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AI & U
33 minutes | Jun 21, 2021
5: The AI Aesthetic: Building Beautiful Data Apps
It’s previously been hard to show off machine learning models. But now, like with most areas of AI, tools are being built that simplify things. On the latest episode of AI & U, Mark McQuade chats with Johannes Rieke, Product Engineer at Streamlit, about app frameworks for building data apps. Special Guest: Johannes Rieke.
45 minutes | May 26, 2021
4: Enabling the Computer Vision Revolution
Building computer vision models can be difficult and time-consuming. Luckily there are several startups out there simplifying this process. On the latest episode of AI & U, Mark McQuade sits down with Joseph Nelson, CEO of Roboflow, to discuss computer vision and its real-life use cases.Special Guest: Joseph Nelson.
36 minutes | Apr 29, 2021
3: The Chief Data Officer’s Perspective on AI
The Chief Data Officer is responsible for making sense of data within an organization. On this episode, Juan Riojas, Chief Data Officer at Rackspace Technology, joins podcast host Mark McQuade for a discussion about the role of the CDO and how can AI help those who work in data do their job more effectively.Special Guest: Juan Riojas.
44 minutes | Mar 30, 2021
2: Utilizing ML libraries in deep learning
Deep learning is being used in some of the most innovative projects in the world. And that’s partly due to the amazing resources available. On the latest episode, Mark is joined by Randall Hunt, Developer Advocate at Facebook AI, to discuss deep learning and ML learning library PyTorch. Show notes PyTorch website: https://pytorch.org/ PyTorch dispatcher: http://blog.ezyang.com/2020/09/lets-talk-about-the-pytorch-dispatcher/ NYU Deep Learning with PyTorch: Course website: http://bit.ly/pDL-home Playlist: http://bit.ly/pDL-YouTube Stat453: Introduction to Deep Learning and Generative Models (Spring 2021) http://pages.stat.wisc.edu/~sraschka/teaching/stat453-ss2021/Special Guest: Randall Hunt.
41 minutes | Feb 10, 2021
1: Deriving value from NLP and Transformers
For the inaugural episode of AI & U, Joe Davison, Research Engineer at Hugging Face, joins Mark for a chat about one of the hottest topics in AI: Natural Language Processing. Hugging Face is a company aiming to democratize natural language processing, and Joe gives some amazing insight on this transformative tech. Tune in to hear about the following: • What is NLP? • How Transformer architectures work • Making use of Transformer-based language models such as BERT and GPT • The power of transfer learning • Hugging Face and auto NLP • NLP business use cases Special Guest: Joe Davison.
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