Adventures in Machine Learning
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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/supp...
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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...
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 impleme...
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...
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...
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 kno...
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 agen...
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...
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...
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. H...
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 l...
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 episod...
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 Vallelung...
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 a...
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 explo...
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.
Michae...
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...
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...
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 Marketi...
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 s...
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....
Demystifying AI Innovations - ML 165
Today, we have a special guest Abi Aryan, an accomplished founder of Abide AI and a seasoned expert in machine learning. Joining us are your hosts, Mi...
Maintaining Backward Compatibility in Software Projects: Strategies from Industry Experts - ML 164
Today, host Michael Berk and Ben Wilson dive deep into the multifaceted world of software engineering and data science with their insightful guest, Sa...
Building, Testing, and Abandoning Software - ML 163
In today's episode, Ben and Michael dive deep into the intricacies of software development, innovation, and team dynamics. This episode explores the c...
AI in Education: From Micro-Courses to Rigorous Training Programs - ML 162
In today's episode, Ben and Michael dive deep into the intersection of education, AI, and innovative instructional design. Luis Garcia who is the Pres...
Transforming Recruitment with AI: Surveys, Sentiment, and Data-Driven Insights - ML 161
In today's episode, our hosts Michael, Ben, and special guest Keith Goode delve deep into the transformative role of AI and machine learning in modern...
How AI and Deep Fakes Are Transforming Security and Customer Trust - ML 160
In today's episode, they delve deep into the intertwining worlds of technology, security, and innovation with Aaron Painter, CEO at Nametag.
Aar...
AI Deployment Simplified: Kit Ops' Role in Streamlining MLOps Practices - ML 159
In today’s episode, they dive into the intricate world of MLOps with Brad Micklea, a seasoned expert with extensive experience in software infrastruct...
Functional Programming Shift and Scalable Architecture Insights - ML 158
In today's episode, they dive deep into the evolving landscape of software development. Join us as Kirk, the CTO and founder at Graphlit, shares his j...
Mentorship and Management: Creating a Collaborative Work Environment - ML 157
In today's episode, Michael and Ben alongside our guest Alex Levin dive deep into the evolving landscape of AI development and its broader implication...
The Intersection of Success and Talent Retention in Software Development - ML 156
In today's episode, Michael and Ben dissect the process of building maintainable and impactful products, emphasizing the crucial balance between innov...
Redefining Data Science Roles: Beyond Technical Skills and Traditional Job Descriptions - ML 155
In today's episode, Michael Berk and Ben Wilson dive deep into the intricacies of technical interviews for machine learning roles. They discuss the i...
Balancing Theoretical Knowledge with Hands-on Experience - ML 154
Michael Berk and Ben Wilson from Databricks are joined by Brooke Wenig, who has a fascinating background in distributed machine learning. Today’s conv...
AI in Security: Revolutionizing Defense and Outsmarting Attackers in the Digital Era - ML 153
Michael Berk and Ben Wilson join cybersecurity expert Daniel Miessler to delve into the cutting-edge world of AI and cybersecurity. They discuss the e...
The Journey to Expertise with Fernando Lopez - ML 152
Fernando Lopez is an AI Engineer at Google. They delve deep into the realms of machine learning, documentation challenges in open-source projects, and...
Unraveling the Complexities of Model Deployment in Dynamic Marketplaces - ML 151
Deeksha Goyal is the Senior Machine Learning Engineer at Lyft and Michael Sun is the Staff Software Engineer at Lyft. They delve into the intricacies...
The Impact of AI Tools on Software Development and Quality Assurance - ML 150
Matt Van Itallie is the Founder & CEO at Sema. This episode covers a wide range of topics, from the impact of AI and machine learning on software deve...
Harnessing Open Source Contributions in Machine Learning and Quantization - ML 148
Lukas Geiger is a Deep Learning Scientist, open-source developer, and an astroparticle physicist. He shares his experience using machine learning to a...
Adaptive Industry ML: Challenges, Automation, and Model Applications - ML 149
Terry Rodriguez is the Co-Founder at Remyx AI. They discuss the challenges and opportunities in deploying and updating AI models for robotics, explori...
Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147
Nick Schrock is the Founder of Dagster Labs. He is also the Creator of Dagster and the Co-creator of GraphQL. They delve into the world of data engine...
The Science-Engineering Blend - ML 146
Ben and Michael dive into the dynamic relationship between engineers and scientists in the realms of software engineering and physical science. They e...