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[FreeCourseSite.com] Udemy - Statistics for Data Analysis Using Python
magnet:?xt=urn:btih:27b9e79644b5e03f4862bd5d92e7af1eef76d900&dn=[FreeCourseSite.com] Udemy - Statistics for Data Analysis Using Python
磁力链接详情
Hash值:
27b9e79644b5e03f4862bd5d92e7af1eef76d900
点击数:
198
文件大小:
6.69 GB
文件数量:
103
创建日期:
2022-1-8 04:41
最后访问:
2024-9-9 16:28
访问标签:
FreeCourseSite
com
Udemy
-
Statistics
for
Data
Analysis
Using
Python
文件列表详情
1. Introduction/1. Installing Anaconda.mp4 59.61 MB
1. Introduction/11. Working with a List - Part 2.mp4 34.78 MB
1. Introduction/14. Working with a Dictionary.mp4 42.92 MB
1. Introduction/15. Working with a Tuple.mp4 25.55 MB
1. Introduction/16. Working with a Set.mp4 15.89 MB
1. Introduction/17. Logical Operators.mp4 28.14 MB
1. Introduction/2. Getting started with Jupyter Notebook.mp4 51.84 MB
1. Introduction/4. Getting started with Python.mp4 69.41 MB
1. Introduction/5. Variables and Data Types.mp4 38.37 MB
1. Introduction/8. Working with a List - Part 1.mp4 83.42 MB
2. Descriptive Statistics/2. [Theory] Measurement of Central Tendency.mp4 80 MB
2. Descriptive Statistics/3. [Theory] Measurement of Dispersion - Part 1.mp4 62.52 MB
2. Descriptive Statistics/4. [Theory] Measurement of Dispersion - Part 2.mp4 48.94 MB
2. Descriptive Statistics/6. Descriptive Statistics Using Python.mp4 85.19 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/12. NumPy - Part 3.mp4 73.15 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/15. [Theory] Basics of Probability - Part 1.mp4 51.52 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/16. [Theory] Basics of Probability - Part 2.mp4 88.9 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/17. [Theory] Basics of Probability - Part 3.mp4 69.39 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/19. Generating Random Numbers to Simulate the Probability.mp4 87.57 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/2. NumPy - Part 1.mp4 75 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/20. A Sample Probability Question.mp4 57.65 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/23. [Theory] Probability Distributions - Introduction.mp4 41.87 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/24. [Theory] Binomial Distribution.mp4 127.19 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/26. Binomial Distribution Using NumPy.mp4 73.61 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/27. Introducing SciPy Package for Binomial Distributions.mp4 108.05 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/34. [Theory] Poisson Distribution.mp4 69.78 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/35. [Theory] Poisson Distributions - An Example.mp4 60.45 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/36. Poisson Distribution Using NumPy.mp4 46.47 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/37. Poisson Distribution Using SciPy.mp4 76.45 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/42. [Theory] Normal Distribution - Part 1.mp4 90.29 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/43. [Theory] Normal Distribution - Part 2.mp4 82.99 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/45. Normal Distribution Using NumPy.mp4 74.2 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/46. Normal Distribution Using SciPy.mp4 102.24 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/49. Descriptive Statistics Using NumPy.mp4 62.66 MB
3. NumPy Package, Probability Distributions and an Introduction to SciPy Package/7. NumPy - Part 2.mp4 75.14 MB
4. Pandas Package/10. DataFrame - Dealing with Rows.mp4 154.78 MB
4. Pandas Package/2. Pandas Series.mp4 86.99 MB
4. Pandas Package/3. Pandas DataFrame.mp4 52.9 MB
4. Pandas Package/6. Reading a .csv File (Importing External Data).mp4 79.3 MB
4. Pandas Package/9. DataFrame - Dealing with Columns.mp4 62.52 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/10. Visualizing the Titanic dataset.mp4 100.54 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/2. Histogram using matplotlib.pyplot.mp4 59.2 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/3. Box Plot using matplotlib.pyplot.mp4 74.61 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/4. Line and Scatter Plots using matplotlib.pyplot.mp4 54.07 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/5. Bar Plot using matplotlib.pyplot.mp4 47 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/6. Saving the plot as .png or .jpg.mp4 34.42 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/7. Seaborn - Displot group of plots.mp4 76.79 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/8. Seaborn - Catplot group of plots.mp4 67.91 MB
