| UD434/01 Introduction/001 Introduction.mp4 |
45.4 MB |
| UD434/01 Introduction/002 Setup.mp4 |
30.3 MB |
| UD434/01 Introduction/003 BONUS Learning Path.html |
2 KB |
| UD434/01 Introduction/004 Live Install and Verification.mp4 |
28.7 MB |
| UD434/01 Introduction/005 Coding Editors.mp4 |
28.8 MB |
| UD434/01 Introduction/006 Live Coding Editor Comparison.mp4 |
51.7 MB |
| UD434/01 Introduction/007 File Management.mp4 |
14.3 MB |
| UD434/02 Exploring Data Analysis/008 Loading Data.mp4 |
47.4 MB |
| UD434/02 Exploring Data Analysis/009 Loading Data - Practical Example.mp4 |
85.7 MB |
| UD434/02 Exploring Data Analysis/009 LoadingDatasets.zip |
26 KB |
| UD434/02 Exploring Data Analysis/010 Dataset Preparation - Practical Example.mp4 |
80 MB |
| UD434/02 Exploring Data Analysis/010 PreparingDatasets.zip |
17 KB |
| UD434/02 Exploring Data Analysis/011 Dealing with Outliers - Practical Example.mp4 |
68 MB |
| UD434/02 Exploring Data Analysis/011 Outliers.zip |
566 KB |
| UD434/02 Exploring Data Analysis/012 1D Distribution Overview.mp4 |
6.4 MB |
| UD434/02 Exploring Data Analysis/013 1D Histograms - Practical Example.mp4 |
66.3 MB |
| UD434/02 Exploring Data Analysis/013 1D.zip |
887 KB |
| UD434/02 Exploring Data Analysis/014 1D Bee Swarm - Practical Example.mp4 |
30.2 MB |
| UD434/02 Exploring Data Analysis/014 1D.zip |
887 KB |
| UD434/02 Exploring Data Analysis/015 1D Box and Violin - Practical Example.mp4 |
32.3 MB |
| UD434/02 Exploring Data Analysis/015 1D.zip |
887 KB |
| UD434/02 Exploring Data Analysis/016 1D Empirical CDF and Pandas Describe - Practical Example.mp4 |
26.5 MB |
| UD434/02 Exploring Data Analysis/016 1D.zip |
887 KB |
| UD434/02 Exploring Data Analysis/017 Higher Dimensional Distributions Overview.mp4 |
11.7 MB |
| UD434/02 Exploring Data Analysis/018 ND Scatter Matrix - Practical Example.mp4 |
75 MB |
| UD434/02 Exploring Data Analysis/018 ND.zip |
2.8 MB |
| UD434/02 Exploring Data Analysis/019 ND Correlation - Practical Example.mp4 |
36.7 MB |
| UD434/02 Exploring Data Analysis/019 ND.zip |
2.8 MB |
| UD434/02 Exploring Data Analysis/020 2D Histograms Contours and KDE - Practical Example.mp4 |
64 MB |
| UD434/02 Exploring Data Analysis/020 ND.zip |
2.8 MB |
| UD434/02 Exploring Data Analysis/021 ND Scatter Probability - Practical Example.mp4 |
78.5 MB |
| UD434/02 Exploring Data Analysis/021 ND.zip |
2.8 MB |
| UD434/02 Exploring Data Analysis/022 EDA-Cheatsheet.pdf |
5.6 MB |
| UD434/02 Exploring Data Analysis/022 Exploratory Data Analysis Summary.mp4 |
19.3 MB |
| UD434/03 Characterising/023 Introduction - Why bother characterising.mp4 |
15.1 MB |
| UD434/03 Characterising/024 Characterising1D.zip |
582 KB |
| UD434/03 Characterising/024 Mean Median Mode - Practical Example.mp4 |
61.5 MB |
| UD434/03 Characterising/025 Characterising1D.zip |
582 KB |
| UD434/03 Characterising/025 Widths - Practical Example.mp4 |
22.9 MB |
| UD434/03 Characterising/026 Characterising1D.zip |
582 KB |
| UD434/03 Characterising/026 Skewness and Kurtosis - Practical Example.mp4 |
32.3 MB |
| UD434/03 Characterising/027 Characterising1D.zip |
582 KB |
| UD434/03 Characterising/027 Percentiles - Practical Example.mp4 |
33.2 MB |
| UD434/03 Characterising/028 CharacterisingND.zip |
24 KB |
| UD434/03 Characterising/028 Multivariate Distributions - Practical Example.mp4 |
