Sinopsis
Exploring Machine Learning, AI, and Data Science
Episodios
-
Steve Orrin on the Importance of Hardware in AI Development
27/06/2023 Duración: 01h02minOn this episode of Data Driven, the focus is on hardware from AI optimized chips to edge computing.Frank and Andy interview Steven Orrin, the CTO of Intel Federal.Intel has developed new CPU instructions to accelerate AI workloads, and FPGAs allow for faster development in custom applications with specific needs. The speaker emphasizes the importance of data curation and wrangling before jumping into machine learning and AI, LinksWebinar: AI application benchmarking on Intel hardware through Red Hat OpenShift Data Science Platform. Register here: https://qrcodes.at/RHODSIntelBenchmarkingWebinarGet a free audiobook on us! http://thedatadrivenbook.com/Moments00:01:59 Hardware and software infrastructure for AI.00:07:18 AI benchmarks show importance of GPUs & CPUs00:14:08 Habana is a two-chip strategy offering AI accelerator chips designed for training flows and inferencing workloads. It is available in the Amazon cloud and data centers. The Habana chips are geared for large-scale training and inference
-
*DataPoint* Accelerating AI with Python-native Ray and the Importance of Open Source in AI
16/06/2023 Duración: 16minOn this episode of Data Driven, we explore the topic of distributed computing frameworks for AI and ML workloads. Frank discusses the advancements of Ray, a new technology based on Python language, with performance enhancements that could range from 10-12 times faster to thousands of times faster in extreme cases. We delve into the power of open source artificial intelligence and how it can aid data endeavors to accelerate these efforts. Along the way, we touch upon IBM and Red Hat's partnership, the evolution of technology, the importance of problem-specific solutions, and more. Stay tuned for a new episode of "Data Driven" and a special segment from our speaker on the potential AI holds for our future.[00:01:50] Ray is a new computing framework for AI/ML, may replace Spark, based on Python, can free people from PySpark.[00:03:49] Speaker has a MacBook M2 and prefers it over Windows. They enjoy stream-side streaming and wrote an article prompted by a question at work about a new technology claiming to be the
-
Saket Saurabh on Automating Data Engineering
23/05/2023 Duración: 50minIn this episode of Data Driven, Frank and Andy get back to the data engineering side of the equation by speaking with Saket Saurabh, CEO & co founder of Nexla. Nexla specializes in tools for automating data engineering processes.
-
Celebrating 6 years of Data Driven and a New Magazine
16/05/2023 Duración: 01h12minWelcome to the grand premiere of Season 7 of the Data Driven Podcast! In this inaugural episode of our seventh season, Andy and Frank interview each other, announce their new project, and more!Now, let us start season 7 with the promise that our season 7 will be better than Game Of Thrones' Season 7. The north remembers, as you know.
-
Albert Castellana on Generative AI Agents
09/05/2023 Duración: 57minOn this episode of the Data Driven podcast, Frank and Andy interview Albert Castellana, Co-Founder and CEO at Yeager AI. Yeager as in Chuck Yeager and AI as in generative AI.Stay tuned for a fascinating discussion on the nature of NLP models, entrepreneurship, and good Barcelona coffee.Linkshttps://yeager.ai/https://www.linkedin.com/in/acastellana/https://www.youtube.com/@TheWhyFilesPS. I know that last week I said that show number 326 would be the last of season six. This just goes to show you that you cannot always trust what an AI tells you.-BAILeY
-
Bryan Debois on Autonomous Industrial AI
02/05/2023 Duración: 59minOn today's episode of the Data Driven podcast, Frank and Andy interview Bryan DeBois, Director of Industrial AI at RoviSys. In the 90s, Andy worked extensively in this space. This is a great conversation and a fine way to close out season six.
-
W. Curtis Preston on the Future of Backup Tech
25/04/2023 Duración: 53minIn this episode, Frank interviews W. Curtis Preston on the Future of Backup Tech after getting nostalgic about T1 lines, tapes, and the Y2K bug.
-
Thomas Yionoulis on Going from Stand Up to Start Up
12/04/2023 Duración: 45minOn today's episode of the Data Driven podcast, Andy interviews Tommy Yionoulis, founder of Ops Analitica. As a former stand-up comic turned sass founder, he has extensive experience helping businesses become more efficient and profitable through process, accountability, and data.
-
Gevorg Karapetyan on Talking with Your Data
04/04/2023 Duración: 47minOn today's episode of the Data Driven podcast, Frank and Andy welcome Gevorg Karapetyan to the show. Gevorg is the Chief Technology Officer at ZERO. In this talk, he talks about his past days in computer science research and shares how ZERO helps Fortune 500 companies bring generative AI to market in the most secure way.
-
*DataPoint* Andy Back at Heathrow After SQLBits
16/03/2023 Duración: 02minIn this Data Point, Andy records a quick data point from a much quieter place than the last time he was at Heathrow Airport.
