Machine Learning & Deep Learning Engineering
Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.
Search Live Openings
We don’t have a direct job-board feed matched to this one yet, so here are real, live US job searches for “Machine Learning & Deep Learning Engineering” instead.
Curated Certification CAI03
A rigorous build path across classical ML, neural networks, computer vision, NLP and practical model training.
Benchmark: Curated source set: Google for Developers + Stanford + MIT OpenCourseWare + fast.ai + Andrej Karpathy + University of Helsinki -- Credential note: this is a Zuyini mastery certificate built from the cited public courses. It is not issued, sponsored or endorsed by the source institutions, providers or companies.
Core Course Stack
1. Machine Learning Crash Course
2. CS229 Machine Learning
3. 6.S191 Introduction to Deep Learning
4. Practical Deep Learning for Coders
5. Neural Networks: Zero to Hero
6. CS231n: Deep Learning for Computer Vision
7. CS224N: NLP with Deep Learning
8. Elements of AI: Building AI
Hands-On Mastery Capstone
Train and compare two models on one real dataset. Show baseline, data checks, training curves, error taxonomy, bias/variance reasoning, model-selection tradeoffs, and a reproducible inference demo.
Proof Rubric
- repository / notebook / artifact
- evaluation evidence
- short technical or executive readout
- reflection