap of the Course.mp4 3.7 MB
~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/3. How to Build and Train Collaborative Filtering Model With Fast.ai.srt 5.9 kB
~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/4. How to Visualize Latent Features Do Popular Items Have a Higher Bias.srt 5.1 kB
~Get Your Files Here !/3. The Hypotheses Behind the Main Solutions of Recommender Systems/1. The Hypotheses Behind the Main Solutions of Recommender Systems.srt 4.9 kB
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~Get Your Files Here !/5. Build a Hybrid Recommender System With Popularity and Association Rule/1. What Is the Definition of Popularity and What Is Support.srt 4.3 kB
~Get Your Files Here !/4. Hands-on Collaborative Filtering Recommender System With Fast.ai/2. What Is Collaborative Filtering in Depth.srt 4.2 kB
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~Get Your Files Here !/08 - Dealing with Missing Data in Regression/002 Dealing with Missing Data in Regression - Practical Examples.mp4 142.0 MB
~Get Your Files Here !/09 - Proportional and fractional data/002 Proportional regression models - practical examples.mp4 103.0 MB
~Get Your Files Here !/04 - Interaction Effects in Regression/002 How to Use and Interpret Interaction Effects - Practical Examples.mp4 101.0 MB
~Get Your Files Here !/05 - Using Time in Regression/002 Using Time in Regression - Practical Examples.mp4 99.7 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/002 Dealing with Multicollinearity in Regression - Practical Examples.mp4 96.2 MB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/002 Non-Linear Shapes in Regression - Practical Examples.mp4 92.0 MB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/002 Categorical Explanatory Variables in Regression - Practical Examples.mp4 77.4 MB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/001 Dealing with Missing Data in Regression.mp4 73.4 MB
~Get Your Files Here !/02 - Regression Modelling - Don't Rush It/001 Regression Modelling - Don't Rush It.mp4 71.6 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/001 Dealing with Multicollinearity in Regression.mp4 67.3 MB
~Get Your Files Here !/05 - Using Time in Regression/001 Using Time in Regression.mp4 66.0 MB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/001 Non-Linear Shapes in Regression.mp4 52.6 MB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/001 Categorical Explanatory Variables in Regression.mp4 44.1 MB
~Get Your Files Here !/04 - Interaction Effects in Regression/001 How to Use and Interpret Interaction Effects.mp4 42.3 MB
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 25.4 MB
~Get Your Files Here !/09 - Proportional and fractional data/001 Proportional regression models.mp4 10.7 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/001 Dealing with Multicollinearity in Regression_en.vtt 19.7 kB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/001 Dealing with Missing Data in Regression_en.vtt 19.6 kB
~Get Your Files Here !/02 - Regression Modelling - Don't Rush It/001 Regression Modelling - Don't Rush It_en.vtt 17.7 kB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/002 Dealing with Missing Data in Regression - Practical Examples_en.vtt 17.7 kB

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~Get Your Files Here !/03 Exploratory Data Analysis_ Getting to Know your Data/001 Exploratory Data Analysis - EDA.mp4 96.4 MB
~Get Your Files Here !/02 Organizing and Cleaning Data_ Data Wrangling/004 Missing Values, Outliers & Non-Detects - Part 3.mp4 76.7 MB
~Get Your Files Here !/04 Exploratory Data Analysis_ Summary Statistics/001 Measures of Location.mp4 76.0 MB
~Get Your Files Here !/04 Exploratory Data Analysis_ Summary Statistics/002 Measures of Variability.mp4 69.7 MB
~Get Your Files Here !/05 Exploratory Data Analysis_ Visual Methods/004 Time Series Plots.mp4 68.5 MB
~Get Your Files Here !/02 Organizing and Cleaning Data_ Data Wrangling/002 Missing Values, Outliers & Non-Detects - Part 1.mp4 67.1 MB
~Get Your Files Here !/01 Introduction/002 Statistics & Data Science.mp4 62.8 MB
~Get Your Files Here !/02 Organizing and Cleaning Data_ Data Wrangling/003 Missing Values, Outliers & Non-Detects - Part 2.mp4 59.9 MB
~Get Your Files Here !/04 Exploratory Data Analysis_ Summary Statistics/003 Measures of Shape.mp4 58.0 MB
~Get Your Files Here !/02 Organizing and Cleaning Data_ Data Wrangling/001 Organizing and Cleaning Data_ Data Wrangling.mp4 57.8 MB
~Get Your Files Here !/01 Introduction/001 Environmental Data Management.mp4 56.7 MB
~Get Your Files Here !/05 Exploratory Data Analysis_ Visual Methods/001 Histograms.mp4 50.0 MB
~Get Your Files Here !/03 Exploratory Data Analysis_ Getting to Know your Data/003 Characteristics of Environmental Data.mp4 48.3 MB
~Get Your Files Here !/03 Exploratory Data Analysis_ Getting to Know your Data/002 Types of Data.mp4 46.7 MB
~Get Your Files Here !/05 Exploratory Data Analysis_ Visual Methods/002 Boxplots.mp4 31.4 MB
~Get Your Files Here !/01 Introduction/003 Data Management Languages and Tools.mp4 27.0 MB
~Get Your Files Here !/05 Exploratory Data Analysis_ Visual Methods/021 Pocketbook - Graphical Methods.pdf 1.1 MB
~Get Your Files Here !/04 Exploratory Data Analysis_ Summary Statistics/017 Pocketbook - Summary Statistics.pdf 1.1 MB
~Get Your Files Here !/01 Introduction/003 Pocketbook - Statistics Software.pdf 358.8 kB
~Get Your Files Here !/04 Exploratory Data Analysis_ Summary Statistics/PM25_ST.csv 130.6 kB

