# Adventures in Machine Learning

Page: https://stenobird.com/podcast/adventures-in-machine-learning
Text version: https://stenobird.com/podcast/adventures-in-machine-learning.md
RSS feed: https://www.spreaker.com/show/6102041/episodes/feed
Official site: https://topenddevs.com/podcasts/adventures-in-machine-learning
Author: Charles M Wood
Episodes: 209

## Resource

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/support .

## Machine-readable

JSON: https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning
Markdown: https://stenobird.com/podcast/adventures-in-machine-learning.md

## Episodes
- [Why Authenticity Beats Algorithms: The New Rules of Digital Marketing - ML 185](https://stenobird.com/podcast/adventures-in-machine-learning/why-authenticity-beats-algorithms-the-new-rules-of-digital-marketing-ml-185) — 2025-04-04T01:57:47+00:00
- [Integrating Business Needs and Technical Skills in Effective Model Serving Deployments - ML 184](https://stenobird.com/podcast/adventures-in-machine-learning/integrating-business-needs-and-technical-skills-in-effective-model-serving-deployments-ml-184) — 2025-02-13T22:53:21+00:00
- [Navigating Common Pitfalls in Data Science: Lessons from Pierpaolo Hipolito - ML 183](https://stenobird.com/podcast/adventures-in-machine-learning/navigating-common-pitfalls-in-data-science-lessons-from-pierpaolo-hipolito-ml-183) — 2025-01-24T03:31:21+00:00
- [Cows, Camels, and the Human Brain - ML 182](https://stenobird.com/podcast/adventures-in-machine-learning/cows-camels-and-the-human-brain-ml-182) — 2025-01-09T11:57:00+00:00
- [A/B Testing with ML ft. Michael Berk - ML 181](https://stenobird.com/podcast/adventures-in-machine-learning/a-b-testing-with-ml-ft-michael-berk-ml-181) — 2025-01-02T11:00:00+00:00
- [Navigating Build vs. Buy Decisions in Emerging AI Technologies - ML 180](https://stenobird.com/podcast/adventures-in-machine-learning/navigating-build-vs-buy-decisions-in-emerging-ai-technologies-ml-180) — 2024-12-26T11:00:00+00:00
- [Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy - ML 179](https://stenobird.com/podcast/adventures-in-machine-learning/artificial-intelligence-as-a-service-with-peter-elger-and-e-in-shanaghy-ml-179) — 2024-12-19T11:00:00+00:00
- [Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178](https://stenobird.com/podcast/adventures-in-machine-learning/combating-burnout-in-machine-learning-strategies-for-balance-and-collaboration-ml-178) — 2024-12-12T11:00:00+00:00
- [The Nature of the World and AI with Rishal Hurbans - ML 177](https://stenobird.com/podcast/adventures-in-machine-learning/the-nature-of-the-world-and-ai-with-rishal-hurbans-ml-177) — 2024-12-09T13:31:39+00:00
- [Crafting Data Solutions: Shrinking Pie and Leveraging Insights for Optimal Data Learning - ML 176](https://stenobird.com/podcast/adventures-in-machine-learning/crafting-data-solutions-shrinking-pie-and-leveraging-insights-for-optimal-data-learning-ml-176) — 2024-11-28T11:00:00+00:00
- [Challenges and Solutions in Managing Code Security for ML Developers - ML 175](https://stenobird.com/podcast/adventures-in-machine-learning/challenges-and-solutions-in-managing-code-security-for-ml-developers-ml-175) — 2024-11-21T11:00:00+00:00
- [Innovative Security Solutions for Developers - ML 174](https://stenobird.com/podcast/adventures-in-machine-learning/innovative-security-solutions-for-developers-ml-174) — 2024-11-14T11:00:00+00:00
- [Peer Review and Career Development - ML 173](https://stenobird.com/podcast/adventures-in-machine-learning/peer-review-and-career-development-ml-173) — 2024-11-07T11:00:00+00:00
- [Navigating Expertise Gaps - ML 172](https://stenobird.com/podcast/adventures-in-machine-learning/navigating-expertise-gaps-ml-172) — 2024-10-31T11:00:00+00:00
- [The Influence of Gen AI on Personalized Education and Curiosity - ML 171](https://stenobird.com/podcast/adventures-in-machine-learning/the-influence-of-gen-ai-on-personalized-education-and-curiosity-ml-171) — 2024-10-24T10:00:00+00:00
- [The Role of Open Source in Modern Development Practices - ML 170](https://stenobird.com/podcast/adventures-in-machine-learning/the-role-of-open-source-in-modern-development-practices-ml-170) — 2024-10-17T10:00:00+00:00
