Udemy - Python for Statistical Analysis

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Uploader

CourseClub

Source

1337x

Type

Tutorials

Language

English

Category

Other

Size

1.8 GB

Added

2023-06-01 20:05 (3 years, 5 months ago)

Peers

1 seeders, 0 leechers (checked 15 hours, 14 minutes ago) Update

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Files

1. 0. Websites you may like/[CourseClub.ME].url122 bytes
2. 0. Websites you may like/[GigaCourse.Com].url49 bytes
3. 01 - Introduction/001 Introduction.mp455.0 MB
4. 01 - Introduction/001 Introduction_en.vtt12.9 KB
5. 01 - Introduction/002 Setup.mp430.3 MB
6. 01 - Introduction/002 Setup_en.vtt7.3 KB
7. 01 - Introduction/003 BONUS_ Learning Path.html1.9 KB
8. 01 - Introduction/004 Live Install and Verification.mp419.2 MB
9. 01 - Introduction/004 Live Install and Verification_en.vtt5.9 KB
10. 01 - Introduction/005 Coding Editors.mp410.4 MB
11. 01 - Introduction/005 Coding Editors_en.vtt5.6 KB
12. 01 - Introduction/006 Live Coding Editor Comparison.mp434.2 MB
13. 01 - Introduction/006 Live Coding Editor Comparison_en.vtt7.8 KB
14. 01 - Introduction/007 File Management.mp45.3 MB
15. 01 - Introduction/007 File Management_en.vtt3.2 KB
16. 02 - Exploring Data Analysis/001 Loading Data.mp447.4 MB
17. 02 - Exploring Data Analysis/001 Loading Data_en.vtt8.9 KB
18. 02 - Exploring Data Analysis/002 Loading Data - Practical Example.mp458.1 MB
19. 02 - Exploring Data Analysis/002 Loading Data - Practical Example_en.vtt17.8 KB
20. 02 - Exploring Data Analysis/003 Dataset Preparation - Practical Example.mp444.0 MB
21. 02 - Exploring Data Analysis/003 Dataset Preparation - Practical Example_en.vtt19.1 KB
22. 02 - Exploring Data Analysis/004 Dealing with Outliers - Practical Example.mp461.9 MB
23. 02 - Exploring Data Analysis/004 Dealing with Outliers - Practical Example_en.vtt20.4 KB
24. 02 - Exploring Data Analysis/005 1D Distribution Overview.mp42.3 MB
25. 02 - Exploring Data Analysis/005 1D Distribution Overview_en.vtt1.2 KB
26. 02 - Exploring Data Analysis/006 1D Histograms - Practical Example.mp436.0 MB
27. 02 - Exploring Data Analysis/006 1D Histograms - Practical Example_en.vtt19.3 KB
28. 02 - Exploring Data Analysis/007 1D Bee Swarm - Practical Example.mp420.6 MB
29. 02 - Exploring Data Analysis/007 1D Bee Swarm - Practical Example_en.vtt8.2 KB
30. 02 - Exploring Data Analysis/008 1D Box and Violin - Practical Example.mp417.3 MB
31. 02 - Exploring Data Analysis/008 1D Box and Violin - Practical Example_en.vtt12.5 KB
32. 02 - Exploring Data Analysis/009 1D Empirical CDF and Pandas Describe - Practical Example.mp412.4 MB
33. 02 - Exploring Data Analysis/009 1D Empirical CDF and Pandas Describe - Practical Example_en.vtt9.6 KB
34. 02 - Exploring Data Analysis/010 Higher Dimensional Distributions Overview.mp44.4 MB
35. 02 - Exploring Data Analysis/010 Higher Dimensional Distributions Overview_en.vtt1.6 KB
36. 02 - Exploring Data Analysis/011 ND Scatter Matrix - Practical Example.mp451.7 MB
37. 02 - Exploring Data Analysis/011 ND Scatter Matrix - Practical Example_en.vtt11.2 KB
38. 02 - Exploring Data Analysis/012 ND Correlation - Practical Example.mp424.9 MB
39. 02 - Exploring Data Analysis/012 ND Correlation - Practical Example_en.vtt6.8 KB
40. 02 - Exploring Data Analysis/013 2D Histograms, Contours and KDE - Practical Example.mp446.6 MB
41. 02 - Exploring Data Analysis/013 2D Histograms, Contours and KDE - Practical Example_en.vtt13.6 KB
42. 02 - Exploring Data Analysis/014 ND Scatter Probability - Practical Example.mp462.7 MB
43. 02 - Exploring Data Analysis/014 ND Scatter Probability - Practical Example_en.vtt15.2 KB
44. 02 - Exploring Data Analysis/015 Exploratory Data Analysis Summary.mp49.1 MB
45. 02 - Exploring Data Analysis/015 Exploratory Data Analysis Summary_en.vtt3.8 KB
