Dr. Jon Krohn

Dr. Jon Krohn

Chief Data Scientist at Nebula.io

Jon Krohn is Co-Founder and Chief Data Scientist at the machine learning company Nebula. He authored the book Deep Learning Illustrated, an instant #1 bestseller that was translated into seven languages. He is also the host of SuperDataScience, the data science industry’s most listened-to podcast. Jon is renowned for his compelling lectures, which he offers at leading universities and conferences, as well as via his award-winning YouTube channel. He holds a PhD from Oxford and has been publishing on machine learning in prominent academic journals since 2010.

All Sessions by Dr. Jon Krohn

Deep Learning with PyTorch and TensorFlow

Deep Learning | Beginner-Intermediate

Obscure until recently, Deep Learning is ubiquitous today across data-driven applications as diverse as machine vision, natural language processing, generative A.I., and superhuman game-playing. This workshop is an introduction to Deep Learning that brings high-level theory to life with interactive examples featuring PyTorch, TensorFlow 2, and Keras — all three of the principal Python libraries for Deep Learning. Essential theory will be covered in a manner that provides students with a complete intuitive understanding of Deep Learning’s underlying foundations. Paired with hands-on code demos in Jupyter notebooks as well as strategic advice for overcoming common pitfalls, this foundational knowledge will empower individuals with no previous understanding of artificial neural networks to train Deep Learning models following all of the latest best-practices.

Generative AI with Open-Source LLMs

Generative AI | Intermediate-Advanced

Large Language Models like GPT-4 are transforming the world in general and the field of data science in particular at an unprecedented pace. This training introduces deep learning transformer architectures including LLMs. Critically, it also demonstrates the breadth of capabilities of state-of-the-art LLMs like GPT-4 can deliver, including for dramatically revolutionizing the development of machine learning models and commercially successful data-driven products, accelerating the creative capacities of data scientists and pushing them in the direction of being data product managers. Brought to life via hands-on code demos that leverage the Hugging Face and PyTorch Lightning Python libraries, this training covers the full lifecycle of LLM development, from training to production deployment.

Open Data Science

 

 

 

Open Data Science
One Broadway
Cambridge, MA 02142
info@odsc.com

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