Filename | Size |
| 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 |