Machine Learning Experts - Lewis Tunstall

🚀 If you're interested in learning how ML Experts, like Lewis, can help accelerate your ML roadmap visit: https://bit.ly/3DDt3lD to learn more. Lewis is a Machine Learning Engineer at Hugging Face where he works on applying Transformers to automate business processes and solve MLOps challenges. Lewis has built ML applications for startups and enterprises in the domains of NLP, topological data analysis, and time series. In this video you'll hear Lewis talk about: - His work on Transformers - Deploying models into the real world - ONNX serialization - Large scale model evaluation - Benchmarks 🕤 Timestamps 0:00 Intro 2:38 Lewis Tunstall’s Background 3:37 Natural Language Processing with Transformers 6:21 Deploying models into production 7:24 Transformers & ONNX format 8:29 OpenAI GPT-2 / Auto-generated text 10:51 Hugging Face Course 12:37 Machine Learning Applications 16:33 Large Scale Model Evaluation 17:49 Machine Learning Benchmarks 20:14 Common Machine Learning Mistakes 22:54 What would you do differently at the start of your career? 25:21 Best advice for someone looking to get into AI/ML? 26:22 Will AI take over the world? 27:42 When will robots be in homes everywhere? 29:18 DeepMind Podcast 31:08 Favorite Machine Learning Papers 33:56 What is the meaning of life? 35:47 Checkout Lewis’s Natural Language Processing with Transformers book 39:55 Where you can follow Lewis online 🔗 Honorable mentions + links: Leandro von Werra: https://twitter.com/lvwerra Thomas Wolf: https://twitter.com/Thom_Wolf NLP with Transformers: https://transformersbook.com/ Luca Perrozi: https://www.linkedin.com/in/luca-perrozzi/ ONNX Format: https://onnx.ai/ Sylvian Gugger: https://twitter.com/GuggerSylvain Lysandre Debut: https://twitter.com/LysandreJik DeepMind Alpha Fold: https://www.deepmind.com/research/highlighted-research/alphafold Hugging Face Hub: https://huggingface.co/models Hugging Face Forum: https://discuss.huggingface.co Hugging Face Discord: https://discuss.hugging