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Adventures in Machine Learning

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Adventures in Machine Learning

ByCharles M Wood

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.

209 episodes•0 subscribers•0 Total Listens

Episode Playlist

50 episodes

Beyond Machine Learning - ML 136

Dec 7, 2023•—

Beyond Machine Learning - ML 136

Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137

Dec 21, 2023•—

Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137

From Open Source to Traditional ML with James Lamb - ML 138

Jan 4, 2024•—

From Open Source to Traditional ML with James Lamb - ML 138

Lyft's ML Infrastructure Journey - ML 139

Jan 18, 2024•—

Lyft's ML Infrastructure Journey - ML 139

Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140

Jan 25, 2024•—

Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140

Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141

Feb 8, 2024•—

Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141

Navigating Authority and Transparency in Organizations - ML 142

Feb 22, 2024•—

Navigating Authority and Transparency in Organizations - ML 142

MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143

Mar 14, 2024•—

MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143

Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144

Mar 21, 2024•—

Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144

The Impact of Process on Successful Tech Companies - ML 145

Mar 28, 2024•—

The Impact of Process on Successful Tech Companies - ML 145

The Science-Engineering Blend - ML 146

Apr 4, 2024•—

The Science-Engineering Blend - ML 146

Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147

Apr 11, 2024•—

Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147

Harnessing Open Source Contributions in Machine Learning and Quantization - ML 148

Apr 18, 2024•—

Harnessing Open Source Contributions in Machine Learning and Quantization - ML 148

Adaptive Industry ML: Challenges, Automation, and Model Applications - ML 149

Apr 18, 2024•—

Adaptive Industry ML: Challenges, Automation, and Model Applications - ML 149

The Impact of AI Tools on Software Development and Quality Assurance - ML 150

May 2, 2024•—

The Impact of AI Tools on Software Development and Quality Assurance - ML 150

Unraveling the Complexities of Model Deployment in Dynamic Marketplaces - ML 151

May 9, 2024•—

Unraveling the Complexities of Model Deployment in Dynamic Marketplaces - ML 151

The Journey to Expertise with Fernando Lopez - ML 152

May 23, 2024•—

The Journey to Expertise with Fernando Lopez - ML 152

AI in Security: Revolutionizing Defense and Outsmarting Attackers in the Digital Era - ML 153

Jun 6, 2024•—

AI in Security: Revolutionizing Defense and Outsmarting Attackers in the Digital Era - ML 153

Balancing Theoretical Knowledge with Hands-on Experience - ML 154

Jun 13, 2024•—

Balancing Theoretical Knowledge with Hands-on Experience - ML 154

Redefining Data Science Roles: Beyond Technical Skills and Traditional Job Descriptions - ML 155

Jun 20, 2024•—

Redefining Data Science Roles: Beyond Technical Skills and Traditional Job Descriptions - ML 155

The Intersection of Success and Talent Retention in Software Development - ML 156

Jun 27, 2024•—

The Intersection of Success and Talent Retention in Software Development - ML 156

Mentorship and Management: Creating a Collaborative Work Environment - ML 157

Jul 4, 2024•—

Mentorship and Management: Creating a Collaborative Work Environment - ML 157

Functional Programming Shift and Scalable Architecture Insights - ML 158

Jul 11, 2024•—

Functional Programming Shift and Scalable Architecture Insights - ML 158

AI Deployment Simplified: Kit Ops' Role in Streamlining MLOps Practices - ML 159

Jul 18, 2024•—

AI Deployment Simplified: Kit Ops' Role in Streamlining MLOps Practices - ML 159

How AI and Deep Fakes Are Transforming Security and Customer Trust - ML 160

Jul 24, 2024•—

How AI and Deep Fakes Are Transforming Security and Customer Trust - ML 160

Transforming Recruitment with AI: Surveys, Sentiment, and Data-Driven Insights - ML 161

Aug 8, 2024•—

Transforming Recruitment with AI: Surveys, Sentiment, and Data-Driven Insights - ML 161

