))
HockeyStick #3 - Generative AI with Mark Liu
Manage episode 412661532 series 3558558
Contenuto fornito da Miko Pawlikowski. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da Miko Pawlikowski o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.player.fm/legal.
Exploring the Frontiers of Generative AI with Mark Liu
In this episode of HockeyStick, host Miko Pawlikowski interviews Mark Liu, a finance professor and seasoned coder, to dive into the world of Generative AI. Liu, author of 'Learn Generative AI with PyTorch', shares his journey from finance to AI, emphasizing the importance of coding in modern finance and his transition to Python for teaching analytics. He recounts the creation of his books, starting with Python applications in finance, moving to machine learning and generative AI, and finally to PyTorch for efficient model training. The conversation explores the basics of generative AI, breakthroughs like GANs, transformers, and diffusion models, and Liu's predictions for AI's impact on future jobs and technology development. They discuss the significance of generative AI in various industries, ethical considerations, and the potential directions for Liu's future work, highlighting the critical role of hands-on learning in understanding and leveraging AI technologies.
00:00 Welcome to HockeyStick: The Generative AI Revolution
00:25 Meet Mark Liu: From Finance to AI Pioneer
02:56 The Journey of Learning and Teaching Python
08:00 Exploring Generative AI and PyTorch
10:39 The Magic of Generative AI: From Text to Lifelike Images
14:50 The Impact of AI on Industries and Job Security
21:18 Understanding the Breakthroughs Behind Generative AI
34:16 The Role of Hardware and Data in AI's Rapid Advancement
37:15 Exploring the Versatility of GPUs
38:17 The Future of AI: Predictions and Possibilities
39:49 Navigating the Hype Cycle of AI
42:09 Ethical Considerations and the Future of AI Regulation
45:39 The Impact of AI on Politics and Elections
46:58 The OpenAI Controversy: From Open Source to For-Profit
51:02 PyTorch vs. TensorFlow: Predicting the Future
54:21 A Deep Dive into Generative AI and PyTorch
01:14:22 Future Projects and Closing Thoughts
This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.hockeystick.show
29 episodi
Condividi
