Adventures in Machine Learning
235 episodes - English - Latest episode: 6 days ago - ★★★★★ - 13 ratingsMachine 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/support.
Homepage Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Episodes
Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147
April 11, 2024 10:00 - 1 hour - 46.8 MBNick 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, handling data access in various systems, and migrating data across different platforms. They share insights on the importance of building a system that spans multiple data platforms, the decision-maki...
The Science-Engineering Blend - ML 146
April 04, 2024 10:00 - 51 minutes - 36.8 MBBen 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 thorough research, the value of teamwork, and the challenges of transitioning between engineering and science. With analogies, real-world examples, and expert perspectives, they shed light on the intrica...
The Impact of Process on Successful Tech Companies - ML 145
March 28, 2024 10:00 - 1 hour - 46.3 MBMichael 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 into the challenges of handling complex code, the significance of prototype research, and the distinction between design decisions and implementation details. Through real-world examples, they illustra...
Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144
March 21, 2024 10:00 - 38 minutes - 27.4 MBMichael 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 significance of understanding project goals, documenting decision-making processes, and providing guidance to the team to avoid building unnecessary and difficult-to-maintain systems. Stay tuned as th...
MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143
March 14, 2024 10:00 - 1 hour - 57.4 MBBen 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 traffic optimization and data collection at ports. From discussing the importance of exploratory data analysis (EDA) and data cleaning for image classification to the intricacies of continuous integrati...
Navigating Authority and Transparency in Organizations - ML 142
February 22, 2024 11:00 - 59 minutes - 42.4 MBBen 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 development to the dynamics of leadership, they discuss the challenges and strategies for making informed decisions and seeking truth within organizations. Whether you're a tech lead, director, or aspiri...
Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141
February 08, 2024 11:00 - 1 hour - 54.3 MBDavis 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 dissect the challenges and importance of creating well-structured software with clear APIs, the intricacies of real-time systems, and the impact of language choice on code complexity and maintenance. Spon...
Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140
January 25, 2024 11:00 - 1 hour - 46.1 MBBen 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 emphasize empathy, communication, and the power of a positive vision to drive change. Tune in to gain insights on tackling diverse problems, the role of documentation, and the significance of modulariza...
Lyft's ML Infrastructure Journey - ML 139
January 18, 2024 11:00 - 1 hour - 46 MBKonstantin 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 real-world business environment. Learn about the collaborative engineering culture at Lyft, the development of new ML capabilities, and the unique approaches to infrastructure and model deployment. L...
From Open Source to Traditional ML with James Lamb - ML 138
January 04, 2024 11:00 - 54 minutes - 38.3 MBJames 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 the benefits and motivations behind contributing to the community.Join them as they explore the significance of human review in the PR process, the value of automated feedback, and the importance of ...
Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137
December 21, 2023 11:00 - 1 hour - 62.2 MBRichard 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 understanding uncertainty in real-world data. From advanced language models and genetic algorithms to the impact of AI on everyday life, get ready for a fascinating and insightful conversation that will exp...
Beyond Machine Learning - ML 136
December 07, 2023 11:00 - 1 hour - 53.2 MBMichael 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 collaborative engineering culture. Join us as we explore the pivotal moments and impactful lessons that have shaped Ben's career and influenced their perspective on the ever-evolving tech industry. Spon...
Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135
November 30, 2023 11:00 - 1 hour - 53.1 MBPiotr 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 the impact of AI technology on various industries, including civil engineering and manufacturing. Join us as we explore the fascinating intersection of technology, innovation, and the future of softw...
Complexity Theory - ML 134
November 23, 2023 11:00 - 1 hour - 61.9 MBIn 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 silicon-based computers, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Neil Theise Advertisin...
Data Watchdogs - ML 133
November 16, 2023 11:00 - 1 hour - 42.7 MBIn 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 Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Agata Checinska LinkedIn: Katarzyna Batko-Toluc Advertising Inquiries: https://redcirc...
