logo
episode-header-image
Jul 2023
9m 11s

AI Today Podcast: AI Glossary Series – A...

AI & Data Today
About this episode

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 Certification
  • AI Glossary
  • AI Glossary Series – DevOps, Machine Learning Operations (ML Ops)
  • AI Glossary Series – Model Tuning and Hyperparameter
  • Glossary Series: (Artificial) Neural Networks, Node (Neuron), Layer
  • Glossary Series: Bias, Weight, Activation Function, Convergence, ReLU
  • Glossary Series: Perceptron
  • Glossary Series: Hidden Layer, Deep Learning
  • Glossary Series: Loss Function, Cost Function & Gradient Descent
  • Glossary Series: Backpropagation, Learning Rate, Optimizer
  • Glossary Series: Feed-Forward Neural Network
  • AI Glossary Series – Machine Learning, Algorithm, Model
  • AI Glossary Series – Model Tuning and Hyperparameter

Continue reading AI Today Podcast: AI Glossary Series – Automated Machine Learning (AutoML) at Cognilytica.

Up next
Jun 2025
AI Use Case Series: AI in Environmental Management
In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is being applied to one of humanity’s greatest challenges: protecting the environment. From conservation and climate modeling to waste management and disaster response, AI is p ... Show More
15m 44s
Jun 2025
AI Use Case Series: AI in Mining
In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer dig into the transformative role of artificial intelligence in the mining industry. From underground safety to surface-level sustainability, AI is helping modernize one of the world’s oldest and most essential se ... Show More
13m 50s
Jun 2025
AI Use Case Series: AI in Art & Design
In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is reshaping the world of art and design. From generative art and music to personalized experiences and collaborative creativity, AI is empowering both professional artists and ... Show More
14m 25s
Recommended Episodes
Feb 2017
MLG 001 Introduction
Show notes: ocdevel.com/mlg/1. MLG teaches the fundamentals of machine learning and artificial intelligence. It covers intuition, models, math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the forest. Consider MLG your syllabus, with high ... Show More
8m 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 reasoni ... Show More
16m 45s
Apr 2017
Feature Processing for Text Analytics
It seems like every day there's more and more machine learning problems that involve learning on text data, but text itself makes for fairly lousy inputs to machine learning algorithms.  That's why there are text vectorization algorithms, which re-format text data so it's ready f ... Show More
17m 28s
Feb 2017
MLG 002 What is AI, ML, DS
Links: Notes and resources at ocdevel.com/mlg/2 Try a walking desk stay healthy & sharp while you learn & code Try Descript audio/video editing with AI power-tools What is artificial intelligence, machine learning, and data science? What are their differences? AI history. Hierarc ... Show More
1h 5m
Oct 2024
These AI Tools Are Disrupting the Entire Podcast Industry
Episode 28: How will augmented reality and AI tools revolutionize how we interact with our devices? Matt Wolfe (https://x.com/mreflow) and Nathan Lands (https://x.com/NathanLands) ponder if AI-generated entities like podcast hosts change our understanding of reality. In this epis ... Show More
37m 46s
Sep 2024
AI is more than GenAI
GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI in this episode to give listeners a better mental model. Don’t miss this one if y ... Show More
40m 3s
Apr 2025
Andriy Burkov - The TRUTH About Large Language Models and Agentic AI (with Andriy Burkov, Author "The Hundred-Page Language Models Book")
Andriy Burkov is a renowned machine learning expert and leader. He's also the author of (so far) three books on machine learning, including the recently-released "The Hundred-Page Language Models Book", which takes curious people from the very basics of language models all the wa ... Show More
1h 24m
Sep 9
5 Debates Shaping AI
AI is at the center of five big debates: is massive AI spending fueling real growth or just a bubble, will entry-level jobs vanish, does AI truly boost productivity, is vibe coding overhyped, and should we accelerate or slow down with open-source and policy? These questions captu ... Show More
29m 17s
Dec 2024
The TED AI Show: How AI robots learn just like babies — but a million times faster w/ NVIDIA’s Rev Lebaredian
Computers have been outperforming humans for years on tasks like solving complex equations or analyzing data, but when it comes to the physical world, robots struggle to keep up. It can take years to train robots to function in the messy chaos of the “real world” — but thanks to ... Show More
53m 27s