Michael Berk
Podcasts
<div>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.</div>
204 Episodes
Episodes
Host from the Adventures in ML podcast, Ben Wilson and Michael Berk join Dave for this week's crossover episode. They...
1:07:36
May 10, 2023
Hosts of the Adventures in DevOps podcast, Jillian Rowe and Jonathan Hall, join Ben and Michael on this week's...
1:05:21
Mar 30, 2023
Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features...
48:43
Nov 11, 2021
What do cows and camels have to do with the human brain? The latest developments in machine learning, of course! In...
42:06
Jan 09, 2025
Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features...
45:41
Jan 02, 2025
In today's episode, we dive into the critical decision-making process of building versus buying technology solutions,...
31:58
Dec 26, 2024
In this episode, Ben and Michael explore burnout, particularly in machine learning and data science. They highlight...
01:12:04
Dec 12, 2024
In today’s episode, Michael and Ben are joined by industry expert Barzan Mozafari, the CEO and co-founder at Keebo....
55:42
Nov 29, 2024
Today, join Michael and Ben as they delve into crucial topics surrounding code security and the safe execution of...
51:45
Nov 21, 2024
They delve into the journeys and insights of distinguished leaders in the development world. In today's episode,...
58:26
Nov 14, 2024
In today's episode, Michael and Ben discuss peer review, specifically Michael's experiences. Michael explains his...
01:08:09
Nov 07, 2024
In today's episode, Ben and Michael discuss how to handle situations involving individuals lacking expertise in...
01:16:15
Oct 31, 2024
In this episode, Michael and Ben dive deep into the intersection of education and technology with their insightful...
01:08:19
Oct 24, 2024
Today, they dive deep into the fascinating intersection of open-source development and machine learning. Michael and...
01:02:12
Oct 17, 2024
In this week's episode, Michael and Ben sit down with Artem Koren, Chief Product Officer at Sembly AI, to explore the...
59:06
Oct 10, 2024
In today's episode, Michael is joined by Hikari Senju the Founder and CEO at Omneky. He starts by discussing how he...
01:01:32
Oct 03, 2024
Today, Ben and Michael dive into a compelling discussion on the intricate dance between challenges, feedback,...
01:06:39
Sep 26, 2024
Michael Berk dives deep into the adventures of AI and machine learning with our special guest, Richmond Alake, a...
01:03:57
Sep 19, 2024
Today, we have a special guest Abi Aryan, an accomplished founder of Abide AI and a seasoned expert in machine...
01:07:25
Sep 12, 2024
Today, host Michael Berk and Ben Wilson dive deep into the multifaceted world of software engineering and data...
59:52
Aug 29, 2024
In today's episode, Ben and Michael dive deep into the intricacies of software development, innovation, and team...
01:05:14
Aug 22, 2024
In today's episode, Ben and Michael dive deep into the intersection of education, AI, and innovative instructional...
01:03:26
Aug 15, 2024
In today's episode, our hosts Michael, Ben, and special guest Keith Goode delve deep into the transformative role of...
56:09
Aug 08, 2024
In today's episode, they delve deep into the intertwining worlds of technology, security, and innovation with Aaron...
01:06:42
Jul 24, 2024
In today’s episode, they dive into the intricate world of MLOps with Brad Micklea, a seasoned expert with extensive...
57:33
Jul 18, 2024
In today's episode, they dive deep into the evolving landscape of software development. Join us as Kirk, the CTO and...
56:20
Jul 11, 2024
In today's episode, Michael and Ben alongside our guest Alex Levin dive deep into the evolving landscape of AI...
54:41
Jul 04, 2024
In today's episode, Michael and Ben dissect the process of building maintainable and impactful products, emphasizing...
01:00:21
Jun 27, 2024
In today's episode, Michael Berk and Ben Wilson dive deep into the intricacies of technical interviews for machine...
57:43
Jun 20, 2024
Michael Berk and Ben Wilson from Databricks are joined by Brooke Wenig, who has a fascinating background in...
01:07:42
Jun 13, 2024
Michael Berk and Ben Wilson join cybersecurity expert Daniel Miessler to delve into the cutting-edge world of AI and...
01:17:50
Jun 06, 2024
Fernando Lopez is an AI Engineer at Google. They delve deep into the realms of machine learning, documentation...
