cuDF Courses and Certifications

Python Tutorials for Digital Humanities

Exploring Big Data with cuDF Pandas - A Step-by-Step Guide Using GPU Acceleration

Dive into big data analysis with cuDF Pandas, a GPU-accelerated framework, using the American Stories dataset. Learn to download, visualize, and analyze large datasets with syntax similar to pandas but with the speed advantages of GPU processing.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Mastering Data Manipulation with CUDA Accelerated Pandas with cuDF - Hands-on Guide

Master data manipulation techniques using CUDA-accelerated Pandas (cuDF) to achieve significant speed improvements with GPU acceleration while maintaining compatibility with existing pandas code.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Krish Naik

NVIDIA RAPIDS cuDF - Large Data Preprocessing with Pandas Accelerator Mode

Accelerate pandas workflows with NVIDIA RAPIDS cuDF, a GPU-powered DataFrame library. Process large datasets faster using familiar pandas-style API, without code changes. Ideal for data scientists and analysts.

• YouTube
• 18 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Rapids Machine Learning Training and Feature Engineering in GPU with CuML and CuDF

Accelerate ML training and feature engineering using GPU-powered CuML and CuDF libraries for enhanced performance and efficiency.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Time Series Analysis on a GPU with Pandas and cuDF - Episode 7

Discover how to accelerate time series analysis using cuDF, a GPU-powered Pandas alternative, to efficiently process and visualize historical newspaper data with practical demonstrations on a high-performance workstation.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Speed up Cleaning Data with Pandas and your GPU - CuDF Episode 5

Master GPU-accelerated data cleaning with cuDF, NVIDIA's CUDA version of Pandas. Learn to handle missing values, drop columns, and convert data types for efficient processing of large datasets.

• YouTube
• 12 minutes
• On-Demand
• Free Video

AI Application Boost with RAPIDS GPU Acceleration

127 ratings at Udemy

High-speed and high-performance GPU and CUDA computing! Build Data Science pipelines 50 times faster!

• Udemy
• 6 hours 31 minutes
• On-Demand
• Paid Course

Whizlabs

NVIDIA: Prompt Engineering and Data Analysis

Master prompt engineering and data analysis techniques for LLMs using NVIDIA tools, from crafting effective prompts to implementing RAG architecture and accelerated data visualization workflows.

• Coursera
• 3 hours 8 minutes
• On-Demand
• Paid Course

Python Tutorials for Digital Humanities

Accelerating Pandas with NVIDIA's cuDF: Basic Statistical Analysis and Data Cleaning - Episode 6

Discover how to accelerate statistical analysis and data cleaning on large datasets using NVIDIA's cuDF, a GPU-powered alternative to Pandas, with performance comparisons between CPU and GPU processing.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Accelerate Data Analysis with RAPIDS cuDF - Using Pandas on GPU - Episode 2

Master GPU-accelerated data analysis with cuDF, achieving 500x faster performance than traditional Pandas. Learn installation, setup, and real-world speed comparisons between CPU and GPU processing.

• YouTube
• 13 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Rapids Machine Learning Training y Feature Engineering en tu GPU con CuML y CuDF

Acelera el entrenamiento de modelos y la ingeniería de características utilizando GPU con CuML y CuDF para optimizar tus flujos de trabajo de aprendizaje automático.

• YouTube
• 47 minutes
• On-Demand
• Free Video

PyCon US

GPU-Accelerated Data Analytics in Python

Explore GPU-accelerated data analytics using RAPIDS libraries in Python. Learn ETL, machine learning, graph analytics, and more with familiar APIs for faster computation and model iteration.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Conference Talk

Nvidia

Accelerated Exploratory Data Analysis with Pandas Using NVIDIA GPUs

Unlock faster exploratory data analysis using RAPIDS and NVIDIA GPUs to process millions of rows efficiently, create interactive dashboards, and accelerate pandas workflows without code changes.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Python Simplified

Real-World Machine Learning Project with XGBoost and NVIDIA GPU

Master real-world machine learning with XGBoost and NVIDIA GPU acceleration using NYC taxi data to predict tipping patterns while handling big data challenges professionally.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Krish Naik

Processing 100+ GB of Data in Seconds Using Polars GPU Engine

Master high-speed data processing with Polars GPU engine, leveraging NVIDIA GPUs to handle massive datasets up to 10x faster while using familiar Polars syntax and commands.

• YouTube
• 19 minutes
• On-Demand
• Free Video