Latest Data analysis Podcast Episodes
Harnessing Open Source Contributions in Machine Learning and Quantization - ML 148
Adventures in Machine Learning - April 18, 2024 10:00 - 1 hour ★★★★★ - 13 ratingsLukas Geiger is a Deep Learning Scientist, open-source developer, and an astroparticle physicist. He shares his experience using machine learning to analyze cosmic ray particles and detect secondary particles. We explore the challenges and opportunities of open source as a business model, the pot...
Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147
Adventures in Machine Learning - April 11, 2024 10:00 - 1 hour ★★★★★ - 13 ratingsNick 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 engineering, software development, and ML orchestration. In today's episode, they explore the challenges and intricacies of standardizing data movement, ...
The Science-Engineering Blend - ML 146
Adventures in Machine Learning - April 04, 2024 10:00 - 51 minutes ★★★★★ - 13 ratingsBen and Michael dive into the dynamic relationship between engineers and scientists in the realms of software engineering and physical science. They explore the differences and similarities between these roles, sharing valuable insights on the research and testing processes, the importance of tho...
The Impact of Process on Successful Tech Companies - ML 145
Adventures in Machine Learning - March 28, 2024 10:00 - 1 hour ★★★★★ - 13 ratingsMichael and Ben dive into the critical role of design in software development processes. They emphasize the value of clear and understandable code, the importance of thorough design for complex projects, and the need for comprehensive documentation and peer reviews. The conversation also delves i...
Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144
Adventures in Machine Learning - March 21, 2024 10:00 - 38 minutes ★★★★★ - 13 ratingsMichael and Ben share their insights on being called in to fix issues in production systems at the last minute. They stress the importance of asking questions to understand the context and navigate the political landscape, and caution against providing half-baked solutions. They also discuss the ...
MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143
Adventures in Machine Learning - March 14, 2024 10:00 - 1 hour ★★★★★ - 13 ratingsBen and Michael dive into the world of machine learning operations (MLOps) and discuss the complexities of building a computer vision pipeline to detect fishing boats at ports. They unpack the intricacies of MLOps basics and the challenges of implementing an effective computer vision model for tr...
Ep51 Willem Toet on Applying F1 Aero To Your Car (2 of 2)
Your Data Driven Podcast - February 29, 2024 07:00 - 35 minutesPart 2 with Willem Toet, the former head of aerodynamics at the Benetton, Ferrari and Sauber Formula 1 teams. Aero is one of those subjects that gets a lot of air time on TV but its often hard to relate that back to what you can do yourself. Willem Toet has some great insights and very practical...
Navigating Authority and Transparency in Organizations - ML 142
Adventures in Machine Learning - February 22, 2024 11:00 - 59 minutes ★★★★★ - 13 ratingsBen and Michael dive into the complex world of decision-making, transparency, and truth-seeking in professional settings. They share their insights on challenging decisions, navigating organizational hierarchies, and the importance of evidence-based arguments. From the intricacies of software dev...
Ep50 Willem Toet on Applying F1 Aero To Your Car (1 of 2)
Your Data Driven Podcast - February 15, 2024 07:00 - 39 minutesWillem Toet, the former head of aerodynamics at the Benetton, Ferrari and Sauber Formula 1 teams, joins me for a very special two part show. Aero is one of those subjects that gets a lot of air time on TV but its often hard to relate that back to what you can do yourself. Willem Toet has some gr...
Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141
Adventures in Machine Learning - February 08, 2024 11:00 - 1 hour ★★★★★ - 13 ratingsDavis King is the perception engineer at Aurora. They talk about Dlib, which makes real-world machine learning and data analysis applications. They delve into the complexities of CUDA extensions, software layering, and the critical role of accurate data in machine learning. Join them as they diss...
Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140
Adventures in Machine Learning - January 25, 2024 11:00 - 1 hour ★★★★★ - 13 ratingsBen and Michael delve into the crucial aspects of coding, culture, and collaboration. From the importance of proper formatting and consistency in Python code to the challenges of changing organizational culture, they explore the impact of code quality on team dynamics and project success. They em...
Lyft's ML Infrastructure Journey - ML 139
Adventures in Machine Learning - January 18, 2024 11:00 - 1 hour ★★★★★ - 13 ratingsKonstantin Gizdarski and Jonas Timmermann are software engineers at Lyft. They dive deep into the world of machine learning and engineering at Lyft. Join them as they explore the challenges and successes of implementing reinforcement learning, contextual bandits, and advanced AI technologies in a...
From Open Source to Traditional ML with James Lamb - ML 138
Adventures in Machine Learning - January 04, 2024 11:00 - 54 minutes ★★★★★ - 13 ratingsJames Lamb is a senior software engineer at NVIDIA. They delve into the world of open-source contributions and the impact of traditional machine learning on the modern economy. James shares his journey of becoming a maintainer of renowned open-source projects while offering valuable insights into...
Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137
Adventures in Machine Learning - December 21, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsRichard Berk delves into the exciting world of machine learning in a thought-provoking discussion on a wide range of topics. They explore the potential for Westworld-style androids, considerations in the criminal justice system, ethical implications of AI in warfare, and the challenges of unders...