01:05:04
May 23, 2024
Deeksha Goyal is the Senior Machine Learning Engineer at Lyft and Michael Sun is the Staff Software Engineer at Lyft....
01:07:05
May 09, 2024
Matt Van Itallie is the Founder & CEO at Sema. This episode covers a wide range of topics, from the impact of AI and...
01:13:31
May 02, 2024
Terry Rodriguez is the Co-Founder at Remyx AI. They discuss the challenges and opportunities in deploying and...
01:06:38
Apr 25, 2024
Lukas Geiger is a Deep Learning Scientist, open-source developer, and an astroparticle physicist. He shares his...
01:16:09
Apr 18, 2024
Nick Schrock is the Founder of Dagster Labs. He is also the Creator of Dagster and the Co-creator of GraphQL. They...
01:06:25
Apr 11, 2024
Ben and Michael dive into the dynamic relationship between engineers and scientists in the realms of software...
51:49
Apr 04, 2024
Michael and Ben dive into the critical role of design in software development processes. They emphasize the value of...
01:05:41
Mar 28, 2024
Michael and Ben share their insights on being called in to fix issues in production systems at the last minute. They...
38:12
Mar 21, 2024
Ben and Michael dive into the world of machine learning operations (MLOps) and discuss the complexities of building a...
56:39
Mar 14, 2024
Ben and Michael dive into the complex world of decision-making, transparency, and truth-seeking in professional...
59:57
Feb 22, 2024
Davis King is the perception engineer at Aurora. They talk about Dlib, which makes real-world machine learning and...
1:17:17
Feb 08, 2024
Ben and Michael delve into the crucial aspects of coding, culture, and collaboration. From the importance of proper...
1:05:19
Jan 25, 2024
Konstantin Gizdarski and Jonas Timmermann are software engineers at Lyft. They dive deep into the world of machine...
1:05:11
Jan 18, 2024
James Lamb is the senior software engineer at NVIDIA. They delve into the world of open-source contributions and the...
54:04
Jan 04, 2024
Richard Berk delves into the exciting world of machine learning in a thought-provoking discussion on a wide range of...
1:28:49
Dec 21, 2023
Michael and Ben take a deep dive into the insightful journey spanning nuclear engineering, software development, and...
1:15:43
Dec 07, 2023
Piotr Skalski is a computer vision engineer at Roboflow. They dive deep into the world of computer vision and AI...
1:15:35
Nov 30, 2023
In today's episode, we speak with Neil Theise, a pathologist at NYU and author of Notes on Complexity: A Scientific...
1:28:24
Nov 23, 2023
Episodes
In today's episode we speak with Agata Checinska (Spotify) and Kasia Batko-Toluc (Citizen Network Watchdog Poland)...
1:00:25
Nov 16, 2023
In today's episode we speak with Pierre Eliseeff, co-founder of Analyzr and causal inference expert. Expect to learn...
1:02:11
Nov 08, 2023
In today's episode, we chat with Sylvain Lesage from Hugging Face, a specialist in data visualization and software...
1:07:05
Nov 01, 2023
In today's episode, we chat with Adam Ross Nelson - a data scientist, career mentor, and writer. Our primary focus is...
1:01:44
Oct 18, 2023
In today's episode, we delve into a popular topic at Databricks: building recommendation engines. We'll guide you on...
50:02
Oct 05, 2023
Ben and Michael delve into the world of data science and software development. They discuss the importance of setting...
47:00
Sep 28, 2023
In today's episode we speak with Paul Allen, the creator of Ancestry.com. Currently, he is CEO of Soar.com, a...
1:15:09
Sep 14, 2023
In today's episode, we speak with Anand Das, the CTO and co-founder of bito.ai, an LLM-powered code assistant....
1:16:53
Sep 07, 2023
In today's episode, we speak with Shivek Sachdev, product owner at a seed-to-sale Cannabis company. Expect to learn...
53:19
Aug 24, 2023
In today's episode we speak to Eric Daimler, a White House Presidential Innovation Fellow, professor at Carnegie...
1:00:52
Aug 17, 2023
In today's episode, we speak with Jeff Procise, founder of Wintellect, an Azure-focused software consulting company....
