[GigaCourse.Com] Udemy - Python for Statistical Analysis

• [GigaCourse.Com] Udemy - Python for Statistical Analysis
• 01 - Introduction/001 Introduction.mp4 55 MB
• 01 - Introduction/001 Introduction_en.vtt 12.9 KB
• 01 - Introduction/002 Setup.mp4 30.3 MB
• 01 - Introduction/002 Setup_en.vtt 7.3 KB
• 01 - Introduction/003 BONUS_ Learning Path.html 1.9 KB
• 01 - Introduction/004 Live Install and Verification.mp4 19.2 MB
• 01 - Introduction/004 Live Install and Verification_en.vtt 5.9 KB
• 01 - Introduction/005 Coding Editors.mp4 10.4 MB
• 01 - Introduction/005 Coding Editors_en.vtt 5.6 KB
• 01 - Introduction/006 Live Coding Editor Comparison.mp4 34.2 MB
• 01 - Introduction/006 Live Coding Editor Comparison_en.vtt 7.8 KB
• 01 - Introduction/007 File Management.mp4 5.3 MB
• 01 - Introduction/007 File Management_en.vtt 3.2 KB
• 02 - Exploring Data Analysis/001 Loading Data.mp4 47.4 MB
• 02 - Exploring Data Analysis/001 Loading Data_en.vtt 8.9 KB
• 02 - Exploring Data Analysis/002 Loading Data - Practical Example.mp4 58.1 MB
• 02 - Exploring Data Analysis/002 Loading Data - Practical Example_en.vtt 17.8 KB
• 02 - Exploring Data Analysis/003 Dataset Preparation - Practical Example.mp4 44 MB
• 02 - Exploring Data Analysis/003 Dataset Preparation - Practical Example_en.vtt 19.1 KB
• 02 - Exploring Data Analysis/004 Dealing with Outliers - Practical Example.mp4 61.9 MB
• 02 - Exploring Data Analysis/004 Dealing with Outliers - Practical Example_en.vtt 20.4 KB
• 02 - Exploring Data Analysis/005 1D Distribution Overview.mp4 2.3 MB
• 02 - Exploring Data Analysis/005 1D Distribution Overview_en.vtt 1.2 KB
• 02 - Exploring Data Analysis/006 1D Histograms - Practical Example.mp4 36 MB
• 02 - Exploring Data Analysis/006 1D Histograms - Practical Example_en.vtt 19.3 KB
• 02 - Exploring Data Analysis/007 1D Bee Swarm - Practical Example.mp4 20.6 MB
• 02 - Exploring Data Analysis/007 1D Bee Swarm - Practical Example_en.vtt 8.2 KB
• 02 - Exploring Data Analysis/008 1D Box and Violin - Practical Example.mp4 17.3 MB
• 02 - Exploring Data Analysis/008 1D Box and Violin - Practical Example_en.vtt 12.5 KB
• 02 - Exploring Data Analysis/009 1D Empirical CDF and Pandas Describe - Practical Example.mp4 12.4 MB
• 02 - Exploring Data Analysis/009 1D Empirical CDF and Pandas Describe - Practical Example_en.vtt 9.6 KB
• 02 - Exploring Data Analysis/010 Higher Dimensional Distributions Overview.mp4 4.4 MB
• 02 - Exploring Data Analysis/010 Higher Dimensional Distributions Overview_en.vtt 1.6 KB
• 02 - Exploring Data Analysis/011 ND Scatter Matrix - Practical Example.mp4 51.7 MB
• 02 - Exploring Data Analysis/011 ND Scatter Matrix - Practical Example_en.vtt 11.2 KB
• 02 - Exploring Data Analysis/012 ND Correlation - Practical Example.mp4 24.9 MB
• 02 - Exploring Data Analysis/012 ND Correlation - Practical Example_en.vtt 6.8 KB
• 02 - Exploring Data Analysis/013 2D Histograms, Contours and KDE - Practical Example.mp4 46.6 MB
• 02 - Exploring Data Analysis/013 2D Histograms, Contours and KDE - Practical Example_en.vtt 13.6 KB
• 02 - Exploring Data Analysis/014 ND Scatter Probability - Practical Example.mp4 62.7 MB
• 02 - Exploring Data Analysis/014 ND Scatter Probability - Practical Example_en.vtt 15.2 KB
• 02 - Exploring Data Analysis/015 Exploratory Data Analysis Summary.mp4 9.1 MB
• 02 - Exploring Data Analysis/015 Exploratory Data Analysis Summary_en.vtt 3.8 KB
• 02 - Exploring Data Analysis/18960382-LoadingDatasets.zip 25.8 KB
• 02 - Exploring Data Analysis/18960392-PreparingDatasets.zip 17.5 KB
