Data Science Fundamentals

  1. 1. What Data Science Actually Is & The Data Science Workflow
  2. 2. NumPy Fundamentals
  3. 3. Pandas Fundamentals — Series & DataFrame
  4. 4. Data Cleaning
  5. 5. Data Wrangling & Reshaping
  6. 6. Basic Statistics for Data Science
  7. 7. Data Visualization I: Matplotlib Fundamentals
  8. 8. Data Visualization II: Seaborn & Statistical Plots
  9. 9. Exploratory Data Analysis (EDA) — A Real Methodology
  10. 10. Capstone: A Full EDA Project on a Real Dataset