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| − | ==Data Analysis with Pandas==
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| − | * 1.1 Stuff
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| − | **1.1.1 More Stuff
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| − | for i = 5
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| − | next i
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| − | <PRE>
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| − | this is code
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| − | </PRE>
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| − | ==Next Section==
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| − | '''1. Data Analysis with Pandas'''
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| − | 1.1 Number Crunching with Python
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| − | * Python Fundamentals [''I think we can skip this it would be too basic'']
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| − | * Numpy Fundamentals - ''chap 4''
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| − | --> Creating Arrays
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| − | --> Basic Indexing and slicing
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| − | --> Data Processing using Arrays
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| − | => Basic Indexing and slicing
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| − | * Pandas Data Structure - ''chap 5 and [http://www.ideal.ece.utexas.edu/courses/ee380l_ese/ppt/Research_Paper_Presentation_Pandas_Moshiul_Arefin.pdf]''
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| − | --> Series
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| − | => Working with Index
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| − | => Operations - Filtering
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| − | => Incomplete Data
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| − | --> Data Frame ''page 115''
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| − | => Creating Data Frame
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| − | => Operations on columns and rows
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| − | => Essential Function - Reindexing, Indexing and filtering
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| − | 1.2 Data Analysis
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| − | * Reading and Writing Data - ''chap 6- page 155,163''
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| − | --> Importing Data using Pandas
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| − | --> Importing data without pandas
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| − | --> Saving and exporting data using pandas
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| − | --> Saving and exporting data widout pandas
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| − | * Pre-processing Data - ''chap 5- Page 142,145''
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| − | * Date and Time - ''Page 290,298 and [https://www.kevinsheppard.com/images/0/09/Python_introduction.pdf]''
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| − | --> Creating Date and Time
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| − | --> Date Mathematics
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| − | --> Time Series Plotting ['' Page 319-323 Note:This can be added in graphs'']
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| − | * Graphs - ''chap 8 Note: Perfect''
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| − | * Statistical Function - ''chap 5- page 137-141 Note: We can add more or merge this with some other section I feel this is important''
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| − | '''2. Machine Learning'''
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| − | '''3. Machine Learning for trading'''
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