Welcome to Spark's data science resources repository! This repo contains guides and tutorials aimed at providing the necessary skills and knowledge for various data science projects.
Currently, there are a collection of detailed guides covering various aspects of data science:
-
Exploratory Data Analysis (EDA) Guide: Learn the fundamentals of EDA, a critical step in any data science project. Gain insights into your data’s underlying patterns, characteristics, and outliers.
-
Geopandas for Spatial Analysis: A guide that dives into utilizing Geopandas for spatial data analysis.
-
Census Data Guide: Explore the utilization of census data. This guide offers a comprehensive walkthrough on accessing, understanding, and manipulating census data for various applications.
Feel free to downlaod and explore each guide, just navigate to the respective directory and follow the README which provides an overview of the guide.