FSDL
Full Stack Deep Learning
What happens after the model works: deployment, monitoring, data management and team structure.
Who it suits
The subject almost every other course omits, and the one this site argues matters most.
What it covers
Production and MLOpsDeep learning
What is not recorded here
No rating. Course ratings change weekly, differ between platforms for the same material, and are dominated by people who finished, which selects for those the course already suited. Level, duration and cost are stable and checkable; the line above is the judgement a rating stands in for.
Concepts this covers
TransformerEmbeddingsAttentionNeural NetworkVector DatabaseBackpropagation
Related courses
- Practical Deep Learning for Coders · fast.ai, ~7 weeks
- Neural Networks: Zero to Hero · Andrej Karpathy, ~15 hours
- Introduction to Deep Learning, 6.S191 · MIT, ~10 lectures
- Deep Learning Specialization · DeepLearning.AI, ~4 months
Common questions
Is Full Stack Deep Learning free?
Yes, entirely. Provider: FSDL.
How long does Full Stack Deep Learning take?
Roughly ~10 lectures, at the pace the material is designed for. Anyone working full time should expect longer.
What level is Full Stack Deep Learning?
Advanced. What happens after the model works: deployment, monitoring, data management and team structure.
Who is Full Stack Deep Learning for?
The subject almost every other course omits, and the one this site argues matters most.