About this course
In today’s fast-paced and fast-evolving world of software development, staying productive can be a daunting task. Fortunately, GitHub Copilot can help! GitHub Copilot is a coding assistant driven by Artificial Intelligence. It harnesses the power of AI and machine learning to provide real-time support, making the development process smoother and more efficient.
Skills you’ll gain
- Simplify complex coding tasks
- Enhance productivity
- Streamline your workflow
Introduction
- Modin vs Dask vs Ray
- Overview of Modin features and architecture
- Pandas fundamentals
Getting Started
- Installing Modin
- Importing Pandas from Modin
- Defaulting to Pandas in Modin
- Supported APIs
Managing Pandas workflows using Modin
- Using Modin on a single node
- Using Modin on a cluster
- Connecting to a database (read_sql)
- Optimizing resources for Modin
Interacting with Datasets
- Reading data, dropping columns, and finding values
- Executing advanced Pandas operations
- Common issues and examples
Troubleshooting
Summary and Next Steps
