Full Stack Deep Learning Course

Full Stack Deep Learning (FSDL) is the course and community for people who are building products that are powered by machine learning (ML).

Table of contents:
- Lecture 1: Course Vision and When to Use ML
- Lab Overview
- Lecture 2: Development Infrastructure & Tooling
- Lab 4: Experiment Management
- Lecture 3: Troubleshooting & Testing
- Lab 5: Troubleshooting & Testing
- Lecture 4: Data Management
- Lab 6: Data Annotation
- Lecture 5: Deployment
- Lab 7: Web Deployment
- Lecture 6: Continual Learning
- Lab 8: Model Monitoring
- Lecture 7: Foundation Models
- Lecture 8: ML Teams and Project Management
- Lecture 9: Ethics

Link: https://fullstackdeeplearning.com/course/2022/

Navigational hashtags: #armknowledgesharing #armcourses
General hashtags: #deeplearning #fullstack #datamanagement #dataannotation #deployment #webdevelopment #continuallearning #modelmonitoring #foundationmodels #projectmanagement

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