- [AI-Powered Tools for Productivity with Artem Koren - ML 169](https://stenobird.com/podcast/adventures-in-machine-learning/ai-powered-tools-for-productivity-with-artem-koren-ml-169) — 2024-10-10T10:00:00+00:00
- [The Impact of Generative AI on the Advertising Industry - ML 168](https://stenobird.com/podcast/adventures-in-machine-learning/the-impact-of-generative-ai-on-the-advertising-industry-ml-168) — 2024-10-03T10:00:00+00:00
- [Learning, Testing, and Mentorship: Building Autonomy and Confidence in Python Development - ML 167](https://stenobird.com/podcast/adventures-in-machine-learning/learning-testing-and-mentorship-building-autonomy-and-confidence-in-python-development-ml-167) — 2024-09-26T10:00:00+00:00
- [Evaluating and Building AI Systems - ML 166](https://stenobird.com/podcast/adventures-in-machine-learning/evaluating-and-building-ai-systems-ml-166) — 2024-09-19T10:00:00+00:00
- [Demystifying AI Innovations - ML 165](https://stenobird.com/podcast/adventures-in-machine-learning/demystifying-ai-innovations-ml-165) — 2024-09-12T10:00:00+00:00
- [Maintaining Backward Compatibility in Software Projects: Strategies from Industry Experts - ML 164](https://stenobird.com/podcast/adventures-in-machine-learning/maintaining-backward-compatibility-in-software-projects-strategies-from-industry-experts-ml-164) — 2024-08-29T10:00:00+00:00
- [Building, Testing, and Abandoning Software - ML 163](https://stenobird.com/podcast/adventures-in-machine-learning/building-testing-and-abandoning-software-ml-163) — 2024-08-22T13:09:33+00:00
- [AI in Education: From Micro-Courses to Rigorous Training Programs - ML 162](https://stenobird.com/podcast/adventures-in-machine-learning/ai-in-education-from-micro-courses-to-rigorous-training-programs-ml-162) — 2024-08-15T10:00:00+00:00
- [Transforming Recruitment with AI: Surveys, Sentiment, and Data-Driven Insights - ML 161](https://stenobird.com/podcast/adventures-in-machine-learning/transforming-recruitment-with-ai-surveys-sentiment-and-data-driven-insights-ml-161) — 2024-08-08T10:00:00+00:00
- [How AI and Deep Fakes Are Transforming Security and Customer Trust - ML 160](https://stenobird.com/podcast/adventures-in-machine-learning/how-ai-and-deep-fakes-are-transforming-security-and-customer-trust-ml-160) — 2024-07-24T10:00:00+00:00
- [AI Deployment Simplified: Kit Ops' Role in Streamlining MLOps Practices - ML 159](https://stenobird.com/podcast/adventures-in-machine-learning/ai-deployment-simplified-kit-ops-role-in-streamlining-mlops-practices-ml-159) — 2024-07-18T04:00:00+00:00
- [Functional Programming Shift and Scalable Architecture Insights - ML 158](https://stenobird.com/podcast/adventures-in-machine-learning/functional-programming-shift-and-scalable-architecture-insights-ml-158) — 2024-07-11T10:00:00+00:00
- [Mentorship and Management: Creating a Collaborative Work Environment - ML 157](https://stenobird.com/podcast/adventures-in-machine-learning/mentorship-and-management-creating-a-collaborative-work-environment-ml-157) — 2024-07-04T04:00:00+00:00
- [The Intersection of Success and Talent Retention in Software Development - ML 156](https://stenobird.com/podcast/adventures-in-machine-learning/the-intersection-of-success-and-talent-retention-in-software-development-ml-156) — 2024-06-27T04:00:00+00:00
- [Redefining Data Science Roles: Beyond Technical Skills and Traditional Job Descriptions - ML 155](https://stenobird.com/podcast/adventures-in-machine-learning/redefining-data-science-roles-beyond-technical-skills-and-traditional-job-descriptions-ml-155) — 2024-06-20T04:58:00+00:00
- [Balancing Theoretical Knowledge with Hands-on Experience - ML 154](https://stenobird.com/podcast/adventures-in-machine-learning/balancing-theoretical-knowledge-with-hands-on-experience-ml-154) — 2024-06-13T04:00:00+00:00
- [AI in Security: Revolutionizing Defense and Outsmarting Attackers in the Digital Era - ML 153](https://stenobird.com/podcast/adventures-in-machine-learning/ai-in-security-revolutionizing-defense-and-outsmarting-attackers-in-the-digital-era-ml-153) — 2024-06-06T10:00:00+00:00
