• Lesson 1 Python Basics: Lists, Dictionaries, & Booleans Write and run code using basic Python objects.
• Lesson 2 Python Methods, Functions, & Libraries Import libraries and use methods and functions.
• Lesson 3 Creating Pandas DataFrames & Selecting Data Select rows and columns in pandas' tabular data structure.
• Lesson 4 Counting Values & Basic Plotting in Python Count values and plot bar charts.
• Lesson 5 Filtering Data in Python with Boolean Indexes Filter data with Boolean indexing and partially match strings.
• Lesson 6 Deriving New Columns & Defining Python Functions Make new columns from existing data and build custom functions.
• Lesson 7 Pandas .groupby(), Lambda Functions, & Pivot Tables Grouping, sorting, sampling, and pivoting data.
• Lesson 8 Python Histograms, Box Plots, & Distributions Calculate and visualize the distribution of a dataset.
• Lesson 9 Resources for Further Learning Next steps for developing your Python and analytical skills.
• Libraries Python Libraries