57 MB |
| UD434/03 Characterising/029 Summary.mp4 |
20.3 MB |
| UD434/03 Characterising/029 SummaryAndProbability-Cheatsheet-Combined.pdf |
5.7 MB |
| UD434/04 Probability/030 Probability Refresher.mp4 |
31.7 MB |
| UD434/04 Probability/031 Introduction to Probability Distributions.mp4 |
68.7 MB |
| UD434/04 Probability/032 Distributions.zip |
224 KB |
| UD434/04 Probability/032 Probability Distributions - Practical Example.mp4 |
41.3 MB |
| UD434/04 Probability/033 Probability Functions and Empirical Distributions.mp4 |
48.2 MB |
| UD434/04 Probability/034 Empirical Distributions - Practical Example.mp4 |
125.4 MB |
| UD434/04 Probability/034 Empirical.zip |
211 KB |
| UD434/04 Probability/035 Introduction to Sampling and the Central Limit Theorem.mp4 |
86.3 MB |
| UD434/04 Probability/036 Sampling Distributions - Practical Example.mp4 |
89.1 MB |
| UD434/04 Probability/036 Sampling.zip |
559 KB |
| UD434/04 Probability/037 Central Limit Theorem - Practical Example.mp4 |
44 MB |
| UD434/04 Probability/037 CLT.zip |
149 KB |
| UD434/04 Probability/038 Summary.mp4 |
17.3 MB |
| UD434/04 Probability/038 SummaryAndProbability-Cheatsheet-Combined.pdf |
5.7 MB |
| UD434/05 Hypothesis Testing/039 Introduction to Hypothesis Testing.mp4 |
16.1 MB |
| UD434/05 Hypothesis Testing/040 1-Loaded-Die.zip |
97 KB |
| UD434/05 Hypothesis Testing/040 Motivation Loaded Die - Practical Example.mp4 |
28.9 MB |
| UD434/05 Hypothesis Testing/041 Basic Tests.mp4 |
103.9 MB |
| UD434/05 Hypothesis Testing/042 2-Meteorites.zip |
1 MB |
| UD434/05 Hypothesis Testing/042 Basic Tests Example - Asteroid Impacts.mp4 |
94.2 MB |
| UD434/05 Hypothesis Testing/043 Introduction to Proportion Testing.mp4 |
17.2 MB |
| UD434/05 Hypothesis Testing/044 3-Election.zip |
111 KB |
| UD434/05 Hypothesis Testing/044 Proportion Testing Example - Election Rigging.mp4 |
51.9 MB |
| UD434/05 Hypothesis Testing/045 4-Distributions.zip |
73 KB |
| UD434/05 Hypothesis Testing/045 Pearsons Chi2 Test - Practical Example.mp4 |
36.6 MB |
| UD434/05 Hypothesis Testing/046 5-KS-and-AD.zip |
119 KB |
| UD434/05 Hypothesis Testing/046 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests.mp4 |
70.8 MB |
| UD434/05 Hypothesis Testing/047 HypothesisTesting-Cheatsheet.pdf |
4.6 MB |
| UD434/05 Hypothesis Testing/047 Summary.mp4 |
13.7 MB |
| UD434/06 Conclusion/048 AllResources.zip |
16.3 MB |
| UD434/06 Conclusion/048 Conclusion.mp4 |
65.3 MB |
| UD434/06 Conclusion/049 Extra Significance Hunting - What not to do.mp4 |
32.8 MB |
| UD434/06 Conclusion/049 Significance-Huntings.zip |
6 KB |
| UD434/06 Conclusion/050 Extra Introduction to Gaussian Proccesses.mp4 |
152.4 MB |
| UD434/06 Conclusion/050 GaussianProccesses.zip |
1.3 MB |
| UD434/06 Conclusion/051 Cosmic-Impacts.zip |
367 KB |
| UD434/06 Conclusion/051 Extra Prac - Cosmic Impact.mp4 |
58.6 MB |
| UD434/06 Conclusion/052 Emission.zip |
113 KB |
| UD434/06 Conclusion/052 Extra Prac Car Emission Standards.mp4 |
40.9 MB |
| UD434/06 Conclusion/053 Diabetes.zip |
902 KB |
| UD434/06 Conclusion/053 Extra Prac Diagnosing Diabetes.mp4 |
96.4 MB |
| UD434/06 Conclusion/054 Extra Prac Numerical Uncertainty on Sales.mp4 |
165.1 MB |
| UD434/06 Conclusion/054 Sales.zip |
6.3 MB |
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