- Course overview
- Skillshare 101: Getting the Most From This Course
- Setting up Python & Anaconda
- Setting up Atom Text Editor
- Creating Virtual Environments
- How to Clone a GitHub Code Repository
- Introduction to Python Pandas
- Introduction to DataFrames
- Inspecting DataFrames
- Conditional Filtering
- Using NumPy and Pandas Together
- Creating DataFrames with NumPy
- Creating DataFrames from Python Dictionaries
- Using Broadcasting in DataFrames
- Labelling Columns in DataFrams
- Creating DataFrames with Broadcasting
- Data Cleansing Techniques
- Creating our first Plots
- Creating Line Plots
- Creating Scatter Plots
- Creating Bar Plots
- Statistical Exploratory Data Analysis Techniques
- Filtering Data in DataFrames
- Introduction to Pandas Dates & Times
- Indexing Dates & Times
- Creating Date Time Lists
- Resampling Techniques
- Method Chaining
- How to Separate & Resampe Data
- Further Filtering Techniques
- Multiple Line Plots on a Single Graph
