Udemy - Python for Statistical Analysis

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 1.8 GB
  • Uploaded By CourseClub
  • Downloads 365
  • Last checked 3 weeks ago
  • Date uploaded 4 years ago
  • Seeders 18
  • Leechers 5

Infohash : 591193A0556980BB23026E03CF6474FC5F265DF7



Python for Statistical Analysis

Master applied Statistics with Python by solving real-world problems with state-of-the-art software and libraries

Created by Samuel Hinton, Ligency Team
Last updated 4/2021
English
English [Auto]

For More Udemy Courses Visit: https://gigacourse.com
For More Courses Visit: https://Courseclub.me

Files:

[GigaCourse.Com] Udemy - Python for Statistical Analysis 0. Websites you may like
  • [CourseClub.ME].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
01 - Introduction
  • 001 Introduction.mp4 (55.0 MB)
  • 001 Introduction_en.vtt (12.9 KB)
  • 002 Setup.mp4 (30.3 MB)
  • 002 Setup_en.vtt (7.3 KB)
  • 003 BONUS_ Learning Path.html (1.9 KB)
  • 004 Live Install and Verification.mp4 (19.2 MB)
  • 004 Live Install and Verification_en.vtt (5.9 KB)
  • 005 Coding Editors.mp4 (10.4 MB)
  • 005 Coding Editors_en.vtt (5.6 KB)
  • 006 Live Coding Editor Comparison.mp4 (34.2 MB)
  • 006 Live Coding Editor Comparison_en.vtt (7.8 KB)
  • 007 File Management.mp4 (5.3 MB)
  • 007 File Management_en.vtt (3.2 KB)
02 - Exploring Data Analysis
  • 001 Loading Data.mp4 (47.4 MB)
  • 001 Loading Data_en.vtt (8.9 KB)
  • 002 Loading Data - Practical Example.mp4 (58.1 MB)
  • 002 Loading Data - Practical Example_en.vtt (17.8 KB)
  • 003 Dataset Preparation - Practical Example.mp4 (44.0 MB)
  • 003 Dataset Preparation - Practical Example_en.vtt (19.1 KB)
  • 004 Dealing with Outliers - Practical Example.mp4 (61.9 MB)
  • 004 Dealing with Outliers - Practical Example_en.vtt (20.4 KB)
  • 005 1D Distribution Overview.mp4 (2.3 MB)
  • 005 1D Distribution Overview_en.vtt (1.2 KB)
  • 006 1D Histograms - Practical Example.mp4 (36.0 MB)
  • 006 1D Histograms - Practical Example_en.vtt (19.3 KB)
  • 007 1D Bee Swarm - Practical Example.mp4 (20.6 MB)
  • 007 1D Bee Swarm - Practical Example_en.vtt (8.2 KB)
  • 008 1D Box and Violin - Practical Example.mp4 (17.3 MB)
  • 008 1D Box and Violin - Practical Example_en.vtt (12.5 KB)
  • 009 1D Empirical CDF and Pandas Describe - Practical Example.mp4 (12.4 MB)
  • 009 1D Empirical CDF and Pandas Describe - Practical Example_en.vtt (9.6 KB)
  • 010 Higher Dimensional Distributions Overview.mp4 (4.4 MB)
  • 010 Higher Dimensional Distributions Overview_en.vtt (1.6 KB)
  • 011 ND Scatter Matrix - Practical Example.mp4 (51.7 MB)
  • 011 ND Scatter Matrix - Practical Example_en.vtt (11.2 KB)
  • 012 ND Correlation - Practical Example.mp4 (24.9 MB)
  • 012 ND Correlation - Practical Example_en.vtt (6.8 KB)
  • 013 2D Histograms, Contours and KDE - Practical Example.mp4 (46.6 MB)
  • 013 2D Histograms, Contours and KDE - Practical Example_en.vtt (13.6 KB)