Causal Analysis - ML 132
November 09, 2023 11:00 - 1 hour - 43.9 MBIn 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 starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: ...
Data Visualization and Hugging Face - ML 131
November 02, 2023 11:00 - 1 hour - 47.3 MBIn 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 vector database for the enterprise Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Sylvain Lesage Advertising Inquiries: ht...
Confidence as Data Scientist - ML 130
October 19, 2023 11:00 - 1 hour - 43.6 MBIn 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 scientists. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links Data Science Career Accelerator How to Become a Data Scientist Confide...
A Case Study: Recommendation Engines - ML 129
October 05, 2023 11:00 - 50 minutes - 35.6 MBIn 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 starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https:...
Maximizing Efficiency in ML Project Development - ML 128
September 21, 2023 11:00 - 47 minutes - 65.8 MBBen 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. They explore the journey of building prototypes, tackling uncertainties, and the quest for a more reliable and efficient review process. Sponsors Chuck's Resume Template Developer Book Club starting ...
AI that Make You Better - ML 127
September 14, 2023 11:00 - 1 hour - 104 MBIn 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 applications for LLMs, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Paul Allen Advertising Inqui...
Challenges for LLM Implementation - ML 126
September 07, 2023 11:00 - 1 hour - 107 MBIn 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% Dev with a Top End Devs Membership Socials LinkedIn: Anand Das Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this po...
ML in the Cannabis Industry - ML 125
August 24, 2023 11:00 - 53 minutes - 74.4 MBIn 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 Membership Socials LinkedIn: Shivek Sachdev Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://ww...
How AI Impacts Society - ML 124
August 17, 2023 11:00 - 1 hour - 84.8 MBIn 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 animals when explaining technical concepts. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle...
LLMs on Azure - ML 123
August 03, 2023 11:00 - 1 hour - 103 MBIn today's episode, we speak with Jeff Procise, founder of Wintellect, an Azure-focused software consulting company. Expect to learn about your next LLM MVP on Azure, the societal impact of AI, the bifurcation of model size, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: ...
How to Create Team Utils - ML 122
July 21, 2023 11:00 - 1 hour - 89.4 MBHave you ever written code and thought, "hmm, I wonder if my teammates would use this." Well in today's episode, we show you how to go from concept to production-level code. Spoiler alert: you're going to have to write tests! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spr...
How to Get Sh*t Done - ML 121
July 13, 2023 11:00 - 58 minutes - 81.1 MBIn today's episode, Michael and Ben break down some surefire methods to be successful. If you follow these tips, you are guaranteed to co-found the next Google. Some topics include time boxing exciting work, tips for growing documentation, pitching to diverse crowds, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/pri...
ML at Netflix and How to Learn Deeply - ML 120
June 30, 2023 11:00 - 1 hour - 88.2 MBIn today's episode, we speak with Netflix ML engineer Amir Ziai. Expect to learn about building ML tools for stakeholders, the pros and cons of a Netflix-like culture, and Amir's strategy for learning. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Amir Ziai Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https...
How to get Promoted - ML 119
June 23, 2023 11:00 - 48 minutes - 68 MBIn today's episode, we dive into Ben's experience in navigating the career ladder. Expect to learn why your leveling matrix is probably wrong and how you should actually spend your time to maximize career growth. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Michael Berk LinkedIn: Benjamin Wilson Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy B...
How does Search Work? - ML 118
June 15, 2023 11:00 - 52 minutes - 73.6 MBIn today's episode, we speak with Roman Grebennikov, an expert in ranking algorithms. Expect to learn about his open source project, the difference between retrieval and ranking, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials Roman Grebennikov Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spre...
How to Learn a New Tool - ML 117
June 08, 2023 11:00 - 58 minutes - 80.9 MBIn today's episode, we walk through Ben's experience creating the Hugging Face transformer flavor for ML flow. During this case study we highlight the structure he uses to learn new technologies and cover some practical tips along the way. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: h...
