Udemy - Learn CUDA with Google Colab - First speedup in 90 minutes

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Udemy - Learn CUDA with Google Colab - First speedup in 90 minutes (Size: 561 MB)
  1 - CPU vs GPU Performance Comparison.mp4 115.9 MB
  1 - Compute Capability - CUDA GPU Compute Capability.url 102.4 B
  1 - Compute Capability - Legacy CUDA GPU Compute Capability.url 102.4 B
  1 - Compute Capability.mp4 52.5 MB
  1 - Introduction.mp4 9 MB
  1 - Next Steps - Next Steps.pptx 545.5 KB
  1 - Next Steps.html 102.4 B
  1 -CUDA GPU Compute Capability.url 102.4 B
  1 -Legacy CUDA GPU Compute Capability.url 102.4 B
  2 - CUDA Programmming Model - CUDA C++ Programming Guide.url 102.4 B
  2 - CUDA Programmming Model - Easy Introduction to CUDA C and C++.url 102.4 B
  2 - CUDA Programmming Model.mp4 40.3 MB
  2 - Why GPU needed - CUDA C++ Programming Guide.url 102.4 B
  2 - Why GPU needed - Cache Types.url 102.4 B
  2 - Why GPU needed - GPU for Artificial Intelligence.url 102.4 B
  2 - Why GPU needed - NVIDIA Geforce RTX.url 102.4 B
  2 - Why GPU needed.mp4 24.7 MB
  2 -CUDA C++ Programming Guide.url 102.4 B
  2 -Cache Types.url 102.4 B
  2 -Easy Introduction to CUDA C and C++.url 102.4 B
  2 -GPU for Artificial Intelligence.url 102.4 B
  2 -NVIDIA Geforce RTX.url 102.4 B
  3 - Hello World - CUDA C++ Programming Guide.url 102.4 B
  3 - Hello World - CUDA Zone.url 102.4 B
  3 - Hello World.mp4 74.9 MB
  3 - Integrated vs Dedicated GPU - AMD Ryzen.url 102.4 B
  3 - Integrated vs Dedicated GPU - AMD vs Intel vs NVIDIA.url 102.4 B
  3 - Integrated vs Dedicated GPU - Integrated Vs Dedicated.url 102.4 B
  3 - Integrated vs Dedicated GPU - NVIDIA Ampere Architecture.url 102.4 B
  3 - Integrated vs Dedicated GPU.mp4 33.5 MB
  3 -AMD Ryzen.url 102.4 B
  3 -AMD vs Intel vs NVIDIA.url 102.4 B
  3 -CUDA C++ Programming Guide.url 102.4 B
  3 -CUDA Zone.url 102.4 B
  3 -Integrated Vs Dedicated.url 102.4 B
  3 -NVIDIA Ampere Architecture.url 102.4 B
  4 - Thread, Blocks, Grids - CUDA C++ Programming Guide.url 102.4 B
  4 - Thread, Blocks, Grids - CUDA Programming Model.url 102.4 B
  4 - Thread, Blocks, Grids.mp4 109.7 MB
  4 - What is CUDA, NVIDIA GPU computing stack - CUDA C++ Programming Guide.url 102.4 B
  4 - What is CUDA, NVIDIA GPU computing stack - CUDA Zone.url 102.4 B
  4 - What is CUDA, NVIDIA GPU computing stack.mp4 19.9 MB
  4 -CUDA C++ Programming Guide.url 102.4 B
  4 -CUDA Programming Model.url 102.4 B
  4 -CUDA Zone.url 102.4 B
  5 - Thread Indexing - Easier Introduction to CUDA.url 102.4 B
  5 - Thread Indexing.mp4 79.8 MB
  5 -Easier Introduction to CUDA.url 102.4 B
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 52 total files

Description


Learn CUDA with Google Colab: First speedup in 90 minutes

https://WebToolTip.com

Published 11/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 23m | Size: 561 MB

CUDA. NVIDIA GPU computing stack, Parallel Programming, Google Colab, HPC, CPU vs GPU Performance comparison

What you'll learn
Setup and Verify a GPU Programming environment using Google Colab
Explore CUDA Programming model
Configure threads, blocks and grids correctly to perform operations like vector addition
Calculate thread indices in 1‑D and 2‑D
Write, compile and launch basic CUDA kernels in C/C++
Benchmark and analyse performance – measure CPU vs. GPU execution time

Requirements
Basic understanding of C/C++ programming

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