46. 02 - Exploring Data Analysis/18960382-LoadingDatasets.zip25.8 KB
47. 02 - Exploring Data Analysis/18960392-PreparingDatasets.zip17.5 KB
48. 02 - Exploring Data Analysis/18960404-1D.zip887.2 KB
49. 02 - Exploring Data Analysis/18960406-1D.zip887.2 KB
50. 02 - Exploring Data Analysis/18960408-1D.zip887.2 KB
51. 02 - Exploring Data Analysis/18960410-1D.zip887.2 KB
52. 02 - Exploring Data Analysis/18960526-ND.zip2.8 MB
53. 02 - Exploring Data Analysis/18960576-ND.zip2.8 MB
54. 02 - Exploring Data Analysis/18960578-ND.zip2.8 MB
55. 02 - Exploring Data Analysis/18960600-ND.zip2.8 MB
56. 02 - Exploring Data Analysis/19052002-EDA-Cheatsheet.pdf5.6 MB
57. 02 - Exploring Data Analysis/19052222-Outliers.zip565.7 KB
58. 02 - Exploring Data Analysis/[CourseClub.Me].url122 bytes
59. 02 - Exploring Data Analysis/[GigaCourse.Com].url49 bytes
60. 03 - Characterising/001 Introduction - Why bother characterising_.mp415.1 MB
61. 03 - Characterising/001 Introduction - Why bother characterising__en.vtt3.3 KB
62. 03 - Characterising/002 Mean Median Mode - Practical Example.mp443.6 MB
63. 03 - Characterising/002 Mean Median Mode - Practical Example_en.vtt18.0 KB
64. 03 - Characterising/003 Widths - Practical Example.mp411.5 MB
65. 03 - Characterising/003 Widths - Practical Example_en.vtt6.3 KB
66. 03 - Characterising/004 Skewness and Kurtosis - Practical Example.mp416.0 MB
67. 03 - Characterising/004 Skewness and Kurtosis - Practical Example_en.vtt8.4 KB
68. 03 - Characterising/005 Percentiles - Practical Example.mp418.3 MB
69. 03 - Characterising/005 Percentiles - Practical Example_en.vtt9.8 KB
70. 03 - Characterising/006 Multivariate Distributions - Practical Example.mp430.6 MB
71. 03 - Characterising/006 Multivariate Distributions - Practical Example_en.vtt16.2 KB
72. 03 - Characterising/007 Summary.mp47.7 MB
73. 03 - Characterising/007 Summary_en.vtt4.7 KB
74. 03 - Characterising/18960602-Characterising1D.zip581.7 KB
75. 03 - Characterising/18960606-Characterising1D.zip581.7 KB
76. 03 - Characterising/18960608-Characterising1D.zip581.7 KB
77. 03 - Characterising/18960610-Characterising1D.zip581.7 KB
78. 03 - Characterising/18960624-CharacterisingND.zip23.7 KB
79. 03 - Characterising/19052048-SummaryAndProbability-Cheatsheet-Combined.pdf5.7 MB
80. 04 - Probability/001 Probability Refresher.mp431.7 MB
81. 04 - Probability/001 Probability Refresher_en.vtt7.4 KB
82. 04 - Probability/002 Introduction to Probability Distributions.mp432.3 MB
83. 04 - Probability/002 Introduction to Probability Distributions_en.vtt21.6 KB
84. 04 - Probability/003 Probability Distributions - Practical Example.mp432.9 MB
85. 04 - Probability/003 Probability Distributions - Practical Example_en.vtt13.4 KB
86. 04 - Probability/004 Probability Functions and Empirical Distributions.mp415.8 MB
87. 04 - Probability/004 Probability Functions and Empirical Distributions_en.vtt9.0 KB
88. 04 - Probability/005 Empirical Distributions - Practical Example.mp487.3 MB
89. 04 - Probability/005 Empirical Distributions - Practical Example_en.vtt32.3 KB
90. 04 - Probability/006 Introduction to Sampling and the Central Limit Theorem.mp468.2 MB
91. 04 - Probability/006 Introduction to Sampling and the Central Limit Theorem_en.vtt12.0 KB
92. 04 - Probability/007 Sampling Distributions - Practical Example.mp460.9 MB
93. 04 - Probability/007 Sampling Distributions - Practical Example_en.vtt22.1 KB
94. 04 - Probability/008 Extra Writeup_ More resources on sampling distributions.html720 bytes
95. 04 - Probability/009 Central Limit Theorem - Practical Example.mp430.5 MB
96. 04 - Probability/009 Central Limit Theorem - Practical Example_en.vtt12.2 KB
97. 04 - Probability/010 Summary.mp46.4 MB
98. 04 - Probability/010 Summary_en.vtt4.2 KB
99. 04 - Probability/18960634-Distributions.zip224.2 KB
100. 04 - Probability/18960644-Empirical.zip210.6 KB
