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Podcast
Into the Hopper
By Tim Hopper
12
2
An occasional podcast about machine learning, data science, software engineering, and more.
An occasional podcast about machine learning, data science, software engineering, and more.
The Evolution of AI Agents with Ben Labaschin
Episode in
Into the Hopper
Links
Ben's Twitter
[Ben’s Website]https://econoben.dev/)
WorkHelix
What Are AI Agents - O'Reilly Book
Managing Memory for AI Agents - O'Reilly Book
Bead Development Tool
Subscribe
RSS Feed
Apple Podcasts
Spotify
Overcast
In this episode of Into the Hopper, Tim talks with Ben Labishin from WorkHelix about AI agents and their impact on software development. Ben discusses AI memory management, practical strategies for using large language models, and the evolving role of developers in the age of AI. The conversation also addresses the balance between automation and foundational skills for junior engineers, offering valuable insights for professionals navigating this transformative landscape.
38:02
Writing a Math Textbook with Claude with Professor Ghrist
Episode in
Into the Hopper
Find out more at podcast.tdhopper.com.
43:22
Building a Startup with AI with Jowanza Joseph
Episode in
Into the Hopper
Find out more at podcast.tdhopper.com.
56:58
AI Assisted Programming with Ravi Mody
Episode in
Into the Hopper
I talk with data science veteran Ravi Mody about his use of large language models in programming practice.
Links:
Ravi Mody on LinkedIn
ChatGPT
Claude.ai
BBEdit
Cursor
Drew Conway's Data Science Venn Diagram
37:27
Apache Pulsar with Jowanza Joseph
Episode in
Into the Hopper
I talk with Jowanza Joseph about his new book Mastering Apache Pulsar: Cloud Native Event Streaming at Scale.
Links:
Jowanza's Pulsar talks
Jowanza's Twitter
Jowanza's website
Pulsar homepage
The Log: What every software engineer should know about real-time data's unifying abstraction by Jay Kreps
StreamNative - Hosted Pulsar
Datastax Astra Streaming - Hosted Pulsar
Cloud Native Computing Foundation
Pulsar Functions
Pulsar IO
Pulsar SQL
Apache ZooKeeper
Apache BookKeeper
50:53
Ocean Engineering to Data Science with Brenton Mallen
Episode in
Into the Hopper
I talk with Brenton Mallen about his career progression from ocean engineering to data science.
Links:
Brenton's Twitter
Brenton's Instagram
Brenton's Website
Ocean Engineering at Florida Atlantic University
45:07
Hiring Data Scientists with Roy Keyes
Episode in
Into the Hopper
I talk with Roy Keyes about his imporant new book Hiring Data Scientists and Machine Learning Engineers.
Links:
Roy's Twitter
Roy's Book
Data Scientists at Work
Data Scientist: The Sexiest Job of the 21st Century by Thomas H. Davenport and D.J. Patil
Building Data Science Teams by DJ Patil
Find out more about Into the Hopper at podcast.tdhopper.com
Music is Una Mañana Dorada by Silva de Alegria is licensed under a Attribution License.
tdhopper.com — @tdhopper
44:22
Feature Stores with Willem Pienaar
Episode in
Into the Hopper
Adam Laiacano and I talk with Willem Pienaar, software engineer at Tecton, about feature stores and his work on the Feast open source feature store library.
Links:
Willem's Twitter
Adam's Twitter
Feast: feature store for Machine Learning (2020 talk)
Feast
Tecton
GoJek on Wikipedia
featurestore.org
Find out more about Into the Hopper at podcast.tdhopper.com
Music is Una Mañana Dorada by Silva de Alegria is licensed under a Attribution License.
tdhopper.com — @tdhopper
45:00
Evolution of a Data Scientist with Adam Laiacano
Episode in
Into the Hopper
In this episode, I talk with Spotify Staff Machine Learning Engineer Adam Laiacano about his roots working on nuclear clocks and his evolution into leading machine learning projects at Spotify.
Find out more about Into the Hopper at https://podcast.tdhopper.com/.
59:26
Customer Focused Data Science with Mike Rogers
Episode in
Into the Hopper
In this episode, I speak with Mike Rogers, Senior Director of Solutions Architecture at Tala Security, about the importance of customer-focused data science for enterprise software products.
Links:
Tala Security
Mike's Twitter
Mike's LinkedIn
How I Became a Data Scientist Despite Being a Math Major
Music is Una Mañana Dorada by Silva de Alegria is licensed under a Attribution License.
32:26
Fizz Buzz Book with Joel Grus
Episode in
Into the Hopper
In this episode, Joel and I discuss his brilliant new book Ten Essays on Fizz Buzz Meditations on Python, mathematics, science, engineering, and design.
Links:
Fizz Buzz in Tensorflow
Livecoding Madness - Let's Build a Deep Learning Library
I don't like notebooks
Live Coding the Advent of Code
Data Science from Scratch Second Edition
Fizz Buzz Book: Meditations on Python, mathematics, science, engineering, and design
Joel's Twitter
Music is Una Mañana Dorada by Silva de Alegria is licensed under a Attribution License.
Find out more about Into the Hopper at podcast.tdhopper.com
36:45
Ten Years of Data Science with Josh Wills and Oscar Boykin
Episode in
Into the Hopper
In this episode, we discuss metadata stores, the marketability of math skills, dreams for the data science language of the future, the career advantage of tackling easy problems, and machine learning as technical debt. Josh also bashes blockchains.
Find out more about Into the Hopper at podcast.tdhopper.com
Music is Una Mañana Dorada by Silva de Alegria is licensed under a Attribution License.
tdhopper.com — @tdhopper
58:53
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