• 02 - Exploring Data Analysis/18960404-1D.zip 887.2 KB
• 02 - Exploring Data Analysis/18960406-1D.zip 887.2 KB
• 02 - Exploring Data Analysis/18960408-1D.zip 887.2 KB
• 02 - Exploring Data Analysis/18960410-1D.zip 887.2 KB
• 02 - Exploring Data Analysis/18960526-ND.zip 2.8 MB
• 02 - Exploring Data Analysis/18960576-ND.zip 2.8 MB
• 02 - Exploring Data Analysis/18960578-ND.zip 2.8 MB
• 02 - Exploring Data Analysis/18960600-ND.zip 2.8 MB
• 02 - Exploring Data Analysis/19052002-EDA-Cheatsheet.pdf 5.6 MB
• 02 - Exploring Data Analysis/19052222-Outliers.zip 565.7 KB
• 03 - Characterising/001 Introduction - Why bother characterising_.mp4 15.1 MB
• 03 - Characterising/001 Introduction - Why bother characterising__en.vtt 3.3 KB
• 03 - Characterising/002 Mean Median Mode - Practical Example.mp4 43.6 MB
• 03 - Characterising/002 Mean Median Mode - Practical Example_en.vtt 18 KB
• 03 - Characterising/003 Widths - Practical Example.mp4 11.5 MB
• 03 - Characterising/003 Widths - Practical Example_en.vtt 6.3 KB
• 03 - Characterising/004 Skewness and Kurtosis - Practical Example.mp4 16 MB
• 03 - Characterising/004 Skewness and Kurtosis - Practical Example_en.vtt 8.4 KB
• 03 - Characterising/005 Percentiles - Practical Example.mp4 18.3 MB
• 03 - Characterising/005 Percentiles - Practical Example_en.vtt 9.8 KB
• 03 - Characterising/006 Multivariate Distributions - Practical Example.mp4 30.6 MB
• 03 - Characterising/006 Multivariate Distributions - Practical Example_en.vtt 16.2 KB
• 03 - Characterising/007 Summary.mp4 7.7 MB
• 03 - Characterising/007 Summary_en.vtt 4.7 KB
• 03 - Characterising/18960602-Characterising1D.zip 581.7 KB
• 03 - Characterising/18960606-Characterising1D.zip 581.7 KB
• 03 - Characterising/18960608-Characterising1D.zip 581.7 KB
• 03 - Characterising/18960610-Characterising1D.zip 581.7 KB
• 03 - Characterising/18960624-CharacterisingND.zip 23.7 KB
• 03 - Characterising/19052048-SummaryAndProbability-Cheatsheet-Combined.pdf 5.7 MB
• 04 - Probability/001 Probability Refresher.mp4 31.7 MB
• 04 - Probability/001 Probability Refresher_en.vtt 7.4 KB
• 04 - Probability/002 Introduction to Probability Distributions.mp4 32.3 MB
• 04 - Probability/002 Introduction to Probability Distributions_en.vtt 21.6 KB
• 04 - Probability/003 Probability Distributions - Practical Example.mp4 32.9 MB
• 04 - Probability/003 Probability Distributions - Practical Example_en.vtt 13.4 KB
• 04 - Probability/004 Probability Functions and Empirical Distributions.mp4 15.8 MB
• 04 - Probability/004 Probability Functions and Empirical Distributions_en.vtt 9 KB
• 04 - Probability/005 Empirical Distributions - Practical Example.mp4 87.3 MB
• 04 - Probability/005 Empirical Distributions - Practical Example_en.vtt 32.3 KB
• 04 - Probability/006 Introduction to Sampling and the Central Limit Theorem.mp4 68.2 MB
• 04 - Probability/006 Introduction to Sampling and the Central Limit Theorem_en.vtt 12 KB
• 04 - Probability/007 Sampling Distributions - Practical Example.mp4 60.9 MB
• 04 - Probability/007 Sampling Distributions - Practical Example_en.vtt 22.1 KB
• 04 - Probability/008 Extra Writeup_ More resources on sampling distributions.html 720 B
• 04 - Probability/009 Central Limit Theorem - Practical Example.mp4 30.5 MB
• 04 - Probability/009 Central Limit Theorem - Practical Example_en.vtt 12.2 KB
• 04 - Probability/010 Summary.mp4 6.4 MB
• 04 - Probability/010 Summary_en.vtt 4.2 KB
• 04 - Probability/18960634-Distributions.zip 224.2 KB

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