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.
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- Update frequency
- every 9 days
- Average duration
- 53 minutes
- Episodes
- 209
- Years Active
- 2020 - 2025
Challenges for LLM Implementation - ML 126
In today's episode, we speak with Anand Das, the CTO and co-founder of bito.ai, an LLM-powered code assistant. Expect to learn about managing LLM context, keeping LLMs up-to-date, common user pitfall…
01:16:54 |
Thu 07 Sep 2023
ML in the Cannabis Industry - ML 125
In today's episode, we speak with Shivek Sachdev, product owner at a seed-to-sale Cannabis company. Expect to learn about disrupting new industries, applying LLMs to daily work, and much more!
Sponsor…
Sponsor…
00:53:20 |
Thu 24 Aug 2023
How AI Impacts Society - ML 124
In today's episode we speak to Eric Daimler, a White House Presidential Innovation Fellow, professor at Carnegie Mellon, and the current CEO of Conexus. Expect to learn about how AI is impacting the …
01:00:53 |
Thu 17 Aug 2023
LLMs on Azure - ML 123
In today's episode, we speak with Jeff Procise, founder of Wintellect, an Azure-focused software consulting company. Expect to learn about your next LLM MVP on Azure, the societal impact of AI, the b…
01:14:14 |
Thu 03 Aug 2023
How to Create Team Utils - ML 122
Have you ever written code and thought, "hmm, I wonder if my teammates would use this." Well in today's episode, we show you how to go from concept to production-level code. Spoiler alert: you're goi…
01:04:16 |
Fri 21 Jul 2023
How to Get Sh*t Done - ML 121
In today's episode, Michael and Ben break down some surefire methods to be successful. If you follow these tips, you are guaranteed to co-found the next Google. Some topics include time boxing exciti…
00:58:10 |
Thu 13 Jul 2023
ML at Netflix and How to Learn Deeply - ML 120
In today's episode, we speak with Netflix ML engineer Amir Ziai. Expect to learn about building ML tools for stakeholders, the pros and cons of a Netflix-like culture, and Amir's strategy for learnin…
01:03:23 |
Fri 30 Jun 2023
How to get Promoted - ML 119
In today's episode, we dive into Ben's experience in navigating the career ladder. Expect to learn why your leveling matrix is probably wrong and how you should actually spend your time to maximize c…
00:48:40 |
Fri 23 Jun 2023
How does Search Work? - ML 118
In today's episode, we speak with Roman Grebennikov, an expert in ranking algorithms. Expect to learn about his open source project, the difference between retrieval and ranking, and much more!
Sponso…
Sponso…
00:52:42 |
Thu 15 Jun 2023
How to Learn a New Tool - ML 117
In today's episode, we walk through Ben's experience creating the Hugging Face transformer flavor for ML flow. During this case study we highlight the structure he uses to learn new technologies and …
00:58:02 |
Thu 08 Jun 2023
The Innovation Cycle of AI - ML 116
Today we speak with ex-Googler, Praveen Paritosh. He has over 20 years of experience as a research scientist and has worked on some of AI's most impactful projects. Expect to learn about scientific i…
01:09:39 |
Thu 25 May 2023
All Things Machine Learning - ML 115
Host from the Ruby Rogues podcast, Dave Kimura joins Ben and Michael for this week's crossover episode. They discuss applying machine learning, deep learning, and algorithm. They also dive into how a…
01:07:41 |
Thu 11 May 2023
How to Transition from Academics to Industry - ML 114
Today we speak with Noah Silbert, a former data scientist at Netflix and current data scientist at Tubi. Expect to learn about company size can impact your role and day-to-day work as a data scientis…
00:57:00 |
Fri 05 May 2023
How to Make your Projects Succeed - ML 113
In today's episode, we walk through a project that Michael is currently working on. Expect to learn about scoping a project, getting feedback, and ensuring value.
Sponsors
Sponsors
01:04:15 |
Thu 27 Apr 2023
Jason Weimann - Learn Video Game Development with Chuck - BONUS
Jason Weimann is a Developer and Instructor. He returns to the show with Chuck to talk about video game creation. He shares his experiences as a developer and dives into his courses wherein he gives …
00:50:13 |
Fri 21 Apr 2023
How to Think Like a Principal Architect - ML 112
Today, we do a deep dive into Ben's background. We cover his career trajectory and, more importantly, how nature and nurture have impacted the way he thinks.
Sponsors
Sponsors
01:03:29 |
Thu 13 Apr 2023
How Do You Stop Hating Your Job? - BONUS
Are you dissatisfied with your job? Sam Feeney helps organizations improve employee engagement, increase retention, and reinvent hiring while helping individuals (re)discover career satisfaction in t…
00:44:44 |
Thu 13 Apr 2023
How to Transition from Software Engineer to ML Engineer - ML 111
Today we speak with a software engineer who is interested in becoming an ML engineer. Expect to learn about ML roles that are most attainable based on a strong software engineering skill set. We also…
00:55:19 |
Fri 07 Apr 2023
Machine Learning for Meeting Notes - ML 110
Today we look at an applied use case for ML: developing intelligent meeting notes. Expect to learn about LLMs, AI assistants, and how to develop an AI startup.
On YouTubeMachine Learning for Meeting N…
On YouTubeMachine Learning for Meeting N…
01:04:13 |
Thu 30 Mar 2023
Model Serving at Databricks - ML 109
Today we deep dive into the mind of two brilliant Databricks software engineers. Their primary project was building the model serving feature, but expect to learn about ML side projects, traits of su…
00:54:21 |
Mon 27 Mar 2023
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