Author - Michael Berk
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Podcasts
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.
197 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
Today, join Michael and Ben as they delve into crucial topics surrounding code security and the safe execution of...
Nov 21, 2024
They delve into the journeys and insights of distinguished leaders in the development world. In today's episode,...
Nov 14, 2024
In today's episode, Michael and Ben discuss peer review, specifically Michael's experiences. Michael explains his...
Nov 07, 2024
In today's episode, Ben and Michael discuss how to handle situations involving individuals lacking expertise in...
Oct 31, 2024
In this episode, Michael and Ben dive deep into the intersection of education and technology with their insightful...
Oct 24, 2024
Today, they dive deep into the fascinating intersection of open-source development and machine learning. Michael and...
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...
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...
Oct 03, 2024
Today, Ben and Michael dive into a compelling discussion on the intricate dance between challenges, feedback,...
Sep 26, 2024
Michael Berk dives deep into the adventures of AI and machine learning with our special guest, Richmond Alake, a...
Sep 19, 2024
Episodes
Today, we have a special guest Abi Aryan, an accomplished founder of Abide AI and a seasoned expert in machine...
Sep 12, 2024
Today, host Michael Berk and Ben Wilson dive deep into the multifaceted world of software engineering and data...
Aug 29, 2024
In today's episode, Ben and Michael dive deep into the intricacies of software development, innovation, and team...
Aug 22, 2024
In today's episode, Ben and Michael dive deep into the intersection of education, AI, and innovative instructional...
Aug 15, 2024
In today's episode, our hosts Michael, Ben, and special guest Keith Goode delve deep into the transformative role of...
Aug 08, 2024
Episodes
In today's episode, they delve deep into the intertwining worlds of technology, security, and innovation with Aaron...
Jul 24, 2024
In today’s episode, they dive into the intricate world of MLOps with Brad Micklea, a seasoned expert with extensive...
Jul 18, 2024
In today's episode, they dive deep into the evolving landscape of software development. Join us as Kirk, the CTO and...
Jul 11, 2024
Episodes
In today's episode, Michael and Ben alongside our guest Alex Levin dive deep into the evolving landscape of AI...
Jul 04, 2024
In today's episode, Michael and Ben dissect the process of building maintainable and impactful products, emphasizing...
Jun 27, 2024
In today's episode, Michael Berk and Ben Wilson dive deep into the intricacies of technical interviews for machine...
Jun 20, 2024
Michael Berk and Ben Wilson from Databricks are joined by Brooke Wenig, who has a fascinating background in...
Jun 13, 2024
Michael Berk and Ben Wilson join cybersecurity expert Daniel Miessler to delve into the cutting-edge world of AI and...
Jun 06, 2024
Fernando Lopez is an AI Engineer at Google. They delve deep into the realms of machine learning, documentation...
May 23, 2024
Deeksha Goyal is the Senior Machine Learning Engineer at Lyft and Michael Sun is the Staff Software Engineer at Lyft....
May 09, 2024
Episodes
Matt Van Itallie is the Founder & CEO at Sema. This episode covers a wide range of topics, from the impact of AI and...
May 02, 2024
Terry Rodriguez is the Co-Founder at Remyx AI. They discuss the challenges and opportunities in deploying and...
Apr 25, 2024
Lukas Geiger is a Deep Learning Scientist, open-source developer, and an astroparticle physicist. He shares his...
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...
Apr 11, 2024
Ben and Michael dive into the dynamic relationship between engineers and scientists in the realms of software...
Apr 04, 2024
Michael and Ben dive into the critical role of design in software development processes. They emphasize the value of...
Mar 28, 2024
Michael and Ben share their insights on being called in to fix issues in production systems at the last minute. They...
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