- [The Journey to Expertise with Fernando Lopez - ML 152](https://stenobird.com/podcast/adventures-in-machine-learning/the-journey-to-expertise-with-fernando-lopez-ml-152) — 2024-05-23T10:00:00+00:00
- [Unraveling the Complexities of Model Deployment in Dynamic Marketplaces - ML 151](https://stenobird.com/podcast/adventures-in-machine-learning/unraveling-the-complexities-of-model-deployment-in-dynamic-marketplaces-ml-151) — 2024-05-09T10:00:00+00:00
- [The Impact of AI Tools on Software Development and Quality Assurance - ML 150](https://stenobird.com/podcast/adventures-in-machine-learning/the-impact-of-ai-tools-on-software-development-and-quality-assurance-ml-150) — 2024-05-02T10:00:00+00:00
- [Harnessing Open Source Contributions in Machine Learning and Quantization - ML 148](https://stenobird.com/podcast/adventures-in-machine-learning/harnessing-open-source-contributions-in-machine-learning-and-quantization-ml-148) — 2024-04-18T10:00:00+00:00
- [Adaptive Industry ML: Challenges, Automation, and Model Applications - ML 149](https://stenobird.com/podcast/adventures-in-machine-learning/adaptive-industry-ml-challenges-automation-and-model-applications-ml-149) — 2024-04-18T10:00:00+00:00
- [Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147](https://stenobird.com/podcast/adventures-in-machine-learning/data-platform-innovation-navigating-challenges-and-building-a-unified-experience-ml-147) — 2024-04-11T10:00:00+00:00
- [The Science-Engineering Blend - ML 146](https://stenobird.com/podcast/adventures-in-machine-learning/the-science-engineering-blend-ml-146) — 2024-04-04T10:00:00+00:00
- [The Impact of Process on Successful Tech Companies - ML 145](https://stenobird.com/podcast/adventures-in-machine-learning/the-impact-of-process-on-successful-tech-companies-ml-145) — 2024-03-28T10:00:00+00:00
- [Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144](https://stenobird.com/podcast/adventures-in-machine-learning/delivering-scoped-solutions-lessons-in-fixing-production-system-issues-ml-144) — 2024-03-21T10:00:00+00:00
- [MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143](https://stenobird.com/podcast/adventures-in-machine-learning/mlops-101-scoping-latency-data-curation-and-continuous-model-retraining-ml-143) — 2024-03-14T10:00:00+00:00
- [Navigating Authority and Transparency in Organizations - ML 142](https://stenobird.com/podcast/adventures-in-machine-learning/navigating-authority-and-transparency-in-organizations-ml-142) — 2024-02-22T11:00:00+00:00
- [Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141](https://stenobird.com/podcast/adventures-in-machine-learning/evolution-of-dlib-addressing-challenges-in-machine-learning-and-computer-vision-ml-141) — 2024-02-08T11:00:00+00:00
- [Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140](https://stenobird.com/podcast/adventures-in-machine-learning/strategies-for-improving-code-quality-and-maintenance-in-the-python-environment-ml-140) — 2024-01-25T11:00:00+00:00
- [Lyft's ML Infrastructure Journey - ML 139](https://stenobird.com/podcast/adventures-in-machine-learning/lyft-s-ml-infrastructure-journey-ml-139) — 2024-01-18T11:00:00+00:00
- [From Open Source to Traditional ML with James Lamb - ML 138](https://stenobird.com/podcast/adventures-in-machine-learning/from-open-source-to-traditional-ml-with-james-lamb-ml-138) — 2024-01-04T11:00:00+00:00
- [Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137](https://stenobird.com/podcast/adventures-in-machine-learning/wars-of-ai-and-justice-handling-uncertainties-and-ethical-quandaries-ml-137) — 2023-12-21T11:00:00+00:00
- [Beyond Machine Learning - ML 136](https://stenobird.com/podcast/adventures-in-machine-learning/beyond-machine-learning-ml-136) — 2023-12-07T11:00:00+00:00
- [Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135](https://stenobird.com/podcast/adventures-in-machine-learning/unraveling-ai-s-impact-computer-vision-generative-models-and-challenges-in-software-development-ml-135) — 2023-11-30T11:00:00+00:00
- [How To Recession Proof Your Job - BONUS](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-recession-proof-your-job-bonus) — 2023-11-23T11:00:00+00:00
- [Complexity Theory - ML 134](https://stenobird.com/podcast/adventures-in-machine-learning/complexity-theory-ml-134) — 2023-11-23T11:00:00+00:00
