CUDA Programming for Generative AI Engineers: From Zero to LLM Acceleration

Master CUDA programming from the ground up to design, optimize, and accelerate large language models and other generative AI applications on NVIDIA GPUs.

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Fundamentals of CUDA and GPU Architecture for AI Workloads

Unit 1: Introduction to Parallel Computing and GPUs

Unit 2: CUDA Programming Model Essentials

Unit 3: CUDA Memory Management

Accelerating Generative AI with Advanced CUDA Techniques and Libraries

Unit 1: CUDA for Core AI Operations

Unit 2: Optimizing CUDA for Generative AI

Unit 3: Advanced CUDA Features & Libraries