{ "item_title" : "Basic Python for Data Management, Finance, and Marketing", "item_author" : [" Art Yudin "], "item_description" : "Basic Python for Data Management, Finance, and Marketing1. Getting started with Python- Variables and numeric data types - Python containers to hold our data- Definite loops- Building a mortgage calculator2. Writing your own Python scripts- Custom functions- Indefinite loops- Immutable containers - tuples- Pseudo code to problem solving3. Extending Excel with Python- Dictionaries- Reading and writing csv files with Python- CSV and Urllib modules 4. Data Analysis with NumPy and Pandas- NumPy as an extension of Python - Series and DataFrame- Manipulate and plot data with Pandas5. Solving common problems with Pandas - Concatinate and merge datasets - Group by keys- How to use logic in Pandas 6. Gathering data with Python- Web Scraping with Python - Reading PDF files with Python- Cleaning data- Storing data7. Building predictive models - User authentication- Linear reression- K-nearest- CART - decision tree- Matplotlib to plot data8. Automating tasks with Python- Sending emails- Deploying your script to a server- Running tasks at specific time", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/1/48/427/188/1484271882_b.jpg", "price_data" : { "retail_price" : "64.99", "online_price" : "64.99", "our_price" : "64.99", "club_price" : "64.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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