Python-for-Data-Science-for-Dummies-2

Python for Data Science for Dummies 2

This repository is just to storage the lessons while studying Python and Anaconda IDLE with Jupyter Notebook to create a trace.

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Name		Name	Last commit message	Last commit date
BELLS.WAV		BELLS.WAV
Colors.txt		Colors.txt
MySamplePlot.png		MySamplePlot.png
P4DS4D; 01; Quick Overview.ipynb		P4DS4D; 01; Quick Overview.ipynb
P4DS4D; 03; Dataset Load.ipynb		P4DS4D; 03; Dataset Load.ipynb
P4DS4D; 03; Sample.ipynb		P4DS4D; 03; Sample.ipynb
P4DS4D; 05; Dataset Load.ipynb		P4DS4D; 05; Dataset Load.ipynb
P4DS4D; 06; Getting Your Data in Shape.ipynb		P4DS4D; 06; Getting Your Data in Shape.ipynb
P4DS4D; 07; Shaping Data.ipynb		P4DS4D; 07; Shaping Data.ipynb
P4DS4D; 08; Operations on Arrays and Matrices.ipynb		P4DS4D; 08; Operations on Arrays and Matrices.ipynb
P4DS4D; 09; Getting a Crash Course in MatPlotLib.ipynb		P4DS4D; 09; Getting a Crash Course in MatPlotLib.ipynb
P4DS4D; 10; Visualizing the Data.ipynb		P4DS4D; 10; Visualizing the Data.ipynb
P4DS4D; 11; Understanding the Tools.ipynb		P4DS4D; 11; Understanding the Tools.ipynb
P4DS4D; 12; Stretching Pythons Capabilities.ipynb		P4DS4D; 12; Stretching Pythons Capabilities.ipynb
P4DS4D; 13; Exploring Data Analysis.ipynb		P4DS4D; 13; Exploring Data Analysis.ipynb
P4DS4D; 14; Reducing Dimensionality.ipynb		P4DS4D; 14; Reducing Dimensionality.ipynb
P4DS4D; 15; Clustering.ipynb		P4DS4D; 15; Clustering.ipynb
P4DS4D; 16; Outliers.ipynb		P4DS4D; 16; Outliers.ipynb
P4DS4D; 17; Exploring Four Simple and Effective Algorithms.ipynb		P4DS4D; 17; Exploring Four Simple and Effective Algorithms.ipynb
P4DS4D; 18; Performing Cross Validation, Selection and Optimization.ipynb		P4DS4D; 18; Performing Cross Validation, Selection and Optimization.ipynb
P4DS4D; 19; Increasing Complexity.ipynb		P4DS4D; 19; Increasing Complexity.ipynb
P4DS4D; 19; SVM.ipynb		P4DS4D; 19; SVM.ipynb
P4DS4D; 20; Understanding the Power of the Many.ipynb		P4DS4D; 20; Understanding the Power of the Many.ipynb
P4DS4D; PP02; Viewing Data Results a Step at a Time.ipynb		P4DS4D; PP02; Viewing Data Results a Step at a Time.ipynb
P4DS4D; PP03; Plotting a Sound File.ipynb		P4DS4D; PP03; Plotting a Sound File.ipynb
P4DS4D; PP04; Performing an FFT on a Sound File.ipynb		P4DS4D; PP04; Performing an FFT on a Sound File.ipynb
P4DS4D; PP05; Performing Sentiment Analysis on Twitter.ipynb		P4DS4D; PP05; Performing Sentiment Analysis on Twitter.ipynb
README.md		README.md
Values.xls		Values.xls
XMLData.xml		XMLData.xml
XMLData2.xml		XMLData2.xml
XMLData2.zip		XMLData2.zip
titanic.csv		titanic.csv

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