The Innovation Cycle of AI - ML 116
May 25, 2023 11:00 - 1 hour - 96.8 MBToday we speak with ex-Googler, Praveen Paritosh. He has over 20 years of experience as a research scientist and has worked on some of AI's most impactful projects. Expect to learn about scientific innovation, the importance of data, and the next wave of AI (spoiler, it's not LLMs). Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Praveen Paritosh Advertising Inquiries: https://redcircle.com/brands Privac...
All Things Machine Learning - ML 115
May 11, 2023 11:00 - 1 hour - 94.1 MBHost from the Ruby Rogues podcast, Dave Kimura joins Ben and Michael for this week's crossover episode. They discuss applying machine learning, deep learning, and algorithm. They also dive into how artificial intelligence changes the future. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Dave Kimura Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Bec...
How to Transition from Academics to Industry - ML 114
May 05, 2023 11:00 - 57 minutes - 79.5 MBToday we speak with Noah Silbert, a former data scientist at Netflix and current data scientist at Tubi. Expect to learn about company size can impact your role and day-to-day work as a data scientist. We also cover Noah's experience moving from being a professor to handling the scale and complexity of the tech industry. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Noah Silbert Advertising Inquiries: h...
How to Make your Projects Succeed - ML 113
April 27, 2023 11:00 - 1 hour - 89.4 MBIn today's episode, we walk through a project that Michael is currently working on. Expect to learn about scoping a project, getting feedback, and ensuring value. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/supp...
Jason Weimann - Learn Video Game Development with Chuck - BONUS
April 21, 2023 11:00 - 50 minutes - 69 MBJason Weimann is a Developer and Instructor. He returns to the show with Chuck to talk about video game creation. He shares his experiences as a developer and dives into his courses wherein he gives beginners and aspiring developers a walk-through of the world of creating games. Links Game development courses & tutorials Programmer Course – game.courses Socials Twitter: @jweimann Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Becom...
How to Think Like a Principal Architect - ML 112
April 13, 2023 11:00 - 1 hour - 88.4 MBToday, we do a deep dive into Ben's background. We cover his career trajectory and, more importantly, how nature and nurture have impacted the way he thinks. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
How Do You Stop Hating Your Job? - BONUS
April 13, 2023 11:00 - 44 minutes - 61.4 MBAre you dissatisfied with your job? Sam Feeney helps organizations improve employee engagement, increase retention, and reinvent hiring while helping individuals (re)discover career satisfaction in their current roles. He joins the show alongside Chuck Wood to tackle altering the way you perceive your job and talk about Career satisfaction. On YouTubeHow Do You Stop Hating Your Job? - BONUS Socials LinkedIn: Sam Feeney Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: ...
How to Transition from Software Engineer to ML Engineer - ML 111
April 07, 2023 11:00 - 55 minutes - 77.2 MBToday we speak with a software engineer who is interested in becoming an ML engineer. Expect to learn about ML roles that are most attainable based on a strong software engineering skill set. We also cover some tangible strategies you can leverage to make the transition. On YouTube How to Transition from Software Engineer to ML Engineer - ML 111 Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://r...
Machine Learning for Meeting Notes - ML 110
March 30, 2023 11:00 - 1 hour - 89.4 MBToday we look at an applied use case for ML: developing intelligent meeting notes. Expect to learn about LLMs, AI assistants, and how to develop an AI startup. On YouTubeMachine Learning for Meeting Notes - ML 110 Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Artem Koren Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this p...
Model Serving at Databricks - ML 109
March 27, 2023 11:00 - 54 minutes - 75.8 MBToday we deep dive into the mind of two brilliant Databricks software engineers. Their primary project was building the model serving feature, but expect to learn about ML side projects, traits of successful software engineers, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Social LinkedIn: Ankit Mathur LinkedIn: Sue Ann Hong Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://r...
