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

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[ WebToolTip.com ] Udemy - Learn CUDA with Google Colab - First speedup in 90 minutes
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1 - Introduction
    • 1 - Introduction.mp4 (9.0 MB)
    • 2 - Why GPU needed - CUDA C++ Programming Guide.url (0.1 KB)
    • 2 - Why GPU needed - Cache Types.url (0.1 KB)
    • 2 - Why GPU needed - GPU for Artificial Intelligence.url (0.1 KB)
    • 2 - Why GPU needed - NVIDIA Geforce RTX.url (0.1 KB)
    • 2 - Why GPU needed.mp4 (24.7 MB)
    • 2 -CUDA C++ Programming Guide.url (0.1 KB)
    • 2 -Cache Types.url (0.1 KB)
    • 2 -GPU for Artificial Intelligence.url (0.1 KB)
    • 2 -NVIDIA Geforce RTX.url (0.1 KB)
    • 3 - Integrated vs Dedicated GPU - AMD Ryzen.url (0.1 KB)
    • 3 - Integrated vs Dedicated GPU - AMD vs Intel vs NVIDIA.url (0.1 KB)
    • 3 - Integrated vs Dedicated GPU - Integrated Vs Dedicated.url (0.1 KB)
    • 3 - Integrated vs Dedicated GPU - NVIDIA Ampere Architecture.url (0.1 KB)
    • 3 - Integrated vs Dedicated GPU.mp4 (33.5 MB)
    • 3 -AMD Ryzen.url (0.1 KB)
    • 3 -AMD vs Intel vs NVIDIA.url (0.1 KB)
    • 3 -Integrated Vs Dedicated.url (0.1 KB)
    • 3 -NVIDIA Ampere Architecture.url (0.1 KB)
    • 4 - What is CUDA, NVIDIA GPU computing stack - CUDA C++ Programming Guide.url (0.1 KB)
    • 4 - What is CUDA, NVIDIA GPU computing stack - CUDA Zone.url (0.1 KB)
    • 4 - What is CUDA, NVIDIA GPU computing stack.mp4 (19.9 MB)
    • 4 -CUDA C++ Programming Guide.url (0.1 KB)
    • 4 -CUDA Zone.url (0.1 KB)
    2 - Hello World
    • 1 - Compute Capability - CUDA GPU Compute Capability.url (0.1 KB)
    • 1 - Compute Capability - Legacy CUDA GPU Compute Capability.url (0.1 KB)
    • 1 - Compute Capability.mp4 (52.5 MB)
    • 1 -CUDA GPU Compute Capability.url (0.1 KB)
    • 1 -Legacy CUDA GPU Compute Capability.url (0.1 KB)
    • 2 - CUDA Programmming Model - CUDA C++ Programming Guide.url (0.1 KB)
    • 2 - CUDA Programmming Model - Easy Introduction to CUDA C and C++.url (0.1 KB)
    • 2 - CUDA Programmming Model.mp4 (40.3 MB)
    • 2 -CUDA C++ Programming Guide.url (0.1 KB)
    • 2 -Easy Introduction to CUDA C and C++.url (0.1 KB)
    • 3 - Hello World - CUDA C++ Programming Guide.url (0.1 KB)
    • 3 - Hello World - CUDA Zone.url (0.1 KB)
    • 3 - Hello World.mp4 (74.9 MB)
    • 3 -CUDA C++ Programming Guide.url (0.1 KB)
    • 3 -CUDA Zone.url (0.1 KB)
    • 4 - Thread, Blocks, Grids - CUDA C++ Programming Guide.url (0.1 KB)
    • 4 - Thread, Blocks, Grids - CUDA Programming Model.url (0.1 KB)
    • 4 - Thread, Blocks, Grids.mp4 (109.7 MB)
    • 4 -CUDA C++ Programming Guide.url (0.1 KB)
    • 4 -CUDA Programming Model.url (0.1 KB)
    • 5 - Thread Indexing - Easier Introduction to CUDA.url (0.1 KB)
    • 5 - Thread Indexing.mp4 (79.8 MB)
    • 5 -Easier Introduction to CUDA.url (0.1 KB)
    3 - Your First CUDA Benchmark — CPU vs GPU
    • 1 - CPU vs GPU Performance Comparison.mp4 (115.9 MB)
    4 - Bonus Lecture Thank You & Next Steps
    • 1 - Next Steps - Next Steps.pptx (545.5 KB)
    • 1 - Next Steps.html (0.1 KB)
    • Bonus Resources.txt (0.1 KB)

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


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