Learning Python for Data Analysis and Visualization

Here you will find the Notebooks for my Udemy Course: https://www.udemy.com/learning-python-for-data-analysis-and-visualization/

Use the coupon DEAL19 for 90% off the course!

Name	Latest commit message	Commit time
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.ipynb_checkpoints	Added FAQ	Jun 13, 2015
.gitattributes	🎪 Added .gitattributes & .gitignore files	Feb 6, 2015
.gitignore	🎪 Added .gitattributes & .gitignore files	Feb 6, 2015
Course FAQ.ipynb	Added FAQ	Jun 13, 2015
Data Project - Election Analysis.ipynb
Data Project - Stock Market Analysis.ipynb	Fixed Typos	Apr 6, 2015
Intro to Data Project Section.ipynb	Final Titanic	Mar 30, 2015
Intro to Data Projects - Titanic.ipynb
Lec 10 - Array Transposition.ipynb	add nbs	Feb 7, 2015
Lec 11 - Universal Array Function.ipynb	add nbs	Feb 7, 2015
Lec 12 - Array Processing.ipynb
Lec 13 - Array Input and Output.ipynb	add nbs	Feb 7, 2015
Lec 14 - Series.ipynb	add nbs	Feb 7, 2015
Lec 15 - DataFrames.ipynb	Redid Lecture 15	May 18, 2015
Lec 16 - Index Objects.ipynb	add nbs	Feb 7, 2015
Lec 17 -Reindexing.ipynb	add nbs	Feb 7, 2015
Lec 18 -Drop Entry.ipynb
Lec 19 - Selecting Entries.ipynb	update20150217	Feb 18, 2015
Lec 20 - Data Alignment.ipynb	update20150217	Feb 18, 2015
Lec 21 - Rank and Sort.ipynb	update20150217	Feb 18, 2015
Lec 22 - Summary Statistics.ipynb
Lec 23 - Missing Data.ipynb	update20150217	Feb 18, 2015
Lec 24 - Index Hierarchy.ipynb	update20150217	Feb 18, 2015
Lec 25 - Reading and Writing Text Files.ipynb
Lec 26 - JSON with Python.ipynb	Add more lectures	Feb 23, 2015
Lec 27 - HTML with Python.ipynb	Add more lectures	Feb 23, 2015
Lec 28 - Excel with Python.ipynb
Lec 29 - Merge.ipynb	Add more lectures	Feb 23, 2015
Lec 30 -Merge on Index.ipynb	Add more lectures	Feb 23, 2015
Lec 31 - Concatenate.ipynb	Update Lec 31 - Concatenate.ipynb	Nov 10, 2015
Lec 32 - Combining DataFrames.ipynb	Add more lectures	Feb 23, 2015
Lec 33 - Reshaping.ipynb	Add more lectures	Feb 23, 2015
Lec 34 - Pivoting.ipynb
Lec 35 - Duplicates in DataFrames.ipynb	Add more lectures	Feb 23, 2015
Lec 36 - Mapping.ipynb	Add more lectures	Feb 23, 2015
Lec 37 - Replace.ipynb	Add more lectures	Feb 23, 2015
Lec 38 - Rename Index.ipynb	Add more lectures	Feb 23, 2015
Lec 39 - Binning.ipynb
Lec 40 - Outliers.ipynb	Add more lectures	Feb 23, 2015
Lec 41 - Permutation.ipynb	Add more lectures	Feb 23, 2015
Lec 42 - GroupBy on DataFrames.ipynb	Added lectures on aggregation and groupby	Feb 24, 2015
Lec 43 - Groupby on Dict and Series.ipynb	Added lectures on aggregation and groupby	Feb 24, 2015
Lec 44 - Aggregation.ipynb	Added lectures on aggregation and groupby	Feb 24, 2015
Lec 45 - Splitting, Applying and Combining.ipynb	Added lectures on aggregation and groupby	Feb 24, 2015
Lec 46 - Cross-Tabulation.ipynb	Added lectures on aggregation and groupby	Feb 24, 2015
Lec 47 - Installing Seaborn.ipynb	More lectures	Feb 25, 2015
Lec 48 - Histograms.ipynb	More lectures	Feb 25, 2015
Lec 49 - Kernel Density Estimation Plots.ipynb
Lec 50 - Combining Plot Styles.ipynb	More lectures	Feb 25, 2015
Lec 51 - Box and Violin Plots.ipynb
Lec 52 - Regression Plots.ipynb	More lectures	Feb 25, 2015
Lec 53 - Heatmaps and Clustered Matrices.ipynb	More lectures	Feb 25, 2015
Lec 7 - Creating Arrays.ipynb
Lec 8 - Using arrays and scalars.ipynb	add nbs	Feb 7, 2015
Lec 9 -Indexing Arrays.ipynb	add nbs	Feb 7, 2015
Lec_28_test.xlsx	Add more lectures	Feb 23, 2015
README.md	created readme	Sep 16, 2015
lec25.csv
lec25.txt
my_array.npy	add nbs	Feb 7, 2015
my_test_text.txt	add nbs	Feb 7, 2015
mytextdata_out.csv	Add more lectures	Feb 23, 2015
report_summaries_form_3p.csv
two_arrays.npz
winequality_red.csv	Added lectures on aggregation and groupby	Feb 24, 2015

jmportilla / Udemy-notes

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README.md

Learning Python for Data Analysis and Visualization