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- 【影视】 A beginners guide to Statistics
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收录时间:2021-03-17
文档个数:27
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11. Cumulative frequency - more than type - Ogive.mp4 114.9 MB
10. Cumulative frequency - less than type - Ogive.mp4 101.5 MB
07. Mean of grouped data.mp4 62.1 MB
02. Data handling - Tally marks.mp4 45.2 MB
03. Measure of central tendency.mp4 44.1 MB
05. Mean of grouped data - Assumed mean data - problem solving.mp4 25.5 MB
06. Mean of grouped data - step deviation method - problem solving.mp4 23.1 MB
08. Median of grouped data - problem solving.mp4 22.4 MB
04. Mean of grouped data - Direct method - prolem solving.mp4 20.6 MB
09. Mode of Grouped data - Problem solving.mp4 17.5 MB
01. Introduction.mp4 16.6 MB
11.1 12-Statistics.pdf.pdf 462.7 kB
10.1 10 - Statistics - Summary.pdf.pdf 406.2 kB
10.2 10 - Statistics - Summary.pdf.pdf 406.2 kB
10.1 11 - Statistics Solved Questions.pdf.pdf 342.3 kB
10.2 11 - Statistics Solved Questions.pdf.pdf 342.3 kB
07. Mean of grouped data.vtt 11.6 kB
11. Cumulative frequency - more than type - Ogive.vtt 9.4 kB
03. Measure of central tendency.vtt 9.2 kB
10. Cumulative frequency - less than type - Ogive.vtt 8.2 kB
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- 【影视】 [FreeTutorials.Us] [UDEMY] Statistics for Data Science and Business Analysis [FTU]
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5. Practical example descriptive statistics/1. Practical example.mp4 228.4 MB
17. Practical example regression analysis/1. Practical example regression analysis.mp4 191.9 MB
9. Practical example inferential statistics/1. Practical example inferential statistics.mp4 107.6 MB
10. Hypothesis testing Introduction/1. The null and the alternative hypothesis.mp4 96.6 MB
10. Hypothesis testing Introduction/4. Establishing a rejection region and a significance level.mp4 86.5 MB
7. Estimators and estimates/5. Calculating confidence intervals within a population with a known variance.mp4 82.0 MB
8. Confidence intervals advanced topics/1. Calculating confidence intervals for two means with dependent samples.mp4 73.9 MB
12. Practical example hypothesis testing/1. Practical example hypothesis testing.mp4 72.7 MB
6. Distributions/9. Understanding the central limit theorem.mp4 65.9 MB
6. Distributions/2. What is a distribution.mp4 64.6 MB
7. Estimators and estimates/12. What is a margin of error and why is it important in Statistics.mp4 62.1 MB
16. Dealing with categorical data/1. Dummy variables.mp4 60.0 MB
7. Estimators and estimates/7. Confidence interval clarifications.mp4 59.9 MB
11. Hypothesis testing Let's start testing!/3. What is the p-value and why is it one of the most useful tools for statisticians.mp4 58.6 MB
3. The fundamentals of descriptive statistics/3. Levels of measurement.mp4 57.0 MB
11. Hypothesis testing Let's start testing!/1. Test for the mean. Population variance known.mp4 56.9 MB
13. The fundamentals of regression analysis/5. The linear regression model made easy.mp4 53.5 MB
4. Measures of central tendency, asymmetry, and variability/6. Measuring how data is spread out calculating variance.mp4 53.4 MB
11. Hypothesis testing Let's start testing!/7. Test for the mean. Dependent samples.mp4 52.9 MB
7. Estimators and estimates/3. Confidence intervals - an invaluable tool for decision making.mp4 52.4 MB
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- 【影视】 [FreeTutorials.Us] Udemy - probability-and-statistics-for-business-and-data-science
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01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS-en.srt 9.8 kB
01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS.mp4 26.6 MB
