Master advanced model optimization concepts with expert-level content and cutting-edge techniques.
Start now · step 1 of 3
Strong foundation in linear algebra, calculus, and optimization
Expert Python skills; experience with ML frameworks
Follow these courses in order to complete the learning path. Click on any course to enroll.
Learn Transformers, explained: Understand the model behind GPT, BERT, and T5
State-of-the-Art Machine Learning Papers Implementation
Explore related content to expand your skills beyond this learning path.
Explore all Machine Learning courses and paths
More advanced-level AI and ML courses
Browse courses from Coursera, Udemy, edX, and more
Browse all structured AI and ML learning paths
See the side-by-side breakdown and our pick by scenario
See the side-by-side breakdown and our pick by scenario
Master advanced model optimization concepts with expert-level content and cutting-edge techniques.
You'll work through Master cutting-edge techniques and research; Handle complex, production-scale systems; Contribute to open source and research; Build and train machine learning models from scratch; Understand supervised, unsupervised, and reinforcement learning paradigms; Evaluate model performance using industry-standard metrics.
About 150 hours of study across 3 courses — and you can go at your own pace.
It's pitched at advanced level, so a little prior familiarity helps.
3 curated courses, sequenced from foundational to advanced.
The courses in this path can be started for free.
Enroll in this path to track your progress and stay motivated.