x

75% of people globally want unbiased news (Pew Research) but are concerned they're not getting that.

Get balanced coverage with Symby. See how stories are covered across diverse outlets and spot when one side covers a story the other skips.

PODCAST

Super Data Science: ML & AI Podcast with Jon Krohn

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there"s an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that

technology

All Episodes

01:27:12

697: The (Short) Path to Artificial General...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/07/18

AI visionary and CEO of SingularityNET Dr. Ben Goertzel provides a deep dive into the possible realization of Artificial General Intelligence (AGI) within 3-7 years. Explore the intriguing connections between self-awareness, consciousness, and the future of Artificial Super Intelligence (ASI) and discover the transformative societal changes that could arise. This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au), the AWS Insiders Podcast (https://pod.link/1608453414), and by

en

01:02:45

696: Brain-Computer Interfaces and Neural Decoding,...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/07/14

Jon Krohn welcomes Professor Dr. Bob Knight to explore human intelligence, the prefrontal cortex, and the transformative potential of brain implants for data collection. Discover the pivotal role of machine learning in treating Parkinson's and delve into exciting future advancements. Additional materials: www.superdatascience.com/696 Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

en

01:38:04

695: NLP with Transformers, feat. Hugging Face's...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/07/11

What are transformers in AI, and how do they help developers to run LLMs efficiently and accurately? This is a key question in this week’s episode, where Hugging Face’s ML Engineer Lewis Tunstall sits down with host Jon Krohn to discuss encoders and decoders, and the importance of continuing to foster democratic environments like GitHub for creating open-source models. This episode is brought to you by the AWS Insiders Podcast (https://pod.link/1608453414), by https://WithFeeling.ai, the company

en

00:07:59

694: CatBoost: Powerful, efficient ML for large...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/07/07

Modeling tabular data and spreadsheets doesn’t have to be tedious with CatBoost’s open-source tree-boosting algorithm. CatBoost does what it says on the tin, blending categories with boosting that allows you to train your models faster and handle large datasets for ML tasks across multiple GPUs. In this week’s Five-Minute Friday, host Jon Krohn gets to grips with the technical components of CatBoost that give it the speed and accuracy so acclaimed by its users. Additional materials:

en

01:20:15

693: YOLO-NAS: The State of the Art in Machine...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/07/04

Harpreet Sahota, a data science expert and deep learning developer at Deci AI, joins Jon Krohn to explore the fascinating realm of object detection and the revolutionary YOLO-NAS model architecture. Discover how machine vision models have evolved and the techniques driving compute-efficient edge device applications. This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au), by https://WithFeeling.ai, the company bringing humanity into AI, and by Modelbit (https://modelbit.com), for

en

00:07:39

692: Lossless LLM Weight Compression: Run Huge Models...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/30

Join Jon as he navigates listeners through the innovative SpQR approach—a cutting-edge, lossless LLM weight compression technique that harnesses the power of quantization. Tune in as Jon delves into the four steps behind this groundbreaking method in this week's episode. Additional materials: www.superdatascience.com/692 Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

en

01:34:34

691: A.I. Accelerators: Hardware Specialized for Deep...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/27

GPUs vs CPUs, chip design and the importance of chips in AI research: This highly technical episode is for anyone who wants to learn what goes into chip development and how to get into the competitive industry of accelerator design. With advice from expert guest Ron Diamant, Senior Principal Engineer at AWS, you’ll get a breakdown of the need-to-know technical terms, what chip engineers need to think about during the design phase and what the future holds for processing hardware. This episode is

en

00:26:14

690: How to Catch and Fix Harmful Generative A.I....

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/23

Krishna Gade, the founder and CEO of Fiddler.AI, discusses the challenges faced by Large Language Models (LLMs) in Generative AI, including inaccuracies, biases, and privacy risks. He emphasizes the importance of monitoring to build trust in AI and highlights Fiddler's explainability algorithms and pre-built bias detection tools as vital solutions. Additional materials: www.superdatascience.com/690 Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for

en

01:18:01

689: Observing LLMs in Production to Automatically...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/20

Arize's Amber Roberts and Xander Song join Jon Krohn this week, sharing invaluable insights into ML Observability, drift detection, retraining strategies, and the crucial task of ensuring fairness and ethical considerations in AI development. This episode is brought to you by Posit, the open-source data science company (https://posit.co), by AWS Inferentia (go.aws/3zWS0au), and by Anaconda, the world's most popular Python distribution (https://superdatascience.com/anaconda). Interested in

en

00:14:10

688: Six Reasons Why Building LLM Products Is Tricky

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/16

Prompt injection, prompt engineering, context windows, and more: In this week’s Five-Minute Friday, Jon explains why anyone looking to build their own product leveraging LLMs should stop to consider these and three more issues before jumping in. Phillip Carter first outlined these six issues in his article “All the Hard Stuff Nobody Talks About when Building Products with LLMs”. Additional materials: www.superdatascience.com/688 Interested in sponsoring a SuperDataScience Podcast episode? Visit

en

01:46:33

687: Generative Deep Learning, with David Foster

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/13

Autoencoders, transformers, latent space: Learn the elements of generative AI and hear what data scientist David Foster has to say about the potential for generative AI in music, as well as the role that world models play in blending generative AI with reinforcement learning. This episode is brought to you by Posit, the open-source data science company (https://posit.co), by Anaconda, the world's most popular Python distribution (superdatascience.com/anaconda), and by https://WithFeeling.ai, the

en

00:29:58

686: Open-Source "Responsible A.I." Tools, with Ruth...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/09