- [Data Watchdogs - ML 133](https://stenobird.com/podcast/adventures-in-machine-learning/data-watchdogs-ml-133) — 2023-11-16T11:00:00+00:00
- [Causal Analysis - ML 132](https://stenobird.com/podcast/adventures-in-machine-learning/causal-analysis-ml-132) — 2023-11-09T11:00:00+00:00
- [Data Visualization and Hugging Face - ML 131](https://stenobird.com/podcast/adventures-in-machine-learning/data-visualization-and-hugging-face-ml-131) — 2023-11-02T11:00:00+00:00
- [Confidence as Data Scientist - ML 130](https://stenobird.com/podcast/adventures-in-machine-learning/confidence-as-data-scientist-ml-130) — 2023-10-19T11:00:00+00:00
- [A Case Study: Recommendation Engines - ML 129](https://stenobird.com/podcast/adventures-in-machine-learning/a-case-study-recommendation-engines-ml-129) — 2023-10-05T11:00:00+00:00
- [Maximizing Efficiency in ML Project Development - ML 128](https://stenobird.com/podcast/adventures-in-machine-learning/maximizing-efficiency-in-ml-project-development-ml-128) — 2023-09-21T11:00:00+00:00
- [AI that Make You Better - ML 127](https://stenobird.com/podcast/adventures-in-machine-learning/ai-that-make-you-better-ml-127) — 2023-09-14T11:00:00+00:00
- [Challenges for LLM Implementation - ML 126](https://stenobird.com/podcast/adventures-in-machine-learning/challenges-for-llm-implementation-ml-126) — 2023-09-07T11:00:00+00:00
- [ML in the Cannabis Industry - ML 125](https://stenobird.com/podcast/adventures-in-machine-learning/ml-in-the-cannabis-industry-ml-125) — 2023-08-24T11:00:00+00:00
- [How AI Impacts Society - ML 124](https://stenobird.com/podcast/adventures-in-machine-learning/how-ai-impacts-society-ml-124) — 2023-08-17T11:00:00+00:00
- [LLMs on Azure - ML 123](https://stenobird.com/podcast/adventures-in-machine-learning/llms-on-azure-ml-123) — 2023-08-03T11:00:00+00:00
- [How to Create Team Utils - ML 122](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-create-team-utils-ml-122) — 2023-07-21T11:00:00+00:00
- [How to Get Sh*t Done - ML 121](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-get-sh-t-done-ml-121) — 2023-07-13T11:00:00+00:00
- [ML at Netflix and How to Learn Deeply - ML 120](https://stenobird.com/podcast/adventures-in-machine-learning/ml-at-netflix-and-how-to-learn-deeply-ml-120) — 2023-06-30T11:00:00+00:00
- [How to get Promoted - ML 119](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-get-promoted-ml-119) — 2023-06-23T11:00:00+00:00
- [How does Search Work? - ML 118](https://stenobird.com/podcast/adventures-in-machine-learning/how-does-search-work-ml-118) — 2023-06-15T11:00:00+00:00
- [How to Learn a New Tool - ML 117](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-learn-a-new-tool-ml-117) — 2023-06-08T11:00:00+00:00
- [The Innovation Cycle of AI - ML 116](https://stenobird.com/podcast/adventures-in-machine-learning/the-innovation-cycle-of-ai-ml-116) — 2023-05-25T11:00:00+00:00
- [All Things Machine Learning - ML 115](https://stenobird.com/podcast/adventures-in-machine-learning/all-things-machine-learning-ml-115) — 2023-05-11T11:00:00+00:00
- [How to Transition from Academics to Industry - ML 114](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-transition-from-academics-to-industry-ml-114) — 2023-05-05T11:00:00+00:00
- [How to Make your Projects Succeed - ML 113](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-make-your-projects-succeed-ml-113) — 2023-04-27T11:00:00+00:00
- [Jason Weimann - Learn Video Game Development with Chuck - BONUS](https://stenobird.com/podcast/adventures-in-machine-learning/jason-weimann-learn-video-game-development-with-chuck-bonus) — 2023-04-21T11:00:00+00:00
- [How Do You Stop Hating Your Job? - BONUS](https://stenobird.com/podcast/adventures-in-machine-learning/how-do-you-stop-hating-your-job-bonus) — 2023-04-13T11:00:00+00:00
- [How to Think Like a Principal Architect - ML 112](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-like-a-principal-architect-ml-112) — 2023-04-13T11:00:00+00:00
- [How to Transition from Software Engineer to ML Engineer - ML 111](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-transition-from-software-engineer-to-ml-engineer-ml-111) — 2023-04-07T11:00:00+00:00
