Course Outline
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
Requirements
- Familiarity with Pandas
- Python programming experience
Audience
- Data scientists
- Developers
Testimonials
The example and training material were sufficient and made it easy to understand what you are doing.
Teboho Makenete
His deep knowledge about the subject
Intensity, Training materials and expertise, Clarity, Excellent communication with Alessandra
Marija Hornis Dmitrovic - Marija Hornis
It is great to have the course custom made to the key areas that I have highlighted in the pre-course questionnaire. This really helps to address the questions that I have with the subject matter and to align with my learning goals.
Winnie Chan - Statistics Canada
information
Amr Alaa - FAB banak Egypt
learning new language.
FAB banak Egypt
subject presentation knowledge timing
Aly Saleh - FAB banak Egypt
helpful and good listener .. interactive
Ahmed El Kholy - FAB banak Egypt
Ahmed was very interactive and didn’t mind answering any kind of questions Well presentation and smooth flow of the course
Mohamed Ghowaiba - FAB banak Egypt
the course is very interesting being the main focus nowdays
mohamed taher - FAB banak Egypt
The discussions to broaden our horizons
FAB banak Egypt
Trainer was accommodative. And actually quite encouraging for me to take up the course.
Grace Goh - DBS Bank Ltd
His deep knowledge about the subject