5. Data Visualization Using Matplotlib.pyplot and Seaborn Libraries/9. Seaborn - Relplot group of plots.mp4 81.23 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/10. [Theory] Types of Errors - Type I and Type II Errors.mp4 75.33 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/11. [Theory] Types of Errors - Summary.mp4 89.6 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/12. [Theory] Hypothesis Testing - An Overview.mp4 84.68 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/13. [Theory] Z Tables - Finding the Critical Values.mp4 100.09 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/14. [Theory] The p-Value.mp4 51.89 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/16. Hypothesis Testing Using Python.mp4 102.52 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/2. [Theory] Population vs Samples.mp4 60.31 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/3. [Theory] Central Limit Theorem.mp4 68.29 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/5. Central Limit Theorem - Using Python.mp4 127.85 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/6. [Theory] Basics of Hypothesis Testing.mp4 16.34 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/7. [Theory] Statistical and Practical Significance.mp4 38.26 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/8. [Theory] Null and Alternate Hypothesis.mp4 21.61 MB
6. Inferential Statistics and Hypothesis Testing - Introduction/9. [Theory] Hypothesis Testing - A Simple Introduction.mp4 96.4 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/10. One Proportion Test Using Python.mp4 81.59 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/11. [Theory] One Variance Test - Introduction.mp4 27.86 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/12. [Theory] One Variance Test - Example 1.mp4 53.29 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/13. [Theory] One Variance Test - Example 2.mp4 62.73 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/14. One Variance Test Using Python.mp4 69.46 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/2. [Theory] Tests for means, variances and proportions - Introduction.mp4 96.48 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/3. [Theory] One Sample Z Test - Conditions.mp4 50.06 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/4. [Theory] One Sample Z Test.mp4 83.39 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/5. One Sample Z Test - Examples.mp4 49.54 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/6. One Sample Z Test Using Python.mp4 90.56 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/7. One Sample t Test.mp4 82.33 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/8. One Sample t Test Using Python.mp4 29.89 MB
7. Hypothesis Testing Part 1 (One Sample Tests)/9. [Theory] One Proportion Test.mp4 93.44 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/10. Two Sample t Test Using Python.mp4 48.29 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/11. [Theory] Paired t Test.mp4 89.01 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/12. Paired t Test Using Python.mp4 34.29 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/13. [Theory] Two Proportions Test - Introduction.mp4 52.67 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/14. [Theory] Two Proportions Test - Pooled vs Unpooled Method.mp4 46.59 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/15. [Theory] Two Proportions Test - An Example of Pooled Method.mp4 59.7 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/16. Two Proportions Test Using Python.mp4 54.42 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/17. [Theory] Two Variances Test.mp4 95.03 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/18. Two Variances Test Using Python.mp4 69.02 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/19. [Theory] ANOVA - Introduction.mp4 40.01 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/2. [Theory] Two Sample z Test - Introduction.mp4 32.21 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/20. [Theory] Why ANOVA.mp4 48.18 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/21. [Theory] ANOVA - Conceptual Understanding.mp4 39.11 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/22. [Theory] Statistics behind ANOVA.mp4 36.83 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/23. [Theory] Performing ANOVA by Manual Calculations.mp4 75.03 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/24. Conducting ANOVA Using Python.mp4 54.84 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/25. Conducting ANOVA Using Python - mpg Dataset.mp4 77.87 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/26. [Theory] Goodness of Fit.mp4 70.76 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/27. Goodness of Fit Test Using Python.mp4 67.43 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/28. [Theory] Contingency Tables.mp4 57.63 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/3. [Theory] Two Sample z Test - Example.mp4 40.46 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/30. Contingency Tables Using Python.mp4 95.91 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/4. Two Sample z Test Using Python.mp4 66.82 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/5. Two Sample z Test Using Python - tips Dataset.mp4 55.76 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/6. [Theory] Two Sample t Test - Conditions and Calculations.mp4 59.12 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/7. [Theory] Two Sample t Test - Equal Variance.mp4 88.32 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/8. [Theory] Two Sample t Test - Unequal Variance.mp4 104.27 MB
8. Hypothesis Testing Part 2 (Two Sample Tests, ANOVA, GoF & Contingency Tables)/9. [Theory] Two Sample t Test - Visual Interpretation.mp4 37.63 MB
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