├── .gitattributes ├── .ipynb_checkpoints ├── Lecture 10 - Array Transposition-checkpoint.ipynb ├── Lecture 11 - Universal Array Functions-checkpoint.ipynb ├── Lecture 12 - Array Processing-checkpoint.ipynb ├── Lecture 13 - Array Input and Output-checkpoint.ipynb ├── Lecture 14 - Series-checkpoint.ipynb ├── Lecture 15 - DataFrame-checkpoint.ipynb ├── Lecture 16 - Index Objects-checkpoint.ipynb ├── Lecture 17 - Reindex-checkpoint.ipynb ├── Lecture 18 - Drop Entry-checkpoint.ipynb ├── Lecture 19 - Selecting Entries-checkpoint.ipynb ├── Lecture 20 - Data Alignment-checkpoint.ipynb ├── Lecture 21 - Rank and Sort-checkpoint.ipynb ├── Lecture 22 - Summary Statistics-checkpoint.ipynb ├── Lecture 23 - Missing Data-checkpoint.ipynb ├── Lecture 24 - Index Hierarchy-checkpoint.ipynb ├── Lecture 25 - Reading and Writing Text Files-checkpoint.ipynb ├── Lecture 26 - JSON with Python-checkpoint.ipynb ├── Lecture 27 - HTML with Python-checkpoint.ipynb ├── Lecture 28 - Excel with Python-checkpoint.ipynb ├── Lecture 29 - Merge-checkpoint.ipynb ├── Lecture 30 - Merge on Index-checkpoint.ipynb ├── Lecture 31 - Concatenate-checkpoint.ipynb ├── Lecture 32 - Combining DataFrames-checkpoint.ipynb ├── Lecture 33 - Reshaping-checkpoint.ipynb ├── Lecture 34 - Pivoting-checkpoint.ipynb ├── Lecture 35 - Duplicates in DataFrames-checkpoint.ipynb ├── Lecture 36 - Mapping-checkpoint.ipynb ├── Lecture 37 - Replace-checkpoint.ipynb ├── Lecture 38 - Rename Index-checkpoint.ipynb ├── Lecture 39 - Binning-checkpoint.ipynb ├── Lecture 40 - Outliers-checkpoint.ipynb ├── Lecture 41 - Permutation-checkpoint.ipynb ├── Lecture 42 - Groupby on DataFrames-checkpoint.ipynb ├── Lecture 43 - GroupBy on Dict and Series-checkpoint.ipynb ├── Lecture 44 - Aggregation-checkpoint.ipynb ├── Lecture 45 - Split Applying and Combining-checkpoint.ipynb ├── Lecture 46 - Cross Tabulation-checkpoint.ipynb ├── Lecture 47 - Installing Seaborn-checkpoint.ipynb ├── Lecture 48 - Histograms-checkpoint.ipynb ├── Lecture 49 - Kernel Density Estimation Plots-checkpoint.ipynb ├── Lecture 50 = Combining Plot Styles-checkpoint.ipynb ├── Lecture 51 - Box and Violin Plots-checkpoint.ipynb ├── Lecture 52 - Regression Plots-checkpoint.ipynb ├── Lecture 53 - Heatmaps and Clustered Matrices-checkpoint.ipynb ├── Lecture 7 - Creating arrays-checkpoint.ipynb ├── Lecture 8 - Using arrays and scalars-checkpoint.ipynb ├── Lecture 9 - Indexing Arrays-checkpoint.ipynb ├── Python Overview Part 1-checkpoint.ipynb ├── Python Overview Part 2-checkpoint.ipynb └── Python Overview Part 3-checkpoint.ipynb ├── Lec_28_test.xlsx ├── Lecture 10 - Array Transposition.ipynb ├── Lecture 11 - Universal Array Functions.ipynb ├── Lecture 12 - Array Processing.ipynb ├── Lecture 13 - Array Input and Output.ipynb ├── Lecture 14 - Series.ipynb ├── Lecture 15 - DataFrame.ipynb ├── Lecture 16 - Index Objects.ipynb ├── Lecture 17 - Reindex.ipynb ├── Lecture 18 - Drop Entry.ipynb ├── Lecture 19 - Selecting Entries.ipynb ├── Lecture 20 - Data Alignment.ipynb ├── Lecture 21 - Rank and Sort.ipynb ├── Lecture 22 - Summary Statistics.ipynb ├── Lecture 23 - Missing Data.ipynb ├── Lecture 24 - Index Hierarchy.ipynb ├── Lecture 25 - Reading and Writing Text Files.ipynb ├── Lecture 26 - JSON with Python.ipynb ├── Lecture 27 - HTML with Python.ipynb ├── Lecture 28 - Excel with Python.ipynb ├── Lecture 29 - Merge.ipynb ├── Lecture 30 - Merge on Index.ipynb ├── Lecture 31 - Concatenate.ipynb ├── Lecture 32 - Combining DataFrames.ipynb ├── Lecture 33 - Reshaping.ipynb ├── Lecture 34 - Pivoting.ipynb ├── Lecture 35 - Duplicates in DataFrames.ipynb ├── Lecture 36 - Mapping.ipynb ├── Lecture 37 - Replace.ipynb ├── Lecture 38 - Rename Index.ipynb ├── Lecture 39 - Binning.ipynb ├── Lecture 40 - Outliers.ipynb ├── Lecture 41 - Permutation.ipynb ├── Lecture 42 - Groupby on DataFrames.ipynb ├── Lecture 43 - GroupBy on Dict and Series.ipynb ├── Lecture 44 - Aggregation.ipynb ├── Lecture 45 - Split Applying and Combining.ipynb ├── Lecture 46 - Cross Tabulation.ipynb ├── Lecture 47 - Installing Seaborn.ipynb ├── Lecture 48 - Histograms.ipynb ├── Lecture 49 - Kernel Density Estimation Plots.ipynb ├── Lecture 50 = Combining Plot Styles.ipynb ├── Lecture 51 - Box and Violin Plots.ipynb ├── Lecture 52 - Regression Plots.ipynb ├── Lecture 53 - Heatmaps and Clustered Matrices.ipynb ├── Lecture 7 - Creating arrays.ipynb ├── Lecture 8 - Using arrays and scalars.ipynb ├── Lecture 9 - Indexing Arrays.ipynb ├── Projects ├── Stock Market Analysis │ ├── .ipynb_checkpoints │ │ └── Stock Market Analysis-checkpoint.ipynb │ └── Stock Market Analysis.ipynb └── Titanic Project │ ├── .ipynb_checkpoints │ └── Titanic Intro Project-checkpoint.ipynb │ └── Titanic Intro Project.ipynb ├── Python Overview Part 1.ipynb ├── Python Overview Part 2.ipynb ├── Python Overview Part 3.ipynb ├── lec25.csv ├── myarray.npy ├── mytextarray.txt ├── mytextdata_out.csv ├── winequality_red.csv └── ziparray.npz /.gitattributes: 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