CUDA and GPU Programming with Elliot Arledge [Podcast #155]

On this week's section of the podcast, freeCodeCamp laminitis Quincy Larson interviews Elliot Arledge. He's a 20-year aged machine subject student who's created respective celebrated freeCodeCamp courses connected LLMs, the Mojo programming language, and GPU programming pinch CUDA. He joins america from Edmonton, Alberta, Canada. Support for this podcast comes from a assistance from Wix Studio. Wix Studio provides developers devices to quickly build websites pinch everything out-of-the-box, past extend, replace, and break boundaries pinch code. Learn much astatine https://wixstudio.com. Support besides comes from the 11,043 benignant folks who support freeCodeCamp done a monthly donation. Join these benignant folks and thief our ngo by going to https://www.freecodecamp.org/donate We talk about: - Building AI systems from scratch - How Elliot has learned truthful overmuch truthful quickly and his methods - How he approaches reference world papers - His CS grade coursework VS his self-directed learning Can you conjecture what opus I'm playing successful the intro? Links we talk astir during our conversation: - Elliot's Mojo people connected freeCodeCamp: https://www.freecodecamp.org/news/new-mojo-programming-language-for-ai-developers/ - Elliot's Cuda GPU programming people connected freeCodeCamp: https://www.freecodecamp.org/news/learn-cuda-programming/ - Elliot's Python people connected building an LLM from scratch: https://www.freecodecamp.org/news/how-to-build-a-large-language-model-from-scratch-using-python/ - Elliot's YouTube channel: https://www.youtube.com/@elliotarledge - Elliot's galore projects connected GitHub: https://github.com/Infatoshi Chapters - 0:00:00 Introduction to CUDA and GPU Programming - 0:07:27 The Importance of GPUs successful AI and LLMs - 0:13:46 Learning Methodologies and Productivity Tips - 0:21:21 The Role of Sleep successful Learning and Productivity - 0:26:39 Creating Educational Content - 0:32:32 Overcoming Challenges successful Learning - 0:42:31 The Value of a Computer Science Degree - 0:48:03 Balancing Education and Career Opportunities - 0:53:45 The Future of AI and LLMs - 0:59:59 Incremental Innovations successful AI Models - 1:07:18 Approaching Academic Papers pinch Confidence