Foundational Python for Forward Deployed Engineers: Data Manipulation with Pandas & NumPy for AI/Data Platform Implementation

Master essential Python data manipulation with Pandas and NumPy to effectively implement, customize, and troubleshoot AI/data platforms for diverse client needs.

Core Data Structures and Initial Data Preparation

Unit 1: Introduction to Data Structures

Unit 2: Initial Data Preparation

Advanced Data Transformation, Validation, and Insights

Unit 1: Integrating and Reshaping Data

Unit 2: Aggregating and Grouping Data

Unit 3: Data Validation and Exploration

Unit 4: Visualizing Data Insights