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Statistics & Applied Data Science - Business Data Analysis/1. --------- Data Analysis Part 1 - Getting Started ------/1. Data analysis videos samples of course contents.mp4 202.5 MB
Statistics & Applied Data Science - Business Data Analysis/9. Data types/7. Quizzes and examples about data types.mp4 188.1 MB
Statistics & Applied Data Science - Business Data Analysis/21. Confidence interval second lesson/7. Relationship between standard error and margin of error in confidence interval.mp4 186.8 MB
Statistics & Applied Data Science - Business Data Analysis/17. Normal distribution lesson 2/2. Examples about convert normal to standard normal.mp4 129.6 MB
Statistics & Applied Data Science - Business Data Analysis/13. Which one is better Standard deviation or range/9. a tricky question about standard deviation.mp4 119.0 MB
Statistics & Applied Data Science - Business Data Analysis/12. Data dispersion and spread/7. Example about 5 number summary.mp4 114.7 MB
Statistics & Applied Data Science - Business Data Analysis/22. Student's t distribution/12. t score and t table.mp4 114.4 MB
Statistics & Applied Data Science - Business Data Analysis/23. Examples about confidence interval/3. Repeat the same example with CL = 95%.mp4 109.0 MB
Statistics & Applied Data Science - Business Data Analysis/15. Outlier/6. Examples to find outlier.mp4 103.0 MB
Statistics & Applied Data Science - Business Data Analysis/11. Why center of the data is very important/4. The Fun with football goals to find center of the data.mp4 102.4 MB
Statistics & Applied Data Science - Business Data Analysis/7. Comparison between inferential ans descriptive statistics/2. Simplified viewpoint about descriptive and inferential statistics.mp4 92.9 MB
Statistics & Applied Data Science - Business Data Analysis/21. Confidence interval second lesson/8. Quick Review about what we learned in confidence interval.mp4 90.5 MB
Statistics & Applied Data Science - Business Data Analysis/16. Normal distribution lesson 1/8. What is the benefit of Z table .mp4 88.8 MB
Statistics & Applied Data Science - Business Data Analysis/19. Continue Sampling distribution/6. Let's start working with simulation tool.mp4 77.3 MB
Statistics & Applied Data Science - Business Data Analysis/23. Examples about confidence interval/4. What is the lower limit point of CL = 90% .mp4 73.2 MB
Statistics & Applied Data Science - Business Data Analysis/20. Confidence interval and level first lesson/9. Start simulation of 95 confidence interval.mp4 72.8 MB
Statistics & Applied Data Science - Business Data Analysis/13. Which one is better Standard deviation or range/6. Example about standard deviation.mp4 70.4 MB
Statistics & Applied Data Science - Business Data Analysis/28. Mini story part 2 ( Two tailed t test )/13. Use Excel file with two samples mean t test.mp4 66.7 MB
Statistics & Applied Data Science - Business Data Analysis/16. Normal distribution lesson 1/4. Simplified viewpoint about normal distribution.mp4 66.2 MB
Statistics & Applied Data Science - Business Data Analysis/25. --- Part 4 TAKE YOUR BREATH BEFORE HYPOTHESIS TESTING----/22. Questions about what we learned from mini story part 1 .mp4 65.8 MB

