Become fluent in neural networks
Smoothlake Gradient teaches you the modern deep learning stack—Transformers, diffusion, GNNs, and production tooling—through guided, modular paths.
Modular paths
Each course is a focused building block—combine them into tailored specializations: Vision, NLP, Multimodal, MLOps.
Engineer-first
Code-heavy labs, clean notebooks, and production checklists. Learn patterns you can ship.
Up-to-date
We revise content for every major framework release and research milestone.
Plan your learning path
A quick planner to estimate time-to-skill and save your plan locally.
What you’ll master
- Transformer pretraining and fine-tuning
- Diffusion and generative modeling
- Vision: CNNs, ViT, detection, segmentation
- GNNs for recommendation and graphs
- MLOps: data, training, deployment
Trusted by practitioners
“Concise lectures, strong labs, and production checklists—Smoothlake Gradient helped my team ship an LLM-powered search pilot in weeks.”
Staff ML Engineer, Search
“Their Transformer and MLOps tracks are the best mix of engineering and theory I’ve found online.”
Head of Data Science, SaaS
“Clear mental models and repeatable patterns. The dashboard-style modules kept me focused.”
ML Research Engineer