logo
episode-header-image
Apr 2021
7m 14s

464: A.I. vs Machine Learning vs Deep Le...

Jon Krohn
About this episode
In this episode, I tackle three often conflated terms - AI, machine learning, and deep learning - to shine some light on what exactly they are. Additional materials: www.superdatascience.com/464 
Up next
Jan 27
961: Distributed Artificial Superintelligence, with Dr. Vijoy Pandey
Dr. Vijoy Pandey returns to the show to talk to Jon Krohn about Cisco’s work to advance medicine and mitigate the impact of climate change with distributed artificial super-intelligence. Dr. Vijoy Pandey believes in a future where humans and AI agents work together to tackle our ... Show More
1h 9m
Jan 23
960: In Case You Missed It in December 2025
For 2026’s first episode of In Case You Missed It (ICYMI), Jon Krohn selects 6 clips from December for a wide-ranging look at the current state of AI in business and beyond. Hear from Joel Beasley (Episode 945), Jeff Li (Episode 947), Sandy Pentland (Episode 949), Josh Clemm (Epi ... Show More
40m 45s
Jan 20
959: Building Agents 101: Design Patterns, Evals and Optimization (with Sinan Ozdemir)
AI entrepreneur and bestselling author Sinan Ozdemir speaks to Jon Krohn about the practical differences between agentic AI and AI workflows, why evaluating accuracy on its own won’t tell you enough about AI models, and more about his latest book Building Agentic AI. This episode ... Show More
1h 4m
Recommended Episodes
May 2023
AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms CPU, GPU, TPU, and Federated Learning, explain how these terms relate to AI and why it’s important to know about them. Want to dive deeper into an understanding of artificial intellige ... Show More
11m 24s
Jun 2020
Rust and machine learning #4: practical tools (Ep. 110)
<p>In this episode I make a non exhaustive list of machine learning tools and frameworks, written in Rust. Not all of them are mature enough for production environments. I believe that community effort can change this very quickly.</p> <p>To make a comparison with the Python ecos ... Show More
24m 18s
Dec 2016
Ep. 2: Where Deep Learning Goes Next - Bryan Catanzaro, NVIDIA Applied Deep Learning Research
Bryan Catanzaro, vice president for applied deep learning research at NVIDIA, talks about how we know an AI technology is working, the potential for AI-powered speech, and where we’ll see the next deep learning breakthroughs. 
32m 52s
Jul 2023
AI Today Podcast: AI Glossary Series – Automated Machine Learning (AutoML)
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Automated Machine Learning (AutoML), explain how this term relate to AI and why it’s important to know about them. Show Notes: FREE Intro to CPMAI mini course CPMAI Training and Certifi ... Show More
9m 11s
Feb 2025
Grok 3: The New AI Challenger
In this episode, Jaeden discusses the launch of Grok 3, the latest AI model from X AI, highlighting its capabilities, training methods, and performance benchmarks compared to competitors like OpenAI's ChatGPT. He shares personal experiences using Grok 3, including its reasoning a ... Show More
18m 24s
Oct 2024
PP033: AI and Machine Learning 101 for Cybersecurity
The terms “AI” and “machine learning (ML)” get thrown around pretty regularly in IT and cybersecurity. On today’s Packet Protector we get an introduction to AI and ML to help you ask the right questions when vendors tout their latest AI-infused products. Our guest is Jeff Crume, ... Show More
46m 21s
Nov 2024
AI Use Case Series: AI in Education [AI Today Podcast]
Using AI in education can have a dramatic impact on students and teachers alike. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being applied in education and learning. AI powered education Indeed, AI-powered learning is really exciting peopl ... Show More
18m 3s
Jan 2025
Not all AI is, well, AI
Artificial intelligence and promises about the tech are everywhere these days. But excitement about genuine advances can easily veer into hype, according to Arvind Narayanan, computer science professor at Princeton who along with PhD candidate Sayash Kapoor wrote the book “AI Sna ... Show More
13m 54s
Mar 2023
AI Today Podcast: AI Glossary Series – Decision Trees
There are many algorithms that can be used for classification and it’s important to at least know them at a high level. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Support Vector Machine & Kernel Method, and explain how they rel ... Show More
10m 34s