01 Introduction/002 FAQ - Frequently Asked Questions.html 2.0 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data.pdf 1.1 MB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability.pdf 769.1 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions.pdf 783.6 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics.pdf 1.7 MB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA.pdf 1.2 MB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression.pdf 915.4 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare.pdf 598.7 kB
02 Data/003 What is Data-en.srt 13.4 kB
02 Data/003 What is Data.mp4 49.6 MB
02 Data/004 Measuring Data-en.srt 20.2 kB
02 Data/004 Measuring Data.mp4 63.3 MB
02 Data/005 Measurements of Central Tendency-en.srt 8.0 kB
02 Data/005 Measurements of Central Tendency.mp4 24.4 MB
02 Data/006 Measurements of Dispersion-en.srt 13.7 kB
02 Data/006 Measurements of Dispersion.mp4 37.1 MB
02 Data/007 Measurements - Quartiles-en.srt 8.3 kB
02 Data/007 Measurements - Quartiles.mp4 30.7 MB
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- 【影视】 Lynda - Statistics Fundamentals - Part 1 - Beginning with Eddie Davila
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收录时间:2017-02-21
文档个数:38
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1. The World of Statistics/1.1 Why statistics matter in your life .mp4 12.2 MB
1. The World of Statistics/1.2 Is my data set good? .mp4 11.6 MB
1. The World of Statistics/1.3 Is my data set good? .mp4 13.9 MB
10. Continuous Probability Distributions/10.1 Probability densities: Curves and continuous random variables.mp4 7.0 MB
10. Continuous Probability Distributions/10.2 The famous bell-shaped curve: Introduction.mp4 5.6 MB
10. Continuous Probability Distributions/10.3 Fuzzy central limit theorem.mp4 7.1 MB
10. Continuous Probability Distributions/10.4 Using the Z transformation to find probabilities.mp4 9.5 MB
2. The Center of the Data/2.1 The middle of the data: Means and medians.mp4 12.9 MB
2. The Center of the Data/2.2 Medians for data sets with even numbers of data points.mp4 3.2 MB
2. The Center of the Data/2.3 Weighted mean .mp4 10.9 MB
2. The Center of the Data/2.4 The mode: Find it and understand it .mp4 7.6 MB
3. Data Variability/3.1 The range .mp4 6.9 MB
3. Data Variability/3.2 Standard deviation: Calculate it and understand it .mp4 8.0 MB
3. Data Variability/3.3 How many standard deviations? .mp4 9.5 MB
3. Data Variability/3.4 Outliers .mp4 11.7 MB
4. Distribution and Relative Position/4.1 Z-score: Measuring by using standard deviations .mp4 7.4 MB
4. Distribution and Relative Position/4.2 Empirical rule: What symmetry tells us .mp4 7.3 MB
4. Distribution and Relative Position/4.3 Calculating percentiles: Where do you stand? .mp4 10.7 MB
5. Probability Explained/5.1 Defining probabilty .mp4 11.4 MB
5. Probability Explained/5.2 Examples of probability .mp4 10.6 MB
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- 【影视】 [FreeCourseSite.com] Udemy - Become a Probability & Statistics Master
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1 - Getting started/1 - What well learn in this course.mp4 118.3 MB
1 - Getting started/4 - Become-a-Probability-Statistics-Master.zip 113.0 MB
9 - Regression/143 - Chisquare tests.mp4 85.5 MB
7 - Sampling/97 - Sampling distribution of the sample mean.mp4 85.2 MB
2 - Visualizing data/10 - Bar graphs and pie charts.mp4 76.4 MB
4 - Data distributions/48 - Normal distributions and zscores.mp4 74.5 MB
8 - Hypothesis testing/120 - The pvalue and rejecting the null.mp4 64.3 MB
8 - Hypothesis testing/118 - Test statistics for one and twotailed tests.mp4 64.2 MB
7 - Sampling/107 - Confidence interval for the mean.mp4 58.0 MB
9 - Regression/139 - Correlation coefficient and the residual.mp4 57.6 MB
5 - Probability/63 - The addition rule and union vs intersection.mp4 56.9 MB
5 - Probability/67 - Bayes Theorem.mp4 54.1 MB
8 - Hypothesis testing/124 - Confidence interval for the difference of means.mp4 51.1 MB
5 - Probability/65 - Independent and dependent events and conditional probability.mp4 50.8 MB
2 - Visualizing data/16 - Venn diagrams.mp4 48.4 MB