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4. Pandas Package/10. DataFrame - Dealing with Rows.mp4 162.3 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/5. Central Limit Theorem - Using Python.mp4 134.1 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/24. [Theory] Binomial Distribution.mp4 133.4 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/27. Introducing SciPy Package for Binomial Distributions.mp4 113.3 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/8. [Theory] Two Sample t Test - Unequal Variance.mp4 109.3 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/16. Hypothesis Testing Using Python.mp4 107.5 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/46. Normal Distribution Using SciPy.mp4 107.2 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/10. Visualizing the Titanic dataset.mp4 105.4 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/13. [Theory] Z Tables - Finding the Critical Values.mp4 104.9 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/2. [Theory] Tests for means, variances and proportions - Introduction.mp4 101.2 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/9. [Theory] Hypothesis Testing - A Simple Introduction.mp4 101.1 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/30. Contingency Tables Using Python.mp4 100.6 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/17. [Theory] Two Variances Test.mp4 99.6 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/9. [Theory] One Proportion Test.mp4 98.0 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/6. One Sample Z Test Using Python.mp4 95.0 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/42. [Theory] Normal Distribution - Part 1.mp4 94.7 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/11. [Theory] Types of Errors - Summary.mp4 94.0 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/11. [Theory] Paired t Test.mp4 93.3 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/16. [Theory] Basics of Probability - Part 2.mp4 93.2 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/7. [Theory] Two Sample t Test - Equal Variance.mp4 92.6 MB

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06 - Descriptive statistics/004 Code_ data from different distributions.mp4 317.8 MB
16 - Clustering and dimension-reduction/006 Code_ dbscan.mp4 302.1 MB
12 - Correlation/006 Code_ correlation matrix.mp4 296.2 MB
06 - Descriptive statistics/012 Code_ Computing dispersion.mp4 279.0 MB
18 - A real-world data journey/007 Python_ Import and clean the marriage data.mp4 262.0 MB
10 - The t-test family/013 Code_ permutation testing.mp4 252.6 MB
16 - Clustering and dimension-reduction/002 Code_ k-means clustering.mp4 241.5 MB
12 - Correlation/003 Code_ correlation coefficient.mp4 224.5 MB
10 - The t-test family/006 Code_ Two-samples t-test.mp4 221.6 MB
18 - A real-world data journey/003 MATLAB_ Import and clean the marriage data.mp4 211.1 MB
12 - Correlation/018 Code_ Kendall correlation.mp4 193.2 MB
16 - Clustering and dimension-reduction/011 Code_ PCA.mp4 183.6 MB
13 - Analysis of Variance (ANOVA)/008 Code_ One-way ANOVA (independent samples).mp4 181.1 MB
14 - Regression/009 Code_ Multiple regression.mp4 179.3 MB
08 - Probability theory/021 Code_ Law of Large Numbers in action.mp4 173.6 MB
10 - The t-test family/009 Code_ Signed-rank test.mp4 169.7 MB
10 - The t-test family/003 Code_ One-sample t-test.mp4 165.6 MB
08 - Probability theory/015 Code_ sampling variability.mp4 162.3 MB
08 - Probability theory/004 Code_ compute probabilities.mp4 155.6 MB
13 - Analysis of Variance (ANOVA)/001 ANOVA intro, part1.mp4 144.4 MB

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~Get Your Files Here !/006 Creating a Perfect Process with Fractional, Factorial and Response Surface DOEs.mp4 551.3 MB
~Get Your Files Here !/002 Using the Power of Hypothesis tests, ANOVAs and Sample Sizes to Detect Defects.mp4 510.3 MB
~Get Your Files Here !/003 Step-by-Step Capability Analysis (Cpk_Ppk) and what to do when data isn't normal.mp4 420.8 MB
~Get Your Files Here !/004 Fast Regression Analysis for Process Optimization_.mp4 371.9 MB
~Get Your Files Here !/005 Become an Expert at Measurement System Analysis without stressing_ Gage R&R.mp4 357.0 MB
~Get Your Files Here !/001 Minitab Basics_ Interface, Graphs and Basic Statistics.mp4 327.8 MB
~Get Your Files Here !/37981498-Module-6-Optimizing-DOE-Processes-Fractional-Factorial-Response-Surface-Mixture.pdf 5.4 MB
~Get Your Files Here !/37981490-Module-2-Hypothesis-Test.pdf 3.2 MB
~Get Your Files Here !/37981496-Module-5-Validation-Measurement-Equipment-Gage-RR-Kappa-Test.pdf 2.3 MB
~Get Your Files Here !/37981486-Module-1-Fundamentals-Minitab-19.pdf 1.8 MB
~Get Your Files Here !/Module 6 - Process Optimization with DOE Fractional Factorial Response Surface Mixture Minitab 19 MPX Answered.mpx 1.7 MB
~Get Your Files Here !/37981492-Module-3-Normality-Test-Distribution-Identification-and-Capacity-Cpk-Ppk.pdf 1.6 MB
~Get Your Files Here !/37981494-Module-4-Correlation-and-Regresion-Linear-Quadratic-and-Cubic.pdf 1.5 MB
~Get Your Files Here !/Module 7 - Control Charts Answered 19 MPX.mpx 1.4 MB
~Get Your Files Here !/006 Creating a Perfect Process with Fractional, Factorial and Response Surface DOEs_en.srt 97.5 kB
~Get Your Files Here !/002 Using the Power of Hypothesis tests, ANOVAs and Sample Sizes to Detect Defects_en.srt 90.3 kB
~Get Your Files Here !/003 Step-by-Step Capability Analysis (Cpk_Ppk) and what to do when data isn't normal_en.srt 69.4 kB
~Get Your Files Here !/005 Become an Expert at Measurement System Analysis without stressing_ Gage R&R_en.srt 65.2 kB
~Get Your Files Here !/001 Minitab Basics_ Interface, Graphs and Basic Statistics_en.srt 63.7 kB
~Get Your Files Here !/004 Fast Regression Analysis for Process Optimization__en.srt 61.8 kB

