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001 Conclusion.mp4
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001 Introduction - Why bother characterising_.mp4
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001 Introduction to Hypothesis Testing.mp4
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001 Introduction.mp4
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001 Introduction_en.vtt
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001 Loading Data.mp4
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001 Probability Refresher.mp4
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002 Extra_ Significance Hunting - What not to do_.mp4
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002 Extra_ Significance Hunting - What not to do__en.vtt
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002 Introduction to Probability Distributions.mp4
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002 Introduction to Probability Distributions_en.vtt
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002 Loading Data - Practical Example.mp4
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002 Mean Median Mode - Practical Example.mp4
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002 Mean Median Mode - Practical Example_en.vtt
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002 Motivation Loaded Die - Practical Example.mp4
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002 Motivation Loaded Die - Practical Example_en.vtt
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002 Setup.mp4
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002 Setup_en.vtt
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003 BONUS_ Learning Path.html
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003 Basic Tests.mp4
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003 Dataset Preparation - Practical Example.mp4
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003 Dataset Preparation - Practical Example_en.vtt
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003 Extra_ Introduction to Gaussian Proccesses.mp4
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003 Probability Distributions - Practical Example.mp4
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003 Widths - Practical Example.mp4
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004 Basic Tests Example - Asteroid Impacts.mp4
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004 Basic Tests Example - Asteroid Impacts_en.vtt
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004 Dealing with Outliers - Practical Example.mp4
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004 Dealing with Outliers - Practical Example_en.vtt
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004 Extra Prac - Cosmic Impact.mp4
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004 Live Install and Verification.mp4
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004 Probability Functions and Empirical Distributions.mp4
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004 Probability Functions and Empirical Distributions_en.vtt
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004 Skewness and Kurtosis - Practical Example.mp4
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005 1D Distribution Overview.mp4
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005 Coding Editors.mp4
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005 Empirical Distributions - Practical Example.mp4
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005 Extra Prac_ Car Emission Standards.mp4
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005 Introduction to Proportion Testing.mp4
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005 Percentiles - Practical Example.mp4
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005 Percentiles - Practical Example_en.vtt
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006 1D Histograms - Practical Example.mp4
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006 1D Histograms - Practical Example_en.vtt
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006 Extra Prac_ Diagnosing Diabetes.mp4
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006 Extra Prac_ Diagnosing Diabetes_en.vtt
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006 Introduction to Sampling and the Central Limit Theorem.mp4
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006 Introduction to Sampling and the Central Limit Theorem_en.vtt
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006 Live Coding Editor Comparison.mp4
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006 Live Coding Editor Comparison_en.vtt
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006 Multivariate Distributions - Practical Example.mp4
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006 Multivariate Distributions - Practical Example_en.vtt
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006 Proportion Testing Example - Election Rigging.mp4
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006 Proportion Testing Example - Election Rigging_en.vtt
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007 1D Bee Swarm - Practical Example.mp4
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007 1D Bee Swarm - Practical Example_en.vtt
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007 Extra Prac_ Numerical Uncertainty on Sales.mp4
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007 Extra Prac_ Numerical Uncertainty on Sales_en.vtt
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007 File Management.mp4
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007 File Management_en.vtt
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007 Pearsons Chi2 Test - Practical Example.mp4
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007 Pearsons Chi2 Test - Practical Example_en.vtt
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007 Sampling Distributions - Practical Example.mp4
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007 Sampling Distributions - Practical Example_en.vtt
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007 Summary.mp4
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007 Summary_en.vtt
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008 1D Box and Violin - Practical Example.mp4
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008 1D Box and Violin - Practical Example_en.vtt
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008 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests.mp4
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008 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests_en.vtt
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008 Extra Writeup_ More resources on sampling distributions.html
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009 1D Empirical CDF and Pandas Describe - Practical Example.mp4
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009 1D Empirical CDF and Pandas Describe - Practical Example_en.vtt
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009 Central Limit Theorem - Practical Example.mp4
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009 Central Limit Theorem - Practical Example_en.vtt
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009 Extra Writeup_ All the ways to do A_B testing_.html
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010 Higher Dimensional Distributions Overview.mp4
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010 Higher Dimensional Distributions Overview_en.vtt
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010 Summary.mp4
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010 Summary_en.vtt
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011 ND Scatter Matrix - Practical Example.mp4
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011 ND Scatter Matrix - Practical Example_en.vtt
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012 ND Correlation - Practical Example.mp4
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012 ND Correlation - Practical Example_en.vtt
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013 2D Histograms, Contours and KDE - Practical Example.mp4
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013 2D Histograms, Contours and KDE - Practical Example_en.vtt
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014 ND Scatter Probability - Practical Example.mp4
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015 Exploratory Data Analysis Summary.mp4
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015 Exploratory Data Analysis Summary_en.vtt
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18960404-1D.zip
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18960744-Sampling.zip
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18960746-CLT.zip
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18960930-4-Distributions.zip
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18960956-5-KS-and-AD.zip
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18961008-Significance-Huntings.zip
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18961048-GaussianProccesses.zip
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18961068-Cosmic-Impacts.zip
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18961508-Emission.zip
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19052002-EDA-Cheatsheet.pdf
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19052060-HypothesisTesting-Cheatsheet.pdf
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23769502-AllResources.zip
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