Beyond Machine Learning - ML 136
Adventures in Machine Learning - December 07, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsMichael and Ben take a deep dive into the insightful journey spanning nuclear engineering, software development, and mentorship at Databricks. They delve into the complexities of career progression, the importance of humility and honesty in mentoring relationships, and the value of fostering a co...
Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135
Adventures in Machine Learning - November 30, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsPiotr Skalski is a computer vision engineer at Roboflow. They dive deep into the world of computer vision and AI technology, exploring the utilization of video, photo, and imagery data in array processing and NLP. They discuss the challenges and opportunities presented by these fields, as well as...
Complexity Theory - ML 134
Adventures in Machine Learning - November 23, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn today's episode, we speak with Neil Theise, a pathologist at NYU and author of Notes on Complexity: A Scientific Theory of Connection, Consciousness and Being. Expect to learn about complexity theory and its implications for sentience, how great ideas are formed, whether AGI can be built with...
How To Recession Proof Your Job - BONUS
Adventures in Machine Learning - November 23, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsGet the Black Friday/Cyber Monday "Double Your Productivity by 5pm Today" DealCoupon Code: "THRIVE" for a GIANT discount Are you looking at all the layoffs and uncertainty going on and wondering if your company is the next to cut back? Or, maybe you're a freelancer or entrepreneur who is trying ...
Data Watchdogs - ML 133
Adventures in Machine Learning - November 16, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn today's episode, we speak with Agata Checinska (Spotify) and Kasia Batko-Toluc (Citizen Network Watchdog Poland) about data privacy, accessibility, and accuracy. Expect to learn about how Poland approaches these sensitive topics, the power of deep fakes, and much more! Sponsors Chuck's Resume...
Causal Analysis - ML 132
Adventures in Machine Learning - November 09, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn today's episode, we speak with Pierre Eliseeff, co-founder of Analyzr and causal inference expert. Expect to learn a 3-step blueprint for doing causal analysis, thinking critically about data, creating successful projects, and much more! Sponsors Chuck's Resume Template Developer Book Club s...
Data Visualization and Hugging Face - ML 131
Adventures in Machine Learning - November 02, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn today's episode, we chat with Sylvain Lesage from Hugging Face, a specialist in data visualization and software engineering. Dive in to discover insights about Hugging Face's software engineering environment, invaluable data visualization techniques, and more! Sponsors Zilliz, who makes a vec...
Ep49: F2 to Your Garage - Keeping it simple with Gavin Bickerton-Jones
Your Data Driven Podcast - October 26, 2023 15:19 - 1 hourWelcome to episode 49. Today I'm delighted to welcome ace engineer Gavin Binkerton Jones. As an F2 team owner, several F1, Indy and sports car aces have passed through his care. Having raced himself on a tiny budget in the 1980s, he shares several tips and practical suggestions that you can appl...
Confidence as Data Scientist - ML 130
Adventures in Machine Learning - October 19, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn today's episode, we chat with Adam Ross Nelson - a data scientist, career mentor, and writer. Our primary focus is understanding when you've achieved "good enough" skills. Additionally, we explore team dynamics, the importance of soft skills, and offer career guidance for budding data scientis...
A Case Study: Recommendation Engines - ML 129
Adventures in Machine Learning - October 05, 2023 11:00 - 50 minutes ★★★★★ - 13 ratingsIn today's episode, we delve into a popular topic at Databricks: building recommendation engines. We'll guide you on how to plan such projects, measure your model's success, suggest effective algorithms, and cover many other insights! Sponsors Chuck's Resume Template Developer Book Club startin...
Maximizing Efficiency in ML Project Development - ML 128
Adventures in Machine Learning - September 21, 2023 11:00 - 47 minutes ★★★★★ - 13 ratingsBen and Michael delve into the world of data science and software development. They discuss the importance of setting standards and documentation in project development, the struggle of reviewing and maintaining code changes, and the need for programmatic solutions to automate review processes. T...
AI that Make You Better - ML 127
Adventures in Machine Learning - September 14, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn today's episode we speak with Paul Allen, the creator of Ancestry.com. Currently, he is CEO of Soar.com, a platform that leverages AI to make you live a more fulfilled and effective life. Expect to learn about applying LLMs to personal productivity, how Paul thinks about viral content, new app...
Challenges for LLM Implementation - ML 126
Adventures in Machine Learning - September 07, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn 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 pitfalls, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1...
ML in the Cannabis Industry - ML 125
Adventures in Machine Learning - August 24, 2023 11:00 - 53 minutes ★★★★★ - 13 ratingsIn 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! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs...
How AI Impacts Society - ML 124
Adventures in Machine Learning - August 17, 2023 11:00 - 1 hour ★★★★★ - 13 ratingsIn 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 military, general workforce, and our understanding of sentience! Oh, and make sure you use farm an...
Ep48: 4 Proven Techniques to Improve Your Aero with Julian Edgar
Your Data Driven Podcast - August 03, 2023 12:39 - 1 hourJoin us for Episode 48 with our guest, Julian Edgar, an acclaimed automotive journalist from Australia. With an extensive repertoire of books on suspension and aerodynamics, Julian is renowned for his ability to simplify complex theories into practical, budget-friendly techniques that anyone can...
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