Adventures in Machine Learning

209 Episodes

1. The Impact of Process on Successful Tech Companies - ML 145

   Published: 3/28/2024
2. Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144

   Published: 3/21/2024
3. MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143

   Published: 3/14/2024
4. Navigating Authority and Transparency in Organizations - ML 142

   Published: 2/22/2024
5. Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141

   Published: 2/8/2024
6. Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140

   Published: 1/25/2024
7. Lyft's ML Infrastructure Journey - ML 139

   Published: 1/18/2024
8. From Open Source to Traditional ML with James Lamb - ML 138

   Published: 1/4/2024
9. Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137

   Published: 12/21/2023
10. Beyond Machine Learning - ML 136

    Published: 12/7/2023
11. Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135

    Published: 11/30/2023
12. Complexity Theory - ML 134

    Published: 11/23/2023
13. How To Recession Proof Your Job - BONUS

    Published: 11/23/2023
14. Data Watchdogs - ML 133

    Published: 11/16/2023
15. Causal Analysis - ML 132

    Published: 11/9/2023
16. Data Visualization and Hugging Face - ML 131

    Published: 11/2/2023
17. Confidence as Data Scientist - ML 130

    Published: 10/19/2023
18. A Case Study: Recommendation Engines - ML 129

    Published: 10/5/2023
19. Maximizing Efficiency in ML Project Development - ML 128

    Published: 9/21/2023
20. AI that Make You Better - ML 127

    Published: 9/14/2023