Prasanna Balaprakash - DeepHyper | Scalable Automated Machine Learning for Scientific Applications

Prasanna Balaprakash - DeepHyper | Scalable Automated Machine Learning for Scientific Applications

Author: Justin Grammens May 31, 2022 Duration: 44:20
The conversation this week is with Prasanna Balaprakash. Prasanna is a group leader and computer scientist at the Mathematics and Computer Science Division and the leadership computing facility at Argonne National Laboratory. His research interests span the areas of machine learning, optimization, and high-performance computing. He is the recipient of the US Department of Energy 2018 Early Career Award, and is the artificial intelligence thrust lead at Rapids, the Department of Energy Compute...

Justin Grammens hosts Conversations on Applied AI, a podcast that moves past theoretical discussions to focus on the practical integration of artificial intelligence into our daily work and industries. Alongside the team at Emerging Technologies North, Justin sits down with practitioners and experts who are actively building and deploying AI and deep learning solutions. The dialogue in each episode centers on tangible use cases, exploring the challenges, ethical considerations, and measurable outcomes encountered when these technologies meet real-world problems. You'll hear concrete stories from the field, whether it's about optimizing a supply chain, improving diagnostic tools in healthcare, or transforming customer service interactions. This isn't about futuristic speculation; it's a grounded look at the tools and strategies that are making a difference right now. The goal is to provide listeners with insights that are directly applicable, offering a clearer understanding of how AI functions outside the lab and within the complexities of actual business environments. Tune in for a straightforward, no-hype conversation that demystifies applied artificial intelligence and highlights the human expertise behind its implementation.
Author: Language: en-us Episodes: 100

Conversations on Applied AI
Podcast Episodes
Paul Denman - Where IoT and Industry 4.0 Is Today [not-audio_url] [/not-audio_url]

Duration: 50:22
The conversation this week is with Paul Denman. Paul started his career as an engineer focused on new innovative technologies. He is passionate about technology and its integration to solve business problems and has a nu…
Jeff Coyle - Building Quality Content & Prediction Systems With AI [not-audio_url] [/not-audio_url]

Duration: 42:51
The conversation this week is with Jeff Coyle. Jeff is a cross-discipline data-driven inbound marketing executive with 20 plus years of experience managing products and website networks focused on helping companies grow.…
Jacob Solawetz - DataFlows and Deep Learning Applications [not-audio_url] [/not-audio_url]

Duration: 33:23
The conversation this week is with Jacob Solawetz. Jacob is a Machine Learning Lead at RoboFlow where he’s developing and scaling computer vision using autoML model training and deployment. Prior to RoboFlow he was a Sen…
Eri O'Diah - The Role of Human Bias in Artificial Intelligence [not-audio_url] [/not-audio_url]

Duration: 39:44
The conversation this week is with Eri O'Diah. Eri is a seasoned strategist who has been applying experience as a creative at the intersection of Black, immigrant, millennial, women to deconstruct biased systems and advo…
Erik Zwiefel - Asking the Right Questions of Artificial Intelligence [not-audio_url] [/not-audio_url]

Duration: 29:22
The conversation this week is with Erik Zwiefel. Erik is is a Director and Technical Specialist in the Artificial Intelligence and Machine Learning group at Microsoft. He helps customers build out Advanced Analytics and…
Ryan Phelan - The Impact of AI on Patents and Intellectual Property [not-audio_url] [/not-audio_url]

Duration: 45:43
The conversation this week is all about the intersection of Intellectual Property and Artificial Intelligence! I'm thrilled to have an expert in the fields of Artificial Intelligence, Patents, and Intellectual Property o…
QingHui Yuan - The Data Science of Physical Dynamic Systems [not-audio_url] [/not-audio_url]

Duration: 24:57
If you are curious how a Data Science leader thinks about applying Artificial Intelligence to physical dynamic systems in the areas of Industrial IoT, then this is the episode for you! QingHui Yuan, a Director of Modelin…