-
Chris Nguyen on Teaching AI Common Sense
14/03/2023 Duración: 55minOn today's episode of the Data Driven podcast, we have a very special guest: Chris Nguyen, the CEO and Co-Founder of Aitomatic. In our interview with Chris, we delve into the exciting world of industrial AI use cases, explore the challenges faced by manufacturers, and discuss the ever-important topic of teaching AI common sense. Additionally, we explore the disconnect between Silicon Valley and the manufacturing industry, shedding light on the unique perspectives and expertise that each brings to the table. So sit back, relax, and join us on this fascinating journey into the world of industrial AI and manufacturing!
-
AI's Big Security Problem
28/02/2023 Duración: 19minIn this livestream, Frank talks about the enormous attack surface that all AI models have and how ChatGPT and Bing have made it headline news.
-
*Bonus* Buzzwords with Bailey
18/02/2023 Duración: 04minWelcome to the first episode of "Buzzwords with BAILeY", the podcast where we take a sarcastic, witty, and entertaining look at the latest buzzwords in the world of data science and AI.In this episode, we're exploring the fascinating world of GANs - Generative Adversarial Networks - and breaking down what they are, how they work, and why they're revolutionizing the world of machine learning.But that's not all - we're also taking a closer look at the latest research and trends in the industry, and sharing practical tips and advice for anyone looking to get started with GANs or other advanced machine learning techniques.With our signature blend of humor, insight, and cutting-edge knowledge, we're confident that this episode will leave you informed, entertained, and inspired to take your own machine learning journey to the next level.And, if this episode proves to be as successful as we hope it will be, "Buzzwords with BAILeY" just might become its own podcast series, dedicated to exploring the latest trends and
-
Josh Blumert on Containerized Storage
16/02/2023 Duración: 01h02minIn this episode Frank talked with Josh Blumert on the evolution of storage and how we got to containerized storage.This was originally recorded as part of the Data Office Hours series on the OpenShift YouTube channel.
-
Big Tech Layoffs
25/01/2023 Duración: 01h16minIn this livestream, Frank and Andy talk about the recent round of layoffs hitting technology companies. Stu Ainsworth joins them in an impromptu discussion of layoffs, mental health, and empathy. Stu, who was previously a guest on the show, was recently laid off from SalesForce. If you're looking for a Site Reliability engineer, then look no further than Stu. Show notesStu's LinkedIn Profile - https://www.linkedin.com/in/stuartainsworth/OddTodd Day in the Life (Flash Cartoon from 2002) - https://www.youtube.com/watch?v=5dMFM-Jqji0 Sending your resume into Space - https://youtu.be/XC6mzc_uq6k?t=104 10X Rule Summary - https://www.youtube.com/watch?v=vlF0CucyBv8Claim a free Audio book - www.thedatadrivenbook.com Private Sting Concert News Story - https://uproxx.com/indie/microsoft-sting-private-concert-layoffs/
-
*Data Point* Live from New York
20/01/2023 Duración: 03minIn this Data Point recorded live from Penn Station, Frank talks about moderating a panel discussion for Disruptive Technologists in NYC to talk about NeuroTechnology.He also reaches out to those impacted by the Microsoft layoffs.Note that BAILey is a bit salty about the Sting concert.
-
Jack Tompkins on the Power of Dashboards
09/01/2023 Duración: 41minIn this episode Frank interviews, Jack Tompkins, partner and founder of Pineapple Consulting Firm , a company that turns data into visualizations, allowing their clients to make more informed strategic choices. Jack has now taken the analytical, financial, and partnership skills he's honed over his career and offers them to small and medium-sized businesses that know how powerful data can be, but don’t have the internal resources to turn their data into a powerful business asset. Due to a scheduling conflict, Andy was not able to be on this episode, but fear not dear listener: There's an Andy only show coming up!
-
2022 Year in Review
30/12/2022 Duración: 01h22minIn this episode, Frank and Andy reflect on the year that 2022. It was quite the year for all of us here at data driven media, both personally and professionally. You'll hear Frank and Andy go down a few rabbit holes around AI creativity and it takes them about an hour until the first Expanse reference.I'll cut them some slack since it's the holidays.-BAILeY
-
AWS ReInvent ReCap
05/12/2022 Duración: 37minIn this livestream, Frank and Andy recap reinvent, the big AWS conference in Las Vegas. They both take a look at the AWS ecosystem from their heavily Azure centric perspective. However, in the end, data science is based on maths. And Maths is the ultimate platform agnostic platform.Wow! Say that ten times fast.
-
*AWS ReInvent* Walking Around the Expo Floor and the Robotic Bartender
29/11/2022 Duración: 16minFrank is out at the big AWS show in Las Vegas. Apparently, having some seventy thousand attendees in one place wreaks havoc on Wifi and Cellular signals. As such, the stream drops out right after Frank talks to the guy at the AWS Green Grass booth demo. Such a pity.Now here's Frank live from the Expo floor at AWS Reinvent in Las Vegas.