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1. Retrieves OpenStreetMap layers, spli... Retrieves OpenStreetMap layers, splits by category, and generates geopackages

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   ## Retrieves OpenStreetMap layers within specified bounding points

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   ## Splits the data by layer type and category

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   ## Generates geopackages to be placed in the specified output directory

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   import osmnx as ox

2. Cache dataframes to a Redis server Cache dataframes to a Redis server

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   ## Cache dataframes to a Redis server using a 'unitcode' (or identifier) column in combination with a timestamp. Use the pendulum start of the hour.

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   from timeit import default_timer

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   import pandas as pd

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   import redis

3. Function to create a SQL table from ... Function to create a SQL table from a parquet file

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   ## Create a SQL table from the given parquet file

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   import os

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   import pandas as pd

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   import pymssql

4. Simple linear regression exercise us... Simple linear regression exercise using real estate data - Udemy course

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   ## Udemy course simple linear regression exercise

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   ## Jupyter notebook

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   ## Real estate data with dependent variable - 'price' and independent variabe - 'size'

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   import numpy as np

5. Multiple linear regression exercise ... Multiple linear regression exercise using real estate data - Udemy course

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   ## Udemy course multiple linear regression exercise

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   ## Jupyter notebook

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   ## Real estate data

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   ## dependent variable is 'price'

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   ## independent variabes are 'size' and 'year'