Adventures in Machine Learning
Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning Engineer.
Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
- Update frequency
- every 9 days
- Average duration
- 53 minutes
- Episodes
- 209
- Years Active
- 2020 - 2025
Testing Your MLOps - ML 051
The panel jumps in to attempt to break your mental build regarding testing your ML Ops. They advocate for good testing practices around your code and systems and discuss how you can reliable test the…
00:56:28 |
Thu 28 Oct 2021
Deploying Your Machine Learning Models with FastAPI ft. Ahmad Mustafa Anis - ML 050
Ahmad Mustafa Anis joins the adventure to discuss how he deploys his Machine Learning models using FastAPI. FastAPI is a system for connecting and running Python programs. If your model is built in …
00:52:02 |
Thu 21 Oct 2021
Monitoring and Evaluating Data Sets ft. Emeli Dral and Elena Samuylova - ML 049
Emeli Dral and Elena Samuylova joins the Adventure to discuss the tools they have built to monitor data quality to determine where data problems occur, what they mean, and how to fix them. Panel…
00:17:28 |
Thu 14 Oct 2021
The MLOps Community with Demetrios Brinkmann - ML048
Demetrios Brinkmann joins the adventure to discuss how he build and supports the MLOps Slack community and online meetups. He goes into the community, moderation, running meetups, sponsorships, and m…
00:57:08 |
Thu 07 Oct 2021
How to Build and Organize Production ML Solutions ft. Conor Murphy - ML 047
Conor Murphy joins the adventure to explain how he approaches new problems from customers at databricks and how he helps customers see their way past issues with their current solutions to get the ou…
01:09:54 |
Thu 30 Sep 2021
Using AI to Make the LifeCycle of Software Development Easier ft. Antonio Alegria - ML 046
Antonio Alegria is the head of AI at Outsystems. He leads the effort to find ways to use AI to augment people's experience building software. He joins in to talk about how Outsystems approaches explo…
01:02:28 |
Wed 22 Sep 2021
Multi-modal AI and Machine Teaching ft. Slater Victoroff - ML 045
Slater Victoroff joins the Adventure to discuss mutli-modal AI and machine teaching with the panel. He starts out explaining what multi-modal AI is and how it works. The conversation goes deep before…
01:20:32 |
Thu 16 Sep 2021
AI Assisted Development ft. Sydney Lai - ML 044
Sydney Lai joins the Adventure to discuss how she and her colleagues build AI assisted features for developers and how that they handle scenarios that they can't always plan for. Panel
- Ben …
01:16:03 |
Thu 02 Sep 2021
Data + ML: What Could Go Wrong? ft. Sandeep Uttamchandani - ML 043
Sandeep Uttamchandani joins the Adventure to discuss the relationships between Data Science and Machine Learning. He walks through the ways you should set up, manage, and consider the data you u…
01:07:14 |
Thu 26 Aug 2021
From Software Engineer to Data Engineer ft. Alexey Grigorev - ML 042
Alexey Grigorev joins the Adventure to discuss how software engineers can begin making the transition from Software Engineer to Data Scientist in their career. Ben Wilson also gets asked about t…
00:49:14 |
Thu 19 Aug 2021
Writing Production Code for ML ft. Ken Youens-Clark - ML 041
Ken Youens-Clark joins the adventure to discuss how to write well factored code with tests to help ML be more approachable. He, Ben, and Chuck discuss what it takes to write good code that runs effic…
01:09:31 |
Thu 12 Aug 2021
Machine Learning for Tabular Data in Practice ft. Mark Ryan - ML 040
Mark Ryan is our first returning guest to the Adventure. He has created a video series for Manning showing how to use Machine Learning for Tabular data. He walks Ben Wilson through the ins and o…
00:49:06 |
Thu 05 Aug 2021
Transformers and Attention in Machine Learning ft. Ekrem Aksoy - ML 039
Ekrem Aksoy joins the adventure to discuss transformers and the method of helping Machine Learning algorithms focus on the important parts of an image to determine what to do. Panel
- Ben Wilson
- C…
01:01:43 |
Thu 29 Jul 2021
Mentorship in Machine Learning - ML 038
Ben Wilson explains the recent developments at DataBricks with their Machine Learning mentorship program for some of their experts. He talks about his approach to helping the Data Scientists and Deve…
01:05:32 |
Thu 22 Jul 2021
Productionized Machine Learning Engineers featuring Laszlo Sragner - ML 037
Laszlo Sragner joins the adventure to discuss how to make your machine learning approach production ready. The discussion ranges through code quality and how to build and manage your models to keep t…
00:59:04 |
Tue 13 Jul 2021
Data Pipelines with Metaflow featuring Ville Tuulos - ML 036
Ville Tuulos is a former Netflix data scientist and engineer who now helps people manage their data pipelines. He's the author of Effective Data Science Infrastructure from Manning publishing and the…
00:55:02 |
Thu 08 Jul 2021
Machine Learning: More than Just an Algorithm - ML 035
The conversation starts out asking what’s coming down the pipeline for the Machine Learning community. Ben explains why it’s hard to predict and leads the conversation into what the challenges really…
00:52:35 |
Thu 01 Jul 2021
How to Get Started in Machine Learning - ML 034
In this episode, Ben, Francois and Chuck talk about the skills and knowledge that will help you get started with machine learning. Ben outlines 3 different things that will get you started faster tha…
00:51:22 |
Thu 24 Jun 2021
Scaling video processing with Deep Learning - ML 033
In this episode we talk with Serhii Maksymenko about how to scale video processing with DL frameworks. From buffered asynchronous processing to how to get started with projects of this complexity, Se…
00:53:53 |
Thu 17 Jun 2021
The 3 Essentials for Successful Job Outcomes - BONUS
Chuck dives into the 3 essentials for getting the next successful outcome you want in your career. Whether that's something simple like a raise or something more complex like going freelance, you can…
00:35:25 |
Fri 04 Jun 2021
Disclaimer: The podcast and artwork embedded on this page are the property of Charles M Wood. This content is not affiliated with or endorsed by eachpod.com.