Course content
- Course Overview
- ammoth Interactive Courses Introduction
- Introduction to Python (Prerequisite)
- Build a Chatbot w Natural Language Processing from FAQ
- Build a Context Aware Chatbot
Python Chatbot Bootcamp w/ Pandas, NumPy and SciKit
Tag: Pandas
Accelerating Python Pandas Workflows with Modin Training Course
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