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06 - Descriptive statistics/004 Code_ data from different distributions.mp4 317.8 MB
16 - Clustering and dimension-reduction/006 Code_ dbscan.mp4 302.1 MB
12 - Correlation/006 Code_ correlation matrix.mp4 296.2 MB
06 - Descriptive statistics/012 Code_ Computing dispersion.mp4 279.0 MB
18 - A real-world data journey/007 Python_ Import and clean the marriage data.mp4 262.0 MB
10 - The t-test family/013 Code_ permutation testing.mp4 252.6 MB
16 - Clustering and dimension-reduction/002 Code_ k-means clustering.mp4 241.5 MB
12 - Correlation/003 Code_ correlation coefficient.mp4 224.5 MB
10 - The t-test family/006 Code_ Two-samples t-test.mp4 221.6 MB
18 - A real-world data journey/003 MATLAB_ Import and clean the marriage data.mp4 211.1 MB
12 - Correlation/018 Code_ Kendall correlation.mp4 193.2 MB
16 - Clustering and dimension-reduction/011 Code_ PCA.mp4 183.6 MB
13 - Analysis of Variance (ANOVA)/008 Code_ One-way ANOVA (independent samples).mp4 181.1 MB
14 - Regression/009 Code_ Multiple regression.mp4 179.3 MB
08 - Probability theory/021 Code_ Law of Large Numbers in action.mp4 173.6 MB
10 - The t-test family/009 Code_ Signed-rank test.mp4 169.7 MB
10 - The t-test family/003 Code_ One-sample t-test.mp4 165.6 MB
08 - Probability theory/015 Code_ sampling variability.mp4 162.3 MB
08 - Probability theory/004 Code_ compute probabilities.mp4 155.6 MB
13 - Analysis of Variance (ANOVA)/001 ANOVA intro, part1.mp4 144.4 MB

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04 Data distributions/045 Normal distributions and z-scores.mp4 46.2 MB
08 Hypothesis testing/093 Confidence interval for a population mean.mp4 43.1 MB
02 Visualizing data/009 Bar graphs and pie charts.mp4 41.5 MB
05 Probability/052 The addition rule and union vs. intersection.mp4 41.0 MB
06 Discrete random variables/069 Binomial random variables.mp4 39.8 MB
05 Probability/056 Bayes theorem.mp4 35.5 MB
06 Discrete random variables/075 Geometric random variables.mp4 35.3 MB
05 Probability/054 Independent and dependent events and conditional probability.mp4 35.2 MB
07 Sampling/084 Sampling distribution of the sample proportion.mp4 33.6 MB
05 Probability/050 Simple probability.mp4 33.4 MB
07 Sampling/082 Sampling and bias.mp4 31.4 MB
07 Sampling/080 Types of studies.mp4 31.3 MB
06 Discrete random variables/065 Combinations of random variables.mp4 30.0 MB
04 Data distributions/039 Mean variance and standard deviation.mp4 29.8 MB
03 Analyzing data/032 Changing the data and outliers.mp4 29.7 MB
02 Visualizing data/015 Venn diagrams.mp4 28.8 MB
04 Data distributions/043 Symmetric and skewed distributions and outliers.mp4 28.6 MB
06 Discrete random variables/071 At least and at most and mean variance and standard deviation.mp4 26.8 MB
06 Discrete random variables/061 Discrete probability.mp4 24.8 MB
02 Visualizing data/011 Line graphs and ogives.mp4 24.7 MB

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