Free AI & Generative AI certifications, page 2
Tests 121–138 of the 138 free AI & Generative AI certifications, from beginner to advanced. Every question is based on a published source, and passing earns a verifiable certificate you can add to LinkedIn.
Founder, Science of AppsAdvanced AI & GenAI certifications (continued)
Assumes years in the role or deep specialist knowledge.
- 25 questions · 25 minSOA-AIGP
AIGP Practice Test (IAPP AI Governance)
Tests readiness for the IAPP AIGP (Artificial Intelligence Governance Professional) exam.
For AI governance lead, Privacy professional, AI risk managerTake the 25-minute test → - 25 questions · 25 minSOA-AIS
AI Security Certification Test (OWASP LLM Top 10)
A defensive AI and LLM application security skills test.
For AI security engineer, Application security engineer, ML engineerTake the 25-minute test → - 25 questions · 25 minSOA-CCAF
Claude Certified Architect Practice Exam (CCA-F)
Practice for Anthropic's Claude Certified Architect (CCA-F).
For AI engineer, Solutions architect, Backend developer building LLM featuresTake the 25-minute test → - 25 questions · 25 minSOA-TAI
Transformer Architecture Internals Certification
Tests transformer architecture internals — tokenisation with byte-pair encoding, embeddings and positional information including rotary embeddings, scaled…
For ML engineer or research engineer, LLM inference or training engineer, Graduate student in machine learningTake the 25-minute test → - 25 questions · 25 minSOA-EARL
Embodied AI & Robot Learning Certification
Tests embodied AI and robot learning — imitation learning and behaviour cloning, reinforcement learning for control, sim-to-real transfer and domain…
For Robotics ML engineer, Robot learning researcher, Autonomy or controls engineerTake the 25-minute test → - 25 questions · 25 minSOA-RPO
RLHF & Preference Optimization Certification
Tests RLHF and preference optimization — supervised fine-tuning, preference data collection and labelling, reward modelling with Bradley-Terry objectives, PPO…
For LLM post-training engineer, Alignment or safety researcher, Applied ML scientistTake the 25-minute test → - 25 questions · 25 minSOA-DTLS
Distributed Training & Large-Scale ML Systems Certification
Tests distributed training and large-scale ML systems.
For ML infrastructure engineer, LLM training engineer, Research engineer at an AI labTake the 25-minute test → - 25 questions · 25 minSOA-AWMS
AI World Models & Simulation Certification
Tests AI world models and simulation — latent dynamics models and learning in imagination, planning with learned models such as MuZero, video and interactive…
For World model or simulation researcher, Robotics or autonomy ML engineer, Game AI or generative video engineerTake the 25-minute test → - 25 questions · 25 minSOA-MIF
Mechanistic Interpretability Fundamentals Certification
Tests mechanistic interpretability fundamentals.
For Interpretability researcher, AI safety engineer, ML research engineerTake the 25-minute test → - 25 questions · 25 minSOA-SRS
Search & Ranking Systems Certification
Tests search and ranking systems engineering.
For Search or relevance engineer, Ranking or ML engineer, RAG and AI search engineerTake the 25-minute test → - 25 questions · 25 minSOA-DME
Diffusion Models Engineering Certification
Tests diffusion models engineering — the forward noising and reverse denoising process, noise schedules and training objectives, score-based and flow-matching…
For Generative AI or diffusion engineer, Computer vision ML engineer, Creative tools or image generation product engineerTake the 25-minute test → - 25 questions · 25 minSOA-AAMH
AI Accelerators & ML Hardware Certification
Tests AI accelerators and ML hardware — GPU architecture with tensor cores and the CUDA execution model, systolic arrays and TPUs, memory hierarchies and HBM…
For ML systems or performance engineer, Hardware or chip architect, AI infrastructure or data centre engineerTake the 25-minute test → - 25 questions · 25 minSOA-RSE
Recommender Systems Engineering Certification
Tests recommender systems engineering — collaborative filtering and matrix factorisation, two-tower candidate retrieval, ranking models such as Wide and Deep…
For Recommender systems or ranking engineer, ML engineer for personalisation, Data scientist for growth or feedsTake the 25-minute test → - 25 questions · 25 minSOA-AVPP
Autonomous Vehicles: Perception & Planning Certification
Tests autonomous vehicles perception and planning.
For Autonomous driving perception or planning engineer, Robotics or ADAS engineer, Safety engineer for automated drivingTake the 25-minute test → - 25 questions · 25 minSOA-ARPR
AI Research Paper Reading & Reproduction Certification
Tests AI research paper reading and reproduction.
For ML research engineer, PhD student or research assistant in AI, Applied scientistTake the 25-minute test → - 25 questions · 25 minSOA-GNN
Graph Neural Networks Certification
Tests graph neural networks — graph representations and tasks, node embeddings such as node2vec, the message-passing framework, GCN, GraphSAGE, GAT and GIN…
For ML engineer working with graph data, Data scientist in fraud, risk or networks, Computational chemist or drug discovery scientistTake the 25-minute test → - 25 questions · 25 minSOA-MOML
Mathematical Optimization for Machine Learning Certification
Tests mathematical optimisation for machine learning.
For ML researcher or research engineer, Applied scientist or quantitative modeller, Operations research or optimisation engineerTake the 25-minute test → - 25 questions · 25 minSOA-AAI
Agentic AI Practice Test (NVIDIA NCP-AAI)
Tests readiness for agentic AI certifications such as the NVIDIA-Certified Professional: Agentic AI (NCP-AAI).
For AI or ML engineer building agents, Software engineer adding LLM agents to products, Solutions architect for generative AITake the 25-minute test →
More free certification categories
- Software & web dev161 tests
- Data & BI120 tests
- Marketing, SEO & AEO75 tests
- UX/UI & design73 tests
- Product & project74 tests
- Security, cloud & DevOps289 tests
- Sales & support41 tests
- HR & people45 tests
- Finance & operations231 tests
- Communication & leadership55 tests
- Languages60 tests
- Healthcare, education & more292 tests
- Test prep & academics66 tests
- Language exam prep29 tests
- Office & productivity44 tests
- Engineering & safety229 tests
- Hospitality & retail39 tests
- Cognitive & pre-employment53 tests
- Personality & career20 tests
- Health & fitness38 tests
- Beauty & cosmetology8 tests
- ERP & CRM software95 tests
- Consulting & strategy26 tests
- Law & policy27 tests
- Frontier science8 tests
- Creative arts & media21 tests
- Hobbies & lifestyle24 tests
- Global business21 tests