Mircosoft’s Ruth Yakubu joins Jon Krohn to discuss Responsible AI principles and the open-source Responsible AI Toolbox, allowing users to assess their models for fairness, inclusiveness, privacy, explainability, accountability, and reliability before deployment. Additional materials: www.superdatascience.com/686 Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

en

01:06:19

685: Tools for Building Real-Time Machine Learning...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/06

Richmond Alake, a Machine Learning Architect at Slalom Build, sits down with Jon to share real-time ML insights, tools and career experiences for a high-energy and high impact episode. From his work at Slalom Build to his two AI startups, discover the software choices, ML tools, and front-end development techniques used by a leader in the field. This episode is brought to you by Posit, the open-source data science company (https://posit.co), by AWS Inferentia (go.aws/3zWS0au), and by

en

00:05:49

684: Get More Language Context out of your LLM

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/06/02

Open-source LLMs, FlashAttention and generative AI terminology: Host Jon Krohn gives us the lift we need to explore the next big steps in generative AI. Listen to the specific way in which Stanford University’s “exact attention” algorithm, FlashAttention, could become a competitor for GPT-4’s capabilities. Additional materials: www.superdatascience.com/684 Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

en

01:20:35

683: Contextual A.I. for Adapting to Adversaries,...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/05/30

Monitoring malicious, user-generated content; contextual AI; adapting to novel evasion attempts: Matar Haller speaks to Jon Krohn about the challenges of identifying, analyzing and flagging malicious information online. In this episode, Matar explains how contextual AI and a “database of evil” can help resolve the multiple challenges of blocking dangerous content across a range of media, even those that are live-streamed. This episode is brought to you by Posit, the open-source data science company

en

00:27:36

682: Business Intelligence Tools, with Mico Yuk

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/05/26

In this week's episode, Mico Yuk, host of 'Analytics on Fire', joins Jon Krohn to share her effective business intelligence and analytics framework, BIDS, for persuading key decision makers. She crowns one "power" tool as the analytics king and discusses emerging tools that could challenge its dominance. Tune in for unapologetic insights on future and current BI trends and happenings from the world of BI and analytics. Additional materials: www.superdatascience.com/682 Interested in sponsoring a

en

01:12:01

681: XGBoost: The Ultimate Classifier, with Matt...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/05/23

Unlock the power of XGBoost by learning how to fine-tune its hyperparameters and discover its optimal modeling situations. This and more, when best-selling author and leading Python consultant Matt Harrison teams up with Jon Krohn for yet another jam-packed technical episode! Are you ready to upgrade your data science toolkit in just one hour? Tune-in now! This episode is brought to you by Pathway, the reactive data processing framework (pathway.com/?from=superdatascience), by Posit, the

en

00:30:25

680: Automating Industrial Machines with Data Science...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/05/19

Industrial machinery’s dependence on data science, tech stacks to build IoT platforms, and transitioning from data science to product: This week’s Friday episode with Allegra Alessi explores the minutiae of product ownership for the Internet of Things at packaging company Bobst. Join host Jon Krohn and his guest as they unpack how the IoT is leading factory production. Additional materials: www.superdatascience.com/680 Interested in sponsoring a SuperDataScience Podcast episode? Visit

en

01:34:14

679: The A.I. and Machine Learning Landscape, with...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/05/16

Generative AI, MLOps, and making smart investments in AI: This week’s episode is critical listening for AI investors and generative AI creators. AI investor George Mathew talks with host Jon Krohn about the emerging generative AI stack, the critical elements of MLOps to ensure a scalable model, and the tools developers can use for a saleable product. This episode is brought to you by Posit, the open-source data science company (posit.co), by AWS Inferentia (https://go.aws/3zWS0au), and by Anaconda,

en

00:11:39

678: StableLM: Open-source "ChatGPT"-like LLMs you...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2023/05/12

StableLM, the new family of open-source language models from the brilliant minds behind Stable Diffusion is out! Small, but mighty, these models have been trained on an unprecedented amount of data for single GPU LLMs. This week, Jon breaks down the mechanics of this model–see you there! Additional materials: www.superdatascience.com/678 Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

en

476 results

Similar Podcasts

Lead With AI

Tamara Nall

Linux in the Ham Shack

Black Sparrow Media

Data Engineering Podcast

Tobias Macey

Eye On A.I.

Craig S. Smith

Reflections

Livewire Labs