8 - Hypothesis testing/132 - Hypothesis testing for the difference of proportions.mp4 47.9 MB
8 - Hypothesis testing/126 - Hypothesis testing for the difference of means.mp4 47.6 MB
9 - Regression/141 - Coefficient of determination and RMSE.mp4 47.5 MB
4 - Data distributions/54 - Correlation coefficient.mp4 46.8 MB
8 - Hypothesis testing/128 - Matchedpair hypothesis testing.mp4 46.7 MB
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- 【影视】 [ DevCourseWeb.com ] Udemy - Six Sigma Statistics with Minitab - One Sample t-Test
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~Get Your Files Here !/3 - Optimizing Hypothesis Testing with Sufficient Sample Size/2 -Hypothesis Power, Sample Size, and Decision-Making.mp4 107.7 MB
~Get Your Files Here !/2 - Understanding Hypothesis Test Power and the Impact of Sample Size/1 -Power Analysis, Errors in Hypothesis Testing, and Sample Size Optimization.mp4 73.7 MB
~Get Your Files Here !/3 - Optimizing Hypothesis Testing with Sufficient Sample Size/1 -Sample Size, Hypothesis Power, and Process Shifts.mp4 67.5 MB
~Get Your Files Here !/1 - Introduction and Business Case for the One-Sample t-Test/5 -Hypothesis Testing with One-Sample t-Test and Normality Test.mp4 60.5 MB
~Get Your Files Here !/1 - Introduction and Business Case for the One-Sample t-Test/4 -Understand the Concept of Hypothesis Testing.mp4 48.8 MB
~Get Your Files Here !/1 - Introduction and Business Case for the One-Sample t-Test/3 -Understanding Hypothesis Testing in the Context of Process Analysis.mp4 26.3 MB
~Get Your Files Here !/1 - Introduction and Business Case for the One-Sample t-Test/2 -Importing Data and Preliminary Statistical Analysis.mp4 19.3 MB
~Get Your Files Here !/3 - Optimizing Hypothesis Testing with Sufficient Sample Size/3 -Summary of the Most Important Findings.mp4 11.9 MB
~Get Your Files Here !/1 - Introduction and Business Case for the One-Sample t-Test/1 -Indroduction and Business Case for one samle t-test.mp4 9.3 MB
~Get Your Files Here !/1 - Introduction and Business Case for the One-Sample t-Test/1 -05_dataset_Compressive_strength_10_samples.xlsx 19.4 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
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- 【影视】 [ FreeCourseWeb.com ] Udemy - Master R for Statistics and Data Science
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~Get Your Files Here !/16. Hypergeometric distribution/1. Hypergeometric random variables.mp4 115.6 MB
~Get Your Files Here !/17. Normal Distribution/3. dnorm() and continuous distributions.mp4 98.5 MB
~Get Your Files Here !/14. Binomial random variables/1. Binomial random variables.mp4 94.1 MB
~Get Your Files Here !/14. Binomial random variables/9. Variance and Standard Deviation.mp4 89.7 MB
~Get Your Files Here !/13. Bernoulli random variables/2. Simulating Bernoulli random variables with rbinom().mp4 87.8 MB
~Get Your Files Here !/14. Binomial random variables/10. cdf and pbinom().mp4 87.0 MB
~Get Your Files Here !/14. Binomial random variables/8. Expected Value.mp4 82.3 MB
~Get Your Files Here !/17. Normal Distribution/1. Normal random variables and the empirical rule.mp4 79.3 MB
~Get Your Files Here !/14. Binomial random variables/15. qbinom().mp4 79.0 MB
~Get Your Files Here !/23. Probability Poisson distribution/1. Poisson distribution and rpois().mp4 68.0 MB
~Get Your Files Here !/17. Normal Distribution/5. qnorm().mp4 63.5 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/7. qnbinom().mp4 59.7 MB
~Get Your Files Here !/14. Binomial random variables/12. Other types of inequalities and intervals.mp4 58.6 MB
~Get Your Files Here !/13. Bernoulli random variables/1. Binary random variables, sample space.mp4 56.7 MB
~Get Your Files Here !/14. Binomial random variables/14. The median.mp4 53.1 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/3. dnbinom().mp4 51.5 MB