  • 014 ND Scatter Probability - Practical Example.mp4 (62.7 MB)
  • 014 ND Scatter Probability - Practical Example_en.vtt (15.2 KB)
  • 015 Exploratory Data Analysis Summary.mp4 (9.1 MB)
  • 015 Exploratory Data Analysis Summary_en.vtt (3.8 KB)
  • 18960382-LoadingDatasets.zip (25.8 KB)
  • 18960392-PreparingDatasets.zip (17.5 KB)
  • 18960404-1D.zip (887.2 KB)
  • 18960406-1D.zip (887.2 KB)
  • 18960408-1D.zip (887.2 KB)
  • 18960410-1D.zip (887.2 KB)
  • 18960526-ND.zip (2.8 MB)
  • 18960576-ND.zip (2.8 MB)
  • 18960578-ND.zip (2.8 MB)
  • 18960600-ND.zip (2.8 MB)
  • 19052002-EDA-Cheatsheet.pdf (5.6 MB)
  • 19052222-Outliers.zip (565.7 KB)
  • [CourseClub.Me].url (0.1 KB)
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03 - Characterising
  • 001 Introduction - Why bother characterising_.mp4 (15.1 MB)
  • 001 Introduction - Why bother characterising__en.vtt (3.3 KB)
  • 002 Mean Median Mode - Practical Example.mp4 (43.6 MB)
  • 002 Mean Median Mode - Practical Example_en.vtt (18.0 KB)
  • 003 Widths - Practical Example.mp4 (11.5 MB)
  • 003 Widths - Practical Example_en.vtt (6.3 KB)
  • 004 Skewness and Kurtosis - Practical Example.mp4 (16.0 MB)
  • 004 Skewness and Kurtosis - Practical Example_en.vtt (8.4 KB)
  • 005 Percentiles - Practical Example.mp4 (18.3 MB)
  • 005 Percentiles - Practical Example_en.vtt (9.8 KB)
  • 006 Multivariate Distributions - Practical Example.mp4 (30.6 MB)
  • 006 Multivariate Distributions - Practical Example_en.vtt (16.2 KB)
  • 007 Summary.mp4 (7.7 MB)
  • 007 Summary_en.vtt (4.7 KB)
  • 18960602-Characterising1D.zip (581.7 KB)
  • 18960606-Characterising1D.zip (581.7 KB)
  • 18960608-Characterising1D.zip (581.7 KB)
  • 18960610-Characterising1D.zip (581.7 KB)
  • 18960624-CharacterisingND.zip (23.7 KB)
  • 19052048-SummaryAndProbability-Cheatsheet-Combined.pdf (5.7 MB)
04 - Probability
  • 001 Probability Refresher.mp4 (31.7 MB)
  • 001 Probability Refresher_en.vtt (7.4 KB)
  • 002 Introduction to Probability Distributions.mp4 (32.3 MB)
  • 002 Introduction to Probability Distributions_en.vtt (21.6 KB)
  • 003 Probability Distributions - Practical Example.mp4 (32.9 MB)
  • 003 Probability Distributions - Practical Example_en.vtt (13.4 KB)
  • 004 Probability Functions and Empirical Distributions.mp4 (15.8 MB)
  • 004 Probability Functions and Empirical Distributions_en.vtt (9.0 KB)
  • 005 Empirical Distributions - Practical Example.mp4 (87.3 MB)
  • 005 Empirical Distributions - Practical Example_en.vtt (32.3 KB)
  • 006 Introduction to Sampling and the Central Limit Theorem.mp4 (68.2 MB)
  • 006 Introduction to Sampling and the Central Limit Theorem_en.vtt (12.0 KB)
  • 007 Sampling Distributions - Practical Example.mp4 (60.9 MB)
  • 007 Sampling Distributions - Practical Example_en.vtt (22.1 KB)
  • 008 Extra Writeup_ More resources on sampling distributions.html (0.7 KB)
  • 009 Central Limit Theorem - Practical Example.mp4 (30.5 MB)
  • 009 Central Limit Theorem - Practical Example_en.vtt (12.2 KB)
