Introduction
  • Introduction to the Course & Tips
  • Introduction to the Course & Tips [Video]
  • Python Language Basics & Running Jupyter
  • Python Language Basics & Running Jupyter [Video]
  • Pandas Basics - What are DataFrames? Reminds me of Excel & SQL
  • What are dataframes [Video]
  • Filtering DataFrames [Video]
Getting & Cleaning the Data
  • Download / Scrape Data
  • Download / Scrape Data [Video]
  • Data Cleaning & Preparation for Analysis - Missing Values, Data imputation
  • Data Cleaning & Preparation for Analysis [Video]
Wrangling the Data
  • Data Wrangling: Group by Join, Combine, Pivot, Melt and Reshape Part 1
  • Data Wrangling: Group by Join, Combine, Pivot, Melt and Reshape Part 2
  • Group by,Pivot and Melt
  • Joins & Union [Video]
  • EDA on New York Clinic Data / Attendees Data (Project)
  • Project DataFrames Joins & Group by [Video]
  • Time Series Data - String to Datetime
  • DateTime String to Datetime [Video]
  • DateTime Part 2 Shift and ReSample
  • DateTime Part 2 Shift and ReSample [Video]
Visualization
  • Create automatic visualizations with Matplotlib, Seaborne
  • Charts [Video]