UD436 | F7D2B281FB81AA80256B24BEAF6A9F80FF961BE5

UD436

Name	UD436	DOWNLOAD Copy Link
Total Size	3.0 GB
Total Files	57
Hash	F7D2B281FB81AA80256B24BEAF6A9F80FF961BE5

/01 Introduction/
001 Introduction.mp4	35.8 MB
002 Who Am I And how to get help.mp4	26.8 MB
003 BONUS Learning Path.html	2.3 KB
004 Setting up python and editors.mp4	55.0 MB
005 Live Install.mp4	37.7 MB
006 Get the materials.html	1.2 KB
/02 Dataset Basics/
007 Finding Datasets.mp4	30.1 MB
008 Jupyter Notebooks and Loading Data.mp4	72.5 MB
009 Pandas vs Numpy.mp4	36.2 MB
010 Creating DataFrames.mp4	16.8 MB
011 Saving and Serialising.mp4	48.2 MB
012 Inspecting DataFrames.mp4	36.4 MB
/03 Visual exploration/
013 Introduction and super basic plots.mp4	47.8 MB
014 Pandas vs Matplotlib.mp4	50.0 MB
015 Visualising 1D distributions.mp4	52.0 MB
016 Visualising 2D distributions.mp4	95.9 MB
017 Styling Pandas Table outputs.mp4	52.5 MB
018 Higher dimension visualisations.mp4	71.2 MB
019 Summary.mp4	16.4 MB
/04 Basic Data Manipulations/
020 Introduction Labelling and Ordering.mp4	73.4 MB
021 Slicing and Filtering.mp4	70.4 MB
022 Replacing and Thresholding.mp4	34.1 MB
023 Removing and adding data.mp4	69.6 MB
024 Apply map and vectorised functions.mp4	54.5 MB
025 Summary.mp4	14.5 MB
/05 Grouping/
026 Introduction and motivation.mp4	15.8 MB
027 Basic grouping syntax.mp4	68.9 MB
028 Intelligent imputation.mp4	42.8 MB
029 Grouping aggregation.mp4	46.0 MB
030 Summary.mp4	23.3 MB
/06 Merging/
031 Introduction and basic syntax.mp4	74.0 MB
032 Different types of merging.mp4	88.0 MB
033 Helpful merging functions.mp4	55.7 MB
034 Summary.mp4	14.8 MB
/07 Advanced Manipulation - MultiIndex Pivoting and more/
035 Introduction and basic MultiIndexes.mp4	69.3 MB
036 MultiIndex II - MultiIndex Strikes Back.mp4	56.5 MB
037 Stacking and Unstacking.mp4	96.4 MB
038 Pivoting.mp4	97.0 MB
039 Pivot Margins.mp4	89.3 MB
040 Crosstab.mp4	48.0 MB
041 Melting.mp4	33.2 MB
042 Summary.mp4	35.2 MB
/08 Time Series Data/
043 Introduction and the Datetime Index.mp4	58.2 MB
044 Reindexing.mp4	66.1 MB
045 Resampling.mp4	72.9 MB
046 Rolling functions.mp4	69.9 MB
047 Time Zones.mp4	57.3 MB
048 Summary.mp4	24.9 MB
/09 Conclusion/
049 A recap and a thank you.mp4	26.6 MB
050 Extra - Customising Jupyter Notebooks.mp4	75.1 MB
051 Extra - Chapter 2 Data Runthrough.mp4	21.8 MB
052 Extra - Chapter 3 Visualisation Runthrough.mp4	112.3 MB
053 Extra - Chapter 4 Basics Runthrough.mp4	46.1 MB
054 Extra - Chapter 5 Grouping Runthrough.mp4	82.6 MB
055 Extra - Chapter 6 Merging Runthrough.mp4	85.5 MB
056 Extra - Chapter 7 Advanced Runthrough.mp4	85.1 MB
057 Extra - Chapter 8 TimeSeries Runthrough.mp4	80.0 MB
Total files 57