

How to Create Team Utils - ML 122
4 snips Jul 21, 2023
Discover the challenges of sharing reusable functions within a team and the importance of writing tests. Explore the use case of hot dog sales forecasting and the transition from prototype to MVP. Learn about efficient solutions and the benefits of seeking feedback. Dive into multi-threading impact on file searching and the dangers of over-engineering. Find out about a specific tool and upcoming workshops covering various topics. Gain insights into frameworks, utilities, and the significance of tests in code development.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 6min
Building an Advanced Machine Learning Stack for Hot Dog Sales Forecasting
05:45 • 23min
Efficient Solutions and Learning from Feedback
28:55 • 5min
The Impact of Multi-Threading on File Searching and the Benefits of Hands-on Learning
33:45 • 4min
Over-Engineering and Balancing Team Requirements
38:02 • 25min
Exploring a Tool and Upcoming Workshops
01:03:11 • 2min
Frameworks vs Utilities and Levels of Code Complexity
01:05:40 • 2min