AI in Education: From Micro-Courses to Rigorous Training Programs - ML 162

Aug 15, 2024•—

AI in Education: From Micro-Courses to Rigorous Training Programs - ML 162

Building, Testing, and Abandoning Software - ML 163

Aug 22, 2024•—

Building, Testing, and Abandoning Software - ML 163

Maintaining Backward Compatibility in Software Projects: Strategies from Industry Experts - ML 164

Aug 29, 2024•—

Maintaining Backward Compatibility in Software Projects: Strategies from Industry Experts - ML 164

Demystifying AI Innovations - ML 165

Sep 12, 2024•—

Demystifying AI Innovations - ML 165

Evaluating and Building AI Systems - ML 166

Sep 19, 2024•—

Evaluating and Building AI Systems - ML 166

Learning, Testing, and Mentorship: Building Autonomy and Confidence in Python Development - ML 167

Sep 26, 2024•—

Learning, Testing, and Mentorship: Building Autonomy and Confidence in Python Development - ML 167

The Impact of Generative AI on the Advertising Industry - ML 168

Oct 3, 2024•—

The Impact of Generative AI on the Advertising Industry - ML 168

AI-Powered Tools for Productivity with Artem Koren - ML 169

Oct 10, 2024•—

AI-Powered Tools for Productivity with Artem Koren - ML 169

The Role of Open Source in Modern Development Practices - ML 170

Oct 17, 2024•—

The Role of Open Source in Modern Development Practices - ML 170

The Influence of Gen AI on Personalized Education and Curiosity - ML 171

Oct 24, 2024•—

The Influence of Gen AI on Personalized Education and Curiosity - ML 171

Navigating Expertise Gaps - ML 172

Oct 31, 2024•—

Navigating Expertise Gaps - ML 172

Peer Review and Career Development - ML 173

Nov 7, 2024•—

Peer Review and Career Development - ML 173

Innovative Security Solutions for Developers - ML 174

Nov 14, 2024•—

Innovative Security Solutions for Developers - ML 174

Challenges and Solutions in Managing Code Security for ML Developers - ML 175

Nov 21, 2024•—

Challenges and Solutions in Managing Code Security for ML Developers - ML 175

Crafting Data Solutions: Shrinking Pie and Leveraging Insights for Optimal Data Learning - ML 176

Nov 28, 2024•—

Crafting Data Solutions: Shrinking Pie and Leveraging Insights for Optimal Data Learning - ML 176

The Nature of the World and AI with Rishal Hurbans - ML 177

Dec 9, 2024•—

The Nature of the World and AI with Rishal Hurbans - ML 177

Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178

Dec 12, 2024•—

Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178

Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy - ML 179

Dec 19, 2024•—

Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy - ML 179

Navigating Build vs. Buy Decisions in Emerging AI Technologies - ML 180

Dec 26, 2024•—

Navigating Build vs. Buy Decisions in Emerging AI Technologies - ML 180

A/B Testing with ML ft. Michael Berk - ML 181

Jan 2, 2025•—

A/B Testing with ML ft. Michael Berk - ML 181

Cows, Camels, and the Human Brain - ML 182

Jan 9, 2025•—

Cows, Camels, and the Human Brain - ML 182

Navigating Common Pitfalls in Data Science: Lessons from Pierpaolo Hipolito - ML 183

Jan 23, 2025•—

Navigating Common Pitfalls in Data Science: Lessons from Pierpaolo Hipolito - ML 183

Integrating Business Needs and Technical Skills in Effective Model Serving Deployments - ML 184

Feb 13, 2025•—

Integrating Business Needs and Technical Skills in Effective Model Serving Deployments - ML 184

Why Authenticity Beats Algorithms: The New Rules of Digital Marketing - ML 185

Apr 3, 2025•—

Why Authenticity Beats Algorithms: The New Rules of Digital Marketing - ML 185

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Waves Explore Library Vibes Podcasts Audiobooks