In-Draft
This page is all about data collection and Exploratory Data Analysis. Here we provide the knowledge concepts and the tools to do the job, which depends on your analytic ecosystem;)
A Comprehensive guide to Data Exploration - A Complete Tutorial which teaches Data Exploration in detail (analyticsvidhya.com)
Analyticsvidhya.com is one of the most frequently referenced websites for data science
Data Cleaning 101 - Data Cleaning 101. Back in December I announced I was… | by Brendan Bailey | Towards Data Science
Towards Data Science is the "medium" for Data Science. You will come here often in your data science career, maybe even publish.
Free Statistical Software: Free Statistics - Free Statistical Software
Be careful, 'free' is usually 'unpatched'
Python Library - Pandas Profiling to automate EDA - pandas-profiling · PyPI
Alteryx - Costs money but great GUI tool
AWS Glue DataBrew | Visual Data Preparation | Amazon Web Services
Python Library - SHAP for ML output explanation: Welcome to the SHAP documentation — SHAP latest documentation