Python for Finance Bootcamp

Introduction to Python

• Variables
• Numeric Data Types: Int & Float
• Sequential Types: Str & List
• Definite Loops: For loops
• If-Elif-Else Statements
• Data Types: Tuples
• Build Mortgage Calculator with Python

Advanced Python

• Creating Custom Functions
• Indefinite Loops: while loops
• Data Types, Dictionary and Set
• Slicing Data Types
• Reading txt files with Python
• Analyze data from text and csv file

Numerical Python & Pandas

• NumPy Array
• Broadcasting and U-Functions
• Introduction to Pandas
• Series, DataFrame, Panel
• Manipulate live S&P data from https://www.sectorspdr.com/sectorspdr/

Data Manipulation

• 5 ways to create a DataFrame
• Slicing and Filtering DataFrame
• Lambda
• Run If and Else scenarios
• Gather and Manipulate Data with Pandas
• Analyze business data from csv files

Data Extraction & Analysis

• Get live data from APIs
• Plot data with Matplotlib
• Merge and Concat Data
• Groupby in Pandas
• What if logic in Finance with Pandas

• Students may cancel up to 14 days before the class/program start date and receive a refund, less the registration fee (10% of the undiscounted course price). 
• Cancellations within 14 days are not permitted, but students may reschedule up to three business days before the class start date.
• For cancellations and reschedules, please email us at [email protected]"