Page Index - upalr/Python-camp GitHub Wiki

61 page(s) in this GitHub Wiki:

• Home
• 1. Basics of Relational Databases
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• 1. Data ingestion & inspection
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• 1. Exploring your data
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• 1. Extracting and transforming data
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• 1. Importing data from the Internet
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• 1. Introduction and flat files
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• 1. Using iterators in PythonLand
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• 1. Writing your own functions
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• 2. Advanced indexing
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• 2. Applying Filtering, Ordering and Grouping to Queries
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• 2. Default arguments, variable (args, kwargs)
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• 2. Exploratory data analysis
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• 2. Importing data from other file types
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• 2. Interacting with APIs to import data from the web
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• 2. List comprehensions and genera
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• 2. Tidying data for analysis
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• 3. Advanced SQLAlchemy Queries
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• 3. Bringing it all together!
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• 3. Combining data for analysis
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• 3. Diving deep into the Twitter API
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• 3. Lambda functions and error handling
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• 3. Rearranging and reshaping data
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• 3. Time series in pandas
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• 3. Working with relational database
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• 4. Case Study Sunlight in Austin
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• 4. Cleaning data for analysis
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• 4. Creating and Manipulating your own Databases
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• 4. Grouping data(unique)
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• 5. Bringing it all together
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• 5. Case study
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