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
Why Authenticity Beats Algorithms: The New Rules of Digital Marketing - ML 185
In this episode, we dive deep into the evolving landscape of digital marketing and brand storytelling. We explore how the intersection of authenticity, community, and technology is reshaping how bran…
00:55:37 |
Fri 04 Apr 2025
Integrating Business Needs and Technical Skills in Effective Model Serving Deployments - ML 184
Welcome back to another episode of Adventures in Machine Learning, where hosts Michael Berk and Ben Wilson delve into the intricate process of implementing model serving solutions. In this episode, t…
00:51:26 |
Thu 13 Feb 2025
Navigating Common Pitfalls in Data Science: Lessons from Pierpaolo Hipolito - ML 183
Welcome to another insightful episode of Top End Devs, where we delve into the fascinating world of machine learning and data science. In this episode, host Charles Max Wood is joined by special gues…
00:55:08 |
Fri 24 Jan 2025
Cows, Camels, and the Human Brain - ML 182
What do cows and camels have to do with the human brain? The latest developments in machine learning, of course! In this episode, Michael and Ben dive into a new white paper from Facebook AI research…
00:42:06 |
Thu 09 Jan 2025
A/B Testing with ML ft. Michael Berk - ML 181
Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features within applications and how to know when you have a viable test option for your set…
00:45:41 |
Thu 02 Jan 2025
Navigating Build vs. Buy Decisions in Emerging AI Technologies - ML 180
In today's episode, we dive into the critical decision-making process of building versus buying technology solutions, especially when it comes to agentic logic-based frameworks. With the industry sti…
00:31:58 |
Thu 26 Dec 2024
Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy - ML 179
Peter Elger and Eóin Shanaghy join Charles Max Wood to dive into what Artificial Intelligence and Machine Learning related services are available for people to use. Peter and Eóin are experts in AWS …
00:54:55 |
Thu 19 Dec 2024
Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178
In this episode, Ben and Michael explore burnout, particularly in machine learning and data science. They highlight that burnout stems from exhaustion, cynicism, and inefficiency and can be caused by…
01:12:04 |
Thu 12 Dec 2024
The Nature of the World and AI with Rishal Hurbans - ML 177
Rishal Hurbans is the author of Grokking Artificial Intelligence Algorithms. He walks us through how to learn different Machine Learning algorithms. He also then walks us through the different types …
00:40:36 |
Mon 09 Dec 2024
Crafting Data Solutions: Shrinking Pie and Leveraging Insights for Optimal Data Learning - ML 176
In today’s episode, Michael and Ben are joined by industry expert Barzan Mozafari, the CEO and co-founder at Keebo. He delves deep into the evolving landscape of data learning and cloud optimization.…
00:55:43 |
Thu 28 Nov 2024
Challenges and Solutions in Managing Code Security for ML Developers - ML 175
Today, join Michael and Ben as they delve into crucial topics surrounding code security and the safe execution of machine learning models. This episode focuses on preventing accidental key leaks in n…
00:51:46 |
Thu 21 Nov 2024
Innovative Security Solutions for Developers - ML 174
They delve into the journeys and insights of distinguished leaders in the development world. In today's episode, Michael engages with Brian Vallelunga, the visionary CEO of Doppler. Brian shares his…
00:58:26 |
Thu 14 Nov 2024
Peer Review and Career Development - ML 173
In today's episode, Michael and Ben discuss peer review, specifically Michael's experiences. Michael explains his unconventional path, starting with advanced math as a child, then struggling with a m…
01:08:09 |
Thu 07 Nov 2024
Navigating Expertise Gaps - ML 172
In today's episode, Ben and Michael discuss how to handle situations involving individuals lacking expertise in machine learning projects. They explore scenarios where a team lacks expertise, conside…
01:16:15 |
Thu 31 Oct 2024
The Influence of Gen AI on Personalized Education and Curiosity - ML 171
In this episode, Michael and Ben dive deep into the intersection of education and technology with their insightful guest, Daniel Hiterer.
Michael, a data engineering and machine learning expert, and B…
Michael, a data engineering and machine learning expert, and B…
01:08:19 |
Thu 24 Oct 2024
The Role of Open Source in Modern Development Practices - ML 170
Today, they dive deep into the fascinating intersection of open-source development and machine learning. Michael and Ben are joined by distinguished guest, Görkem Erkan, CTO and seasoned engineer at…
01:02:12 |
Thu 17 Oct 2024
AI-Powered Tools for Productivity with Artem Koren - ML 169
In this week's episode, Michael and Ben sit down with Artem Koren, Chief Product Officer at Sembly AI, to explore the future of AI integration in the workplace. We'll delve into Sembly AI's mission t…
00:59:07 |
Thu 10 Oct 2024
The Impact of Generative AI on the Advertising Industry - ML 168
In today's episode, Michael is joined by Hikari Senju the Founder and CEO at Omneky. He starts by discussing how he built Omneky, an AI-Driven Marketing Platform. They dive into Hikari's approach to …
01:01:32 |
Thu 03 Oct 2024
Learning, Testing, and Mentorship: Building Autonomy and Confidence in Python Development - ML 167
Today, Ben and Michael dive into a compelling discussion on the intricate dance between challenges, feedback, mentorship, and growth in the field of software development. In this episode, Michael sha…
01:06:39 |
Thu 26 Sep 2024
Evaluating and Building AI Systems - ML 166
Michael Berk dives deep into the adventures of AI and machine learning with our special guest, Richmond Alake, a staff developer advocate at MongoDB. Richmond's journey from web development to AI was…
01:03:57 |
Thu 19 Sep 2024
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