RAPIDS Courses and Certifications

Jeff Heaton

High-Speed Pandas on GPU in AWS Cloud with RAPIDS and NVIDIA NGC

Accelerate data processing with NVIDIA RAPIDS on AWS: Learn to set up GPU-powered Pandas-like dataframes for fast preprocessing and seamless integration with GPU-based models.

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

Toronto Machine Learning Series (TMLS)

Reaching Lightspeed Data Science - ETL, ML, and Graph with NVIDIA RAPIDS

Accelerate data science workflows using GPUs and RAPIDS. Learn performance gains, easy migration, and new possibilities in ETL, ML, and graph analytics.

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

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

Krish Naik

All You Need to Know About NVIDIA CUDA-X GPU Accelerated Data Science and AI - Run Code in GPUs

Discover how NVIDIA CUDA-X and RAPIDS accelerate data science and AI workflows with GPU-powered libraries, offering APIs compatible with popular open-source tools for enhanced performance.

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

Nvidia

Machine Learning with RAPIDS - Accelerating Data Science Workflows

Explore RAPIDS: Accelerating data science workflows with GPU-powered tools for faster data loading, ETL, model training, and interactive analysis.

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

Databricks

Accelerating Apache Spark with GPUs Using RAPIDS

Explore GPU acceleration for data science with RAPIDS, offering significant performance gains over CPU-only solutions. Learn its functionality, architecture, and integration with Apache Spark for large-scale computation.

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

EuroPython Conference

Distributed Multi-GPU Computing with Dask, CuPy and RAPIDS

Explore distributed multi-GPU computing using Dask, CuPy, and RAPIDS. Learn to leverage GPU acceleration and distributed systems for faster, more efficient data processing and analysis.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

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

Open Data Science

RAPIDS - The Platform Inside and Outside - Joshua Patterson - ODSC East 2019

Accelerating data science with GPUs using RAPIDS: open-source libraries for GPU-powered data manipulation, machine learning, and graph analytics, scaling across multiple GPUs and integrating with existing Python ecosystems.

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

Databricks

Advancing GPU Analytics with RAPIDS Accelerator for Apache Spark and Alluxio

Learn to accelerate GPU analytics using RAPIDS for Apache Spark and Alluxio, enabling faster data access and processing for AI and analytics workloads across any cloud environment.

• YouTube
• 27 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

AWS Events

Accelerate Apache Spark Up to 5 Times on AWS with RAPIDS

Discover how to achieve 5x faster Apache Spark performance and 80% cost reduction using GPU acceleration with RAPIDS on AWS EMR, featuring real-world implementation strategies and success stories.

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

Nvidia

Accelerated Machine Learning with XGBoost and RAPIDS on NVIDIA GPUs

Master XGBoost training and inference optimization using RAPIDS on NVIDIA GPUs, achieving 25x faster performance through hands-on practice with real taxi fare data in Google Colab.

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

Certified Infra AI Expert: End-to-End GPU-Accelerated AI

137 ratings at Udemy

Master GPUs, Omniverse, Digital Twins, AI Containers, Triton Inference, DeepStream, and ModelOps

• Udemy
• 2 hours 35 minutes
• On-Demand
• Paid Course

Coursera

Robotics in High-Tech Manufacturing

Master robotic programming and integration for high-tech manufacturing using RAPID, KRL, Python APIs, and ROS 2 to design precision industrial and mobile systems.

• Coursera
• 4 hours 48 minutes
• On-Demand
• Paid Course