Unleash the Power of Large Language Models (LLMs) • Daria Hvizdalova • GOTO 2023

This presentation was recorded at GOTO Amsterdam 2023. #GOTOcon #GOTOams https://gotoams.nl Daria Hvizdalova - AI Specialist, Co-founder at Mainware, Board member at 42 Prague RESOURCES https://linkedin.com/in/dariahvizdalova https://twitter.com/ifthendaria ABSTRACT Join us for an engaging and beginner-friendly talk that puts the spotlight on AI, with a particular focus on large language models (LLMs). Together, we'll embark on a journey to explore the potential of LLMs and witness their transformative impact on the way we work. Through the concept of prompting, we'll unveil the secret sauce for maximizing the benefits of AI-powered tools. Delving into the future of work, we'll discuss the essential skills needed to thrive in the digital landscape. Adaptability and excellence in the face of intelligent leadership will be at the core of our exploration. In addition, we'll provide real-world examples that demonstrate how AI can boost your performance, acting as a digital co-pilot. No matter your background – be it a developer, tech manager, or simply someone with a curious mind – this talk will empower you to understand the capabilities of LLMs and interact with them in a smart way. Discover the potential of (not just generative) AI, the significance of lifelong learning, and the skills that will shape successful leaders in the future. [...] TIMECODES 00:00 Intro 10:02 History of large language models 16:54 GPT-4 25:56 CO2 emissions 31:56 Hallucinations & silent failures 33:50 What are LLMs good for? 35:30 What are LLMs not so good for? 36:40 Safety 101 38:32 General guidelines for selection & deployment 40:32 The fine art of prompting 45:26 The Feynman technique 46:00 The Pareto principle 46:33 Storytelling 47:14 Virtual assistants in automated space 48:11 Use cases 51:46 Outro Download slides and read the full abstract here: https://gotoams.nl/2023/sessions/2745 RECOMMENDED BOOKS Alex Castrounis • AI for People and Business • https://amzn.to/3NYKKTo Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #AI #DataScience #ChatGPT #GPT4 #GenAI #GenerativeAI #SoftwareEngineering #Programming #ArtificialIntelligence #MachineLearning #LLM #LargeLanguageModels #FutureOfWork #RichardFeynman #Feynman #ParetoPrinciple #Pareto #DariaHvizdalova Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1