  • 010 Summary.mp4 (6.4 MB)
  • 010 Summary_en.vtt (4.2 KB)
  • 18960634-Distributions.zip (224.2 KB)
  • 18960644-Empirical.zip (210.6 KB)
  • 18960744-Sampling.zip (559.2 KB)
  • 18960746-CLT.zip (148.7 KB)
  • 19052078-SummaryAndProbability-Cheatsheet-Combined.pdf (5.7 MB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
05 - Hypothesis Testing
  • 001 Introduction to Hypothesis Testing.mp4 (16.1 MB)
  • 001 Introduction to Hypothesis Testing_en.vtt (2.9 KB)
  • 002 Motivation Loaded Die - Practical Example.mp4 (18.6 MB)
  • 002 Motivation Loaded Die - Practical Example_en.vtt (10.1 KB)
  • 003 Basic Tests.mp4 (39.3 MB)
  • 003 Basic Tests_en.vtt (16.2 KB)
  • 004 Basic Tests Example - Asteroid Impacts.mp4 (66.5 MB)
  • 004 Basic Tests Example - Asteroid Impacts_en.vtt (26.4 KB)
  • 005 Introduction to Proportion Testing.mp4 (6.1 MB)
  • 005 Introduction to Proportion Testing_en.vtt (3.3 KB)
  • 006 Proportion Testing Example - Election Rigging.mp4 (38.0 MB)
  • 006 Proportion Testing Example - Election Rigging_en.vtt (16.1 KB)
  • 007 Pearsons Chi2 Test - Practical Example.mp4 (26.4 MB)
  • 007 Pearsons Chi2 Test - Practical Example_en.vtt (12.3 KB)
  • 008 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests.mp4 (53.5 MB)
  • 008 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests_en.vtt (17.2 KB)
  • 009 Extra Writeup_ All the ways to do A_B testing_.html (0.4 KB)
  • 010 Summary.mp4 (5.0 MB)
  • 010 Summary_en.vtt (3.2 KB)
  • 18960788-1-Loaded-Die.zip (97.1 KB)
  • 18960890-2-Meteorites.zip (1.0 MB)
  • 18960920-3-Election.zip (110.8 KB)
  • 18960930-4-Distributions.zip (73.5 KB)
  • 18960956-5-KS-and-AD.zip (119.0 KB)
  • 19052060-HypothesisTesting-Cheatsheet.pdf (4.6 MB)
06 - Conclusion
  • 001 Conclusion.mp4 (22.1 MB)
  • 001 Conclusion_en.vtt (13.4 KB)
  • 002 Extra_ Significance Hunting - What not to do_.mp4 (23.3 MB)
  • 002 Extra_ Significance Hunting - What not to do__en.vtt (8.2 KB)
  • 003 Extra_ Introduction to Gaussian Proccesses.mp4 (103.5 MB)
  • 003 Extra_ Introduction to Gaussian Proccesses_en.vtt (35.0 KB)
  • 004 Extra Prac - Cosmic Impact.mp4 (41.2 MB)
  • 004 Extra Prac - Cosmic Impact_en.vtt (15.0 KB)
  • 005 Extra Prac_ Car Emission Standards.mp4 (33.9 MB)
  • 005 Extra Prac_ Car Emission Standards_en.vtt (12.1 KB)
  • 006 Extra Prac_ Diagnosing Diabetes.mp4 (36.9 MB)
  • 006 Extra Prac_ Diagnosing Diabetes_en.vtt (22.5 KB)
  • 007 Extra Prac_ Numerical Uncertainty on Sales.mp4 (126.5 MB)
  • 007 Extra Prac_ Numerical Uncertainty on Sales_en.vtt (37.4 KB)
  • 18961008-Significance-Huntings.zip (5.5 KB)
  • 18961048-GaussianProccesses.zip (1.3 MB)
  • 18961068-Cosmic-Impacts.zip (367.4 KB)
  • 18961508-Emission.zip (112.8 KB)
  • 18961622-Diabetes.zip (902.1 KB)
  • 18961632-Sales.zip (6.3 MB)
  • 23769502-AllResources.zip (16.3 MB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
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