~Get Your Files Here !/13. Bernoulli random variables/4. Parameters - The population proportion.mp4 48.3 MB
~Get Your Files Here !/14. Binomial random variables/17. Problem-solving with qbinom().mp4 46.9 MB
~Get Your Files Here !/19. Probability Geometric distribution/3. dgeom().mp4 45.0 MB
~Get Your Files Here !/13. Bernoulli random variables/5. Sample statistics - mean() for calculating sample proportions.mp4 43.9 MB
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- 【影视】 Educator.com - AP Statistics with Dr. Philip Yates
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01Introduction - Basic Ideas.mkv 36.7 MB
02Exploring Data - Raw Data, Dotplots, Stemplots.mkv 55.9 MB
03Exploring Data - Histograms, Cumulative Frequency Plots.mkv 21.6 MB
04Exploring Data - Summarizing Distributions, Measuring Center.mkv 33.8 MB
05Exploring Data - Measuring Spread Range, IQR, Standard Deviation.mkv 36.7 MB
06Exploring Data - Measuring Position Quartiles, Percentiles, Standardized Scores.mkv 36.0 MB
07Exploring Data - Boxplots.mkv 32.3 MB
10Exploring Data - Least Squares Regression.mkv 41.1 MB
11Exploring Data - Exploring Categorical Data.mkv 34.6 MB
12Sampling and Experimentation - Methods of Data Collection.mkv 23.4 MB
13Sampling and Experimentation - Planning and Conducting Surveys.mkv 27.4 MB
14Sampling and Experimentation - Planning and Conducting Experiments.mkv 43.3 MB
15Probability - Experiment, Outcomes, and Sample Space.mkv 34.1 MB
16Probability - Calculating Probability.mkv 32.0 MB
17Probability - Probability and Events.mkv 46.9 MB
18Probability - Intersection of Events and the Multiplication Rule.mkv 42.9 MB
19Probability - Union of Events and the Addition Rule.mkv 40.6 MB
20Probability - Bayes' Rule.mkv 40.0 MB
21Discrete Random Variables and Probability Distribution - Random Variables.mkv 17.4 MB
22Discrete Random Variables and Probability Distribution - Probability Distribution of a Discrete Random Variable.mkv 32.6 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】 Statistics One
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收录时间:2017-02-21
文档个数:197
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2 - Week 1 Introduction & Descriptive Statistics/2 - 1 - Lecture 1a Randomized Studies (2948).mp4 96.1 MB
5 - Week 4 Mediation & Moderation/5 - 4 - Lecture 11b Data Centering and Dummy Coding (2646).mp4 90.2 MB
6 - Week 5 Student's t-test & Analysis of variance (ANOVA)/6 - 1 - Lecture 13a Overview of Students t-test (2729).mp4 86.2 MB
4 - Week 3 Regression & Hypothesis Testing/4 - 2 - Lecture 7b A Closer Look at Null Hypothesis Significance Testing (NHST) (2713).mp4 81.3 MB
3 - Week 2 Correlation & Measurement/3 - 1 - Lecture 4a Examples of Correlations (2550).mp4 75.9 MB
4 - Week 3 Regression & Hypothesis Testing/4 - 1 - Lecture 7a Introduction to Regression (2532).mp4 70.9 MB
3 - Week 2 Correlation & Measurement/3 - 6 - Lecture 6a Scatterplots Correlations in R (2526).mp4 68.2 MB
7 - Week 6 Factorial ANOVA & Model comparison/7 - 4 - Lecture 17b Mixed Factorial ANOVA in R.mp4 68.1 MB
6 - Week 5 Student's t-test & Analysis of variance (ANOVA)/6 - 5 - Lecture 14c Factorial ANOVA (2123).mp4 66.7 MB
4 - Week 3 Regression & Hypothesis Testing/4 - 3 - Lecture 8a Introduction to Multiple Regression (2322).mp4 66.6 MB
7 - Week 6 Factorial ANOVA & Model comparison/7 - 1 - Lecture 16a Benefits of Repeated Measures ANOVA.mp4 65.2 MB
5 - Week 4 Mediation & Moderation/5 - 3 - Lecture 11a Moderation Example 1 (1816).mp4 60.9 MB
3 - Week 2 Correlation & Measurement/3 - 3 - Lecture 4c Interpreting Correlations (2147).mp4 60.3 MB
2 - Week 1 Introduction & Descriptive Statistics/2 - 3 - Lecture 2a Histograms (2146).mp4 60.1 MB
2 - Week 1 Introduction & Descriptive Statistics/2 - 4 - Lecture 2b Summary Statistics (1951).mp4 57.2 MB
5 - Week 4 Mediation & Moderation/5 - 1 - Lecture 10a Regression Method for Mediation (1812).mp4 56.2 MB
5 - Week 4 Mediation & Moderation/5 - 5 - Lecture 11c Moderation Example 2 (1816).mp4 55.3 MB