1:14:13
Aug 03, 2023
Have you ever written code and thought, "hmm, I wonder if my teammates would use this." Well in today's episode, we...
01:04:15
Jul 21, 2023
In today's episode, Michael and Ben break down some surefire methods to be successful. If you follow these tips, you...
58:09
Jul 13, 2023
In today's episode, we speak with Netflix ML engineer Amir Ziai. Expect to learn about building ML tools for...
1:03:22
Jun 30, 2023
In today's episode, we dive into Ben's experience in navigating the career ladder. Expect to learn why your leveling...
48:39
Jun 22, 2023
In today's episode, we speak with Roman Grebennikov, an expert in ranking algorithms. Expect to learn about his open...
52:41
Jun 15, 2023
In today's episode, we walk through Ben's experience creating the Hugging Face transformer flavor for ML flow. During...
58:01
Jun 08, 2023
Today we speak with ex-Googler, Praveen Paritosh. He has over 20 years of experience as a research scientist and has...
1:09:38
May 25, 2023
Host from the Ruby Rogues podcast, Dave Kimura joins Ben and Michael for this week's crossover episode. They discuss...
1:07:40
May 11, 2023
Today we speak with Noah Silbert, a former data scientist at Netflix and current data scientist at Tubi. Expect to...
56:59
May 05, 2023
In today's episode, we walk through a project that Michael is currently working on. Expect to learn about scoping a...
1:04:14
Apr 27, 2023
Today, we do a deep dive into Ben's background. We cover his career trajectory and, more importantly, how nature and...
1:03:28
Apr 13, 2023
Today we speak with a software engineer who is interested in becoming an ML engineer. Expect to learn about ML roles...
55:18
Apr 07, 2023
Today we look at an applied use case for ML: developing intelligent meeting notes. Expect to learn about LLMs, AI...
1:04:12
Mar 30, 2023
Today we deep dive into the mind of two brilliant Databricks software engineers. Their primary project was building...
54:20
Mar 26, 2023
Hosts of the Adventures in DevOps podcast, Jillian Rowe and Jonathan Hall, join Ben and Michael on this week's...
1:05:12
Mar 17, 2023
ChatGPT is the most robust free chatbot. It can answer questions, write code, and summarize text. Today we will talk...
48:19
Mar 10, 2023
Today we look at an applied use case for ML: parsing movie scripts. Expect to learn about bringing ML to new...
45:36
Mar 03, 2023
"Any sufficiently advanced technology is indistinguishable from magic." Today, Michael and Ben talk about the broad...
51:34
Feb 23, 2023
Today we speak with a staff data scientist at Walmart who specializes in forecasting. He has built an open-source...
1:08:33
Feb 16, 2023
How do you develop ML code? Do you use notebooks or do you use IDEs? In this episode, we get some practical advice...
45:33
Feb 09, 2023
In this week's episode, we meet with Micheal McCourt, the head of engineering at SigOpt. He is an industry expert on...
50:01
Feb 03, 2023
Have you ever wondered how to secure a cloud deployment? Well, today we talk to the president at a cloud security...
41:48
Jan 27, 2023
Have you ever wondered about the most promising industries in Machine Learning? Today we will learn from Avi...
1:00:50
Jan 19, 2023
Let's be honest. We've all copy and pasted code from the internet. There are many great code sources and in this...
54:33
Dec 15, 2022
Do you multitask? If so, you'll want to check out this episode. We'll cover...
31:02
Nov 24, 2022
Have you ever wondered how to prioritize your ML projects? Today we will talk about...
47:47
Nov 17, 2022
Have you ever wondered how to efficiently learn topics? In this episode, we discuss how to conduct a research spike...
46:58
Nov 10, 2022
Have you ever wondered why data science is hard? Well, in this episode we cover some common data science challenges...
48:02
Oct 27, 2022
In this show, we cover some practical tips for writing reliable ML code. Here are some of the questions we look to...
44:32
Oct 20, 2022
Charles Simon, BSEE, MSCs is a nationally recognized entrepreneur and software developer who has many years of...
1:04:07
Oct 06, 2022
Fernando Lopez joins the show today to share his ML insights with a video interview recruiting platform for candidate...