101. 04 - Probability/18960744-Sampling.zip559.2 KB
102. 04 - Probability/18960746-CLT.zip148.7 KB
103. 04 - Probability/19052078-SummaryAndProbability-Cheatsheet-Combined.pdf5.7 MB
104. 04 - Probability/[CourseClub.Me].url122 bytes
105. 04 - Probability/[GigaCourse.Com].url49 bytes
106. 05 - Hypothesis Testing/001 Introduction to Hypothesis Testing.mp416.1 MB
107. 05 - Hypothesis Testing/001 Introduction to Hypothesis Testing_en.vtt2.9 KB
108. 05 - Hypothesis Testing/002 Motivation Loaded Die - Practical Example.mp418.6 MB
109. 05 - Hypothesis Testing/002 Motivation Loaded Die - Practical Example_en.vtt10.1 KB
110. 05 - Hypothesis Testing/003 Basic Tests.mp439.3 MB
111. 05 - Hypothesis Testing/003 Basic Tests_en.vtt16.2 KB
112. 05 - Hypothesis Testing/004 Basic Tests Example - Asteroid Impacts.mp466.5 MB
113. 05 - Hypothesis Testing/004 Basic Tests Example - Asteroid Impacts_en.vtt26.4 KB
114. 05 - Hypothesis Testing/005 Introduction to Proportion Testing.mp46.1 MB
115. 05 - Hypothesis Testing/005 Introduction to Proportion Testing_en.vtt3.3 KB
116. 05 - Hypothesis Testing/006 Proportion Testing Example - Election Rigging.mp438.0 MB
117. 05 - Hypothesis Testing/006 Proportion Testing Example - Election Rigging_en.vtt16.1 KB
118. 05 - Hypothesis Testing/007 Pearsons Chi2 Test - Practical Example.mp426.4 MB
119. 05 - Hypothesis Testing/007 Pearsons Chi2 Test - Practical Example_en.vtt12.3 KB
120. 05 - Hypothesis Testing/008 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests.mp453.5 MB
121. 05 - Hypothesis Testing/008 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests_en.vtt17.2 KB
122. 05 - Hypothesis Testing/009 Extra Writeup_ All the ways to do A_B testing_.html438 bytes
123. 05 - Hypothesis Testing/010 Summary.mp45.0 MB
124. 05 - Hypothesis Testing/010 Summary_en.vtt3.2 KB
125. 05 - Hypothesis Testing/18960788-1-Loaded-Die.zip97.1 KB
126. 05 - Hypothesis Testing/18960890-2-Meteorites.zip1.0 MB
127. 05 - Hypothesis Testing/18960920-3-Election.zip110.8 KB
128. 05 - Hypothesis Testing/18960930-4-Distributions.zip73.5 KB
129. 05 - Hypothesis Testing/18960956-5-KS-and-AD.zip119.0 KB
130. 05 - Hypothesis Testing/19052060-HypothesisTesting-Cheatsheet.pdf4.6 MB
131. 06 - Conclusion/001 Conclusion.mp422.1 MB
132. 06 - Conclusion/001 Conclusion_en.vtt13.4 KB
133. 06 - Conclusion/002 Extra_ Significance Hunting - What not to do_.mp423.3 MB
134. 06 - Conclusion/002 Extra_ Significance Hunting - What not to do__en.vtt8.2 KB
135. 06 - Conclusion/003 Extra_ Introduction to Gaussian Proccesses.mp4103.5 MB
136. 06 - Conclusion/003 Extra_ Introduction to Gaussian Proccesses_en.vtt35.0 KB
137. 06 - Conclusion/004 Extra Prac - Cosmic Impact.mp441.2 MB
138. 06 - Conclusion/004 Extra Prac - Cosmic Impact_en.vtt15.0 KB
139. 06 - Conclusion/005 Extra Prac_ Car Emission Standards.mp433.9 MB
140. 06 - Conclusion/005 Extra Prac_ Car Emission Standards_en.vtt12.1 KB
141. 06 - Conclusion/006 Extra Prac_ Diagnosing Diabetes.mp436.9 MB
142. 06 - Conclusion/006 Extra Prac_ Diagnosing Diabetes_en.vtt22.5 KB
143. 06 - Conclusion/007 Extra Prac_ Numerical Uncertainty on Sales.mp4126.5 MB
144. 06 - Conclusion/007 Extra Prac_ Numerical Uncertainty on Sales_en.vtt37.4 KB
145. 06 - Conclusion/18961008-Significance-Huntings.zip5.5 KB
146. 06 - Conclusion/18961048-GaussianProccesses.zip1.3 MB
147. 06 - Conclusion/18961068-Cosmic-Impacts.zip367.4 KB
148. 06 - Conclusion/18961508-Emission.zip112.8 KB
149. 06 - Conclusion/18961622-Diabetes.zip902.1 KB
150. 06 - Conclusion/18961632-Sales.zip6.3 MB
151. 06 - Conclusion/23769502-AllResources.zip16.3 MB
152. 06 - Conclusion/[CourseClub.Me].url122 bytes
153. 06 - Conclusion/[GigaCourse.Com].url49 bytes
154. [CourseClub.Me].url122 bytes
155. [GigaCourse.Com].url49 bytes

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