3 - Week 2 Correlation & Measurement/3 - 5 - Lecture 5b Sampling (1829).mp4 54.9 MB
6 - Week 5 Student's t-test & Analysis of variance (ANOVA)/6 - 4 - Lecture 14b One-Way ANOVA (1558).mp4 51.8 MB
7 - Week 6 Factorial ANOVA & Model comparison/7 - 5 - Lecture 18 Summary.mp4 51.8 MB
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01 Getting started/001 Welcome to Probability Statistics-en.srt 375 Bytes
01 Getting started/001 Welcome to Probability Statistics-es.srt 395 Bytes
01 Getting started/001 Welcome to Probability Statistics.mp4 3.0 MB
01 Getting started/001 Welcome to Probability Statistics-pt.srt 392 Bytes
01 Getting started/002 Quick overview before we get underway.html 2.8 kB
01 Getting started/003 Download the formula sheet.html 1.5 kB
01 Getting started/003 Probability-Statistics.formulas.pdf 1.2 MB
02 Visualizing data/004 Introduction to visualizing data-en.srt 614 Bytes
02 Visualizing data/004 Introduction to visualizing data-es.srt 646 Bytes
02 Visualizing data/004 Introduction to visualizing data.mp4 5.3 MB
02 Visualizing data/004 Introduction to visualizing data-pt.srt 637 Bytes
02 Visualizing data/005 Bar-graphs-and-pie-charts.pdf 1.6 MB
02 Visualizing data/005 Frequency-tables-and-dot-plots.pdf 1.6 MB
02 Visualizing data/005 Histograms-and-stem-and-leaf-plots.pdf 356.3 kB
02 Visualizing data/005 Joint-distributions.pdf 1.8 MB
02 Visualizing data/005 Line-graphs-and-ogives.pdf 1.6 MB
02 Visualizing data/005 One-way-data.pdf 1.3 MB
02 Visualizing data/005 Relative-frequency-tables.pdf 362.7 kB
02 Visualizing data/005 RESOURCE Quiz solutions for this section.html 1.3 kB
02 Visualizing data/005 Two-way-data.pdf 329.2 kB
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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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- 【影视】 [FreeTutorials.Us] data-statistics
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01 Distributions/001 Plan of Attack.mp4 5.4 MB
01 Distributions/002 Continuous vs Discrete.mp4 17.8 MB
01 Distributions/003 What is a Distribution.mp4 27.6 MB
01 Distributions/004 What is Standard Deviation.mp4 25.6 MB
01 Distributions/005 Normal Distribution.mp4 9.2 MB
01 Distributions/006 Skewness.mp4 8.2 MB
01 Distributions/007 Mean Median Mode.mp4 24.0 MB
01 Distributions/008 Homework.mp4 10.5 MB
01 Distributions/009 Homework Solution - Part 1.mp4 54.0 MB
01 Distributions/010 Homework Solution - Part 2.mp4 52.4 MB
01 Distributions/011 EXTRA Cantors Diagonal Argument.mp4 19.9 MB
01 Distributions/quizzes/001 Distributions.html 6.0 kB
02 Central Limit Theorem/012 Plan of Attack.mp4 5.2 MB
02 Central Limit Theorem/013 Populations and Samples.mp4 9.1 MB
02 Central Limit Theorem/014 Sampling Distribution.mp4 6.4 MB
02 Central Limit Theorem/015 Central Limit Theorem.mp4 17.2 MB
02 Central Limit Theorem/016 Central Limit Theorem - Intuition.mp4 20.6 MB
02 Central Limit Theorem/017 Central Limit Theorem - Visualization.mp4 22.2 MB
02 Central Limit Theorem/018 Z-Score.mp4 25.8 MB
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01. How To Summarize Data With Statistics.m4v 197.2 MB
02. Exploratory Data Visualization In R.m4v 123.8 MB
03. Sampling And Probability.m4v 141.1 MB
04. Discrete Distributions.m4v 163.4 MB
05. Continuous And Normal Distributions.m4v 194.3 MB
06. Covariance And Correlation.m4v 163.1 MB
07. Validating Statistical Assumptions.m4v 132.3 MB
08. Sample Size And Sampling Distributions.m4v 176.6 MB
09. Point Estimates And Standard Error.m4v 165.2 MB
10. Interval Estimates And Confidence Intervals.m4v 183.3 MB
11. Hypothesis Testing 1 Sample.m4v 162.1 MB
12. Hypothesis Testing 2 Samples - Paired Test.m4v 142.2 MB
13. Linear Regression Models And Assumptions.m4v 142.7 MB
14. Regression Predictions - Confidence Intervals.m4v 145.9 MB
1480 Learning Statistics.pdf 17.2 MB
15. Multiple Linear Regression.m4v 181.3 MB
16. Analysis Of Variance Comparing 3 Means.m4v 198.1 MB