57:05
Sep 29, 2022
Today the panel discusses high level distributed time series models, using a hot dog stand company as the case study...
47:15
Sep 22, 2022
Today on the show, the panel discusses time series models, practical tips and tricks, and shares stories and examples...
53:16
Sep 15, 2022
Optical character recognition, or OCR for short, is used to describe algorithms and techniques (both electronic and...
53:36
Sep 08, 2022
Award winning data evangelist, AI strategist, and innovation leader Vidhi Chugh joins the show today to share her...
58:35
Aug 25, 2022
Enjoy this intellectually stimulating conversation with Michael Berk and guest on the show, Aliaksei Mikhailiuk,...
39:44
Aug 18, 2022
Adam Ross Nelson helps current and aspiring data professionals enter and level up in the field by uncovering and...
52:25
Aug 04, 2022
Michael Berk interviews Ken Youens-Clark today to discuss various topics including bioinformatics and programming,...
53:40
Jul 29, 2022
Data excellence is the foundation of better AI. Today on the show, Michael Berk interviews Edouard d’Archimbaud,...
41:18
Jul 21, 2022
When developing ML models, defining and selecting the model architecture will be fundamental to ensure the best...
51:58
Jul 07, 2022
Enjoy this engaging AMA conversation with Michael Berk asking Ben Wilson various questions related to industry,...
47:33
Jun 30, 2022
Ben and Michael interview Maciej Balawejder, a mechanical engineering student passionate about AI, ML, and robotics. ...
48:22
Jun 23, 2022
After ensuring your data has surpassed the hyper parameter tuning phase, what is the next step in your EDA protocol?...
50:05
Jun 16, 2022
EDA is primarily used in machine learning to see what data can reveal beyond the formal modeling or hypothesis...
49:21
Jun 09, 2022
MLlib is Apache Spark's scalable machine learning library. Today, Ben and Michael discuss the ease of use,...
52:29
Jun 02, 2022
Apache Spark is a lightning-fast unified analytics engine for large-scale data processing and machine learning. In...
45:41
May 26, 2022
Ben and Michael walk through two different cases studies relative to production ML infrastructure and recommendation...
53:00
May 18, 2022
AutoML (automated machine learning) has become a hot topic over the past few years. Abid Ali Awan joins the show to...
43:49
May 04, 2022
Video is considered the most complicated data to process and the volumes of video production are growing from day to...
50:48
Apr 28, 2022
Michael and Ben talk about how to pick extra projects to build up your resume and become recognized as more of an...
50:11
Apr 21, 2022
Machine learning is getting bigger by the second, so it’s good to know how to leverage it. In this episode, Michael...
49:31
Apr 07, 2022
What happens when you teach ML and data science to kids? You learn a whole lot, too. In this episode, Ben and Michael...
53:40
Mar 17, 2022
Even an amazing algorithm can’t fix communication problems. In this episode, Ben and Michael sit down with Joe Reis,...
1:00:12
Mar 09, 2022
Ever feel like you can’t see the forest through the trees? We get it. In this episode, Michael sits down with Maria...
41:46
Mar 03, 2022
In this episode, Ben and Michael cover more of Shreya Shankar’s deep dive into ML monitoring, including the biggest...
54:56
Feb 24, 2022
Ready to dive DEEP into predictive modeling? You’ve come to the right podcast. In this episode, Ben and Michael sit...
44:17
Feb 10, 2022
Mo’ advancements mean mo’ problems, and today, Michael and Ben are diving into the biggest issues of ML monitoring in...
35:47
Feb 03, 2022
If you’re looking for a team that actually cares about the issues you’re facing, look no further than Databricks, and...
48:34
Jan 27, 2022
What do cows and camels have to do with the human brain? The latest developments in machine learning, of course! In...
44:38
Jan 20, 2022
Want to know how businesses are measuring their success nowadays? In this episode, Ben talks with Michael Berk about...
42:47
Jan 06, 2022
Michael and Ben talk about Prediction Intervals. They discuss how to put intervals around your predictions and then...
34:54
Dec 16, 2021
Aliaksei Mikhailiuk joins the Adventure to discuss the tools he wishes he'd mastered before getting his PhD in...
55:29
Nov 18, 2021