- [Machine Learning for Meeting Notes - ML 110](https://stenobird.com/podcast/adventures-in-machine-learning/machine-learning-for-meeting-notes-ml-110) — 2023-03-30T11:00:00+00:00
- [Model Serving at Databricks - ML 109](https://stenobird.com/podcast/adventures-in-machine-learning/model-serving-at-databricks-ml-109) — 2023-03-27T11:00:00+00:00
- [Where ML and DevOps Meet - ML 108](https://stenobird.com/podcast/adventures-in-machine-learning/where-ml-and-devops-meet-ml-108) — 2023-03-17T11:00:00+00:00
- [How Does ChatGPT Work? - ML 107](https://stenobird.com/podcast/adventures-in-machine-learning/how-does-chatgpt-work-ml-107) — 2023-03-10T11:00:00+00:00
- [Machine Learning for Movie Scripts - ML 106](https://stenobird.com/podcast/adventures-in-machine-learning/machine-learning-for-movie-scripts-ml-106) — 2023-03-03T11:00:00+00:00
- [ChatGPT and the Divine - ML 105](https://stenobird.com/podcast/adventures-in-machine-learning/chatgpt-and-the-divine-ml-105) — 2023-02-23T11:00:00+00:00
- [Deep Learning for Tabular and Time Series Data - ML 104](https://stenobird.com/podcast/adventures-in-machine-learning/deep-learning-for-tabular-and-time-series-data-ml-104) — 2023-02-16T11:00:00+00:00
- [Notebooks vs. IDEs With Fabian Jakobs - ML 103](https://stenobird.com/podcast/adventures-in-machine-learning/notebooks-vs-ides-with-fabian-jakobs-ml-103) — 2023-02-09T11:00:00+00:00
- [How to think about Optimization - ML 102](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-about-optimization-ml-102) — 2023-02-03T11:00:00+00:00
- [Protecting Your ML From Phishing And Hackers - ML 101](https://stenobird.com/podcast/adventures-in-machine-learning/protecting-your-ml-from-phishing-and-hackers-ml-101) — 2023-01-27T11:00:00+00:00
- [The Disruptive Power of Artificial Intelligence - ML 100](https://stenobird.com/podcast/adventures-in-machine-learning/the-disruptive-power-of-artificial-intelligence-ml-100) — 2023-01-19T11:00:00+00:00
- [A History Of ML And How Low Code Tooling Accelerates Solution Development - ML 099](https://stenobird.com/podcast/adventures-in-machine-learning/a-history-of-ml-and-how-low-code-tooling-accelerates-solution-development-ml-099) — 2023-01-06T11:00:00+00:00
- [Moving from Dev Notebooks to Production Code - ML 098](https://stenobird.com/podcast/adventures-in-machine-learning/moving-from-dev-notebooks-to-production-code-ml-098) — 2022-12-22T11:00:00+00:00
- [How to Edit and Contribute to Existing Code Base - ML 097](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-edit-and-contribute-to-existing-code-base-ml-097) — 2022-12-15T11:00:00+00:00
- [MLflow 2.0 And How Large-Scale Projects Are Managed In The Open Source - ML 096](https://stenobird.com/podcast/adventures-in-machine-learning/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096) — 2022-12-01T11:00:00+00:00
- [Should you Context Switch when Writing Code? - ML 095](https://stenobird.com/podcast/adventures-in-machine-learning/should-you-context-switch-when-writing-code-ml-095) — 2022-11-24T11:00:00+00:00
- [How To Recession Proof Your Job - BONUS](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-recession-proof-your-job-bonus-2) — 2022-11-24T11:00:00+00:00
- [Important Questions To Ask When Scoping ML Projects - ML 094](https://stenobird.com/podcast/adventures-in-machine-learning/important-questions-to-ask-when-scoping-ml-projects-ml-094) — 2022-11-17T11:00:00+00:00
- [How To Do Research Spikes - ML 093](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-do-research-spikes-ml-093) — 2022-11-10T11:00:00+00:00
- [How to Simplify Data Science with DagsHub Founders - ML 092](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-simplify-data-science-with-dagshub-founders-ml-092) — 2022-10-27T10:00:00+00:00
- [How to Test ML Code - ML 091](https://stenobird.com/podcast/adventures-in-machine-learning/how-to-test-ml-code-ml-091) — 2022-10-20T10:00:00+00:00
- [AGI, Neuron Simulators, and More with Charles Simon - ML 090](https://stenobird.com/podcast/adventures-in-machine-learning/agi-neuron-simulators-and-more-with-charles-simon-ml-090) — 2022-10-06T10:00:00+00:00

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