Plan Szkolenia
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
Wymagania
- Familiarity with Pandas
- Python programming experience
Audience
- Data scientists
- Developers
Opinie uczestników (7)
Zadania do zrealizowania samodzielnie oraz późniejsze wspólne rozwiązywanie
Katarzyna Kopysc-Falenta - CapGemini
Szkolenie - Data Analysis with Python, Pandas, and Numpy
przykłady i ćwiczenia
Kamil
Szkolenie - Introduction to Data Science and AI using Python
Rzeczowa wiedza poparta doświadczeniem praktycznym. Pierwszy raz brałem udział w szkoleniu 1 osobowym co znaczanie bardziej ułatwiło kontakt i przyswajanie wiedzy, także tutaj też duzy plus.
Mateusz Macalik - LG Energy Solution Wrocław Sp. z o.o.
Szkolenie - Introduction to Data Science
All the examples used and the lecturing style was on point even for a begginer i was able to understand and the training was so patient and always willing to go extra mile when in need of assistance.
Mathipa Chepape - Vodacom
Szkolenie - Big Data Business Intelligence for Telecom and Communication Service Providers
Intensity, Training materials and expertise, Clarity, Excellent communication with Alessandra
Marija Hornis Dmitrovic - Marija Hornis
Szkolenie - Data Science for Big Data Analytics
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
Szkolenie - Jupyter for Data Science Teams
Trainer was accommodative. And actually quite encouraging for me to take up the course.