Where ML and DevOps Meet - ML 108
March 17, 2023 11:00 - 1 hour - 90.8 MBHosts of the Adventures in DevOps podcast, Jillian Rowe and Jonathan Hall, join Ben and Michael on this week's episode crossover. They talk about the intersection of ML and DevOps. They dive into the concepts and differences between ML and DevOps. Additionally, they talk about how ML ideas may be applied to DevOps principles and vice versa. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcir...
How Does ChatGPT Work? - ML 107
March 10, 2023 11:00 - 48 minutes - 67.6 MBChatGPT is the most robust free chatbot. It can answer questions, write code, and summarize text. Today we will talk about the creation of ChatGPT, its implications for society, and how the model actually works. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spreaker.com/pod...
Machine Learning for Movie Scripts - ML 106
March 03, 2023 11:00 - 45 minutes - 63.8 MBToday we look at an applied use case for ML: parsing movie scripts. Expect to learn about bringing ML to new industries, the future of Large Language Models (LLM), and automation in the movie industry. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links LinkedIn: Ruslan Khamidullin Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: ht...
ChatGPT and the Divine - ML 105
February 23, 2023 11:00 - 51 minutes - 72 MB"Any sufficiently advanced technology is indistinguishable from magic." Today, Michael and Ben talk about the broad implications of ChatGPT and similar algorithms. Expect to learn about... The difference between AI and ML General Artificial Intelligence Some personal opinions about the overlap between "the divine" and AI Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands ...
Deep Learning for Tabular and Time Series Data - ML 104
February 16, 2023 11:00 - 1 hour - 95.4 MBToday we speak with a staff data scientist at Walmart who specializes in forecasting. He has built an open-source tool that allows you to leverage tabular data in PyTorch. He also has written a book on time series forecasting with deep learning. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links [2207.08548] GATE: Gated Additive Tree Ensemble for Tabular Classification and Regression Modern Time Series Forecasting with ...
Notebooks vs. IDEs With Fabian Jakobs - ML 103
February 09, 2023 11:00 - 45 minutes - 63.8 MBHow do you develop ML code? Do you use notebooks or do you use IDEs? In this episode, we get some practical advice from both Ben and our guest on leveraging software principles to write better code in both an IDE and notebook environment. We'll also learn about a cool new Databricks feature that will help you run ML code from an IDE. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links Databricks extension for Visual Stud...
How to think about Optimization - ML 102
February 03, 2023 11:00 - 50 minutes - 69.9 MBIn this week's episode, we meet with Micheal McCourt, the head of engineering at SigOpt. He is an industry expert on optimization algorithms, so expect to learn about constraint-active search, SigOpt's new open-source optimizer, and how to run an engineering team. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links Michael McCourt | SigOpt LinkedIn: Michael McCourt Advertising Inquiries: https://redcircle.com/brands Pr...
Protecting Your ML From Phishing And Hackers - ML 101
January 27, 2023 11:00 - 41 minutes - 58.6 MBHave you ever wondered how to secure a cloud deployment? Well, today we talk to the president at a cloud security company about personal security, detecting malicious actors, startup trends, and much more! Sponsors Chuck's Resume Template Developer Book Club starting with Clean Architecture by Robert C. Martin Become a Top 1% Dev with a Top End Devs Membership Links LinkedIn: Kevin Dominik Korte Twitter: @KeDKorte Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Ou...
The Disruptive Power of Artificial Intelligence - ML 100
January 19, 2023 11:00 - 1 hour - 84.7 MBHave you ever wondered about the most promising industries in Machine Learning? Today we will learn from Avi Goldfarb, the chair of AI at the University of Toronto, about... The most promising AI industries Potential problems with powerful AI The economics behind innovation On YouTubeThe Disruptive Power of Artificial Intelligence - ML 100 Sponsors Chuck's Resume Template Developer Book Club starting with Clean Architecture by Robert C. Martin Become a Top 1% Dev with a Top End Devs Me...