17. Analysis Of Covariance And Multiple Anova.m4v 195.6 MB
18. Statistical Design Of Experiments.m4v 193.1 MB
19. Regression Trees And Classification Trees.m4v 156.7 MB
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~Get Your Files Here !/4. Measures of central tendency/3. Mode.mp4 10.5 MB
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1. Introduction/7. Course Structure.wmv 2.0 MB
2. SQL Server Threading Model/1. Introduction.wmv 2.0 MB
2. SQL Server Threading Model/10. Thread States.wmv 2.0 MB
2. SQL Server Threading Model/11. Transition from RUNNING to SUSPENDED.wmv 1.3 MB
2. SQL Server Threading Model/12. The Waiter List.wmv 2.1 MB
2. SQL Server Threading Model/13. Special Case - Quantum Exhaustion.wmv 2.5 MB
2. SQL Server Threading Model/14. Transition from SUSPENDED to RUNNABLE.wmv 2.0 MB
2. SQL Server Threading Model/15. The Runnable Queue.wmv 2.2 MB
2. SQL Server Threading Model/16. Special Case - Resource Governor.wmv 3.5 MB
2. SQL Server Threading Model/17. Resource Governor Example.wmv 2.8 MB
2. SQL Server Threading Model/18. Transition from RUNNABLE to RUNNING.wmv 1.1 MB
2. SQL Server Threading Model/19. Putting It All Together.wmv 2.1 MB
2. SQL Server Threading Model/2. What are Threads.wmv 3.1 MB
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01-Python_Essentials/01-Programming_With_Python/11-operators_basic_operators.mp4 74.5 MB
01-Python_Essentials/02-Data_Types/02-demonstration_of_data_types_numeric_sequence_and_mapping.mp4 56.1 MB
03-Statistics_In_Python/04-Hypothesis_Testing/08-margin_of_error_and_confidence_interval_demonstration.mp4 52.0 MB
02-Exploring_Data_With_Numpy_And_Pandas/01-Numpy_With_Python/04-working_with_numpy.mp4 51.2 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/03-manipulating_files.mp4 50.1 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/04-user_defined_functions.mp4 50.0 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/03-pandas_dataframe_operation.mp4 49.4 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/02-dataframe_joining.mp4 48.7 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/06-creating_a_series_in_pandas.mp4 46.8 MB
02-Exploring_Data_With_Numpy_And_Pandas/01-Numpy_With_Python/03-numpy_operation.mp4 46.7 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/05-dataframes_with_pandas_operations_and_insights.mp4 45.8 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/06-plotting_multiple_charts.mp4 41.9 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/06-lambda_functions.mp4 40.3 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/07-introduction_to_seaborn_scatter_plot.mp4 39.4 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/04-working_with_dataframes_in_pandas.mp4 39.0 MB
03-Statistics_In_Python/02-Statistical_Dispersion/02-dispersion_demonstration.mp4 38.7 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/01-dataframe_data_maniplulation.mp4 38.2 MB
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02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/05-dataframe_data_adjusting.mp4 36.5 MB
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02. Descriptive Statistics.avi 184.6 MB
03. Probability Concepts.avi 184.6 MB
04. Combining Event Probabilities.avi 184.6 MB
05. Simulating Business Situations.avi 184.5 MB
06. Random Variables.avi 184.6 MB
07. The Binomial and Poisson Distributions.avi 184.6 MB
08. The Normal Distribution.avi 184.6 MB
09. Sampling Distributions and Estimators.avi 184.6 MB
10. The Central Limit Theorem.avi 184.6 MB
11. Confidence Intervals.avi 184.5 MB
12. Confidence Intervals for Other Parameters.avi 184.6 MB
13. Hypothesis Testing.avi 184.5 MB
14. Simple Linear Regression.avi 184.6 MB
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1. Getting Started/07. Importing data.mp4 25.4 MB
1. Getting Started/09. Working with color in R.mp4 33.2 MB
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