Intermediate12 hrs
Foundations of Machine Learning
Regression, trees, and the math that actually matters.
New · LLM Engineering track
Learn AI by shipping real models.
A precise, project-first curriculum in machine learning and LLMs. Built for engineers and curious analysts — no hype, just working systems.
Start learning freeNo card · 14-day trial
48,200 learners4.9 / 5 avg rating214 hands-on labs
(a) Catalog
Featured courses
Advanced18 hrs
Applied LLM Engineering
RAG, agents, and evaluation with production patterns.
Beginner8 hrs
Deep Learning in PyTorch
From tensors to your first trained CNN, step by step.
(b) Curriculum
The LLM track, module by module
- 01Transformer architecture6 labs
- 02Fine-tuning & adapters8 labs
- 03Retrieval & RAG systems7 labs
- 04Agents & tool use9 labs
- 05Evaluation & deployment5 labs
(d) FAQ
Questions, answered
Is there a free trial?+
Yes — 14 days of full access, no card required. You can cancel at any point during the trial and you will not be charged.
Do I need a background in ML?+
Beginner tracks start from Python basics. Advanced tracks assume you are comfortable with linear algebra and can read a training loop.
How does the email access link work?+
If you are already a student, enter your email on the log-in page and we send you a single-use link. It expires after a short window and no password is stored.
How does partner payout work?+
We track and pay affiliates through Everflow. We work on CPA and RevShare, with CPC only in rare, individually agreed cases.
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