AWSListed
AWS Training
AWS Generative AI Learning Plan
For: Engineers at AWS-stack companies
Intermediate · ~20-40 hours (modular) · Free
AWS Generative AI Learning PlanvsWeaviate Academy (open-source RAG)
Side-by-side comparison on level, duration, pricing, instructor, tier. Editor verdict on which course wins for which buyer.
AWS
AWS Training
AWS Generative AI Learning Plan
AWS's free learning path for engineers building on Bedrock. Covers the AWS-specific patterns (Bedrock, SageMaker, Knowledge Bases for RAG, Bedrock Agents) plus general LLM/RAG concepts. Free, vendor-locked, useful only if your stack is AWS. The AI Practitioner cert ($100) and ML Engineer Associate ($150) build on this learning plan; pair with our /learn/certifications page for the cert side.
WV
Weaviate Academy
Weaviate Academy (open-source RAG)
Weaviate's structured education portal — more curriculum-organized than Pinecone Learn. The open-source angle matters: where Pinecone Learn assumes hosted vector storage, Weaviate Academy walks through self-hosted patterns end-to-end. Free, well-structured, vendor-leaning toward Weaviate in deployment sections (as expected). The right pick for engineers preferring open-source RAG stacks.
Side-by-side
| Dimension | AWS Generative AI Learning Plan | Weaviate Academy (open-source RAG) |
|---|---|---|
| Provider | AWS Training | Weaviate Academy |
| Editorial tier | Listed | Curated |
| Level | Intermediate | Intermediate |
| Format | self paced | self paced |
| Duration | ~20-40 hours (modular) | Variable (~10-15 hours full series) |
| Pricing | Free | Free |
| Instructor | AWS Training & Certification — AWS | Weaviate team (Sebastian Witalec et al.) — Weaviate DevRel |
| Rating | No public rating | No public rating |
| Topics | llm fundamentals, fine tuning, rag systems | rag systems, llm fundamentals |
| Last verified | 2026-05-24 | 2026-05-24 |
Pros & cons
AWS Generative AI Learning Plan
Pros
- +Free, comprehensive AWS-stack curriculum
- +Direct prep for AWS AI Practitioner + ML Engineer Associate certs
- +AWS Bedrock content is the deepest available for that platform
Cons
- −AWS-locked — patterns don't transfer to GCP / Azure
- −Some labs require small AWS spend ($5-20)
- −Tier 3 because we list rather than personally vet every module
Weaviate Academy (open-source RAG)
Pros
- +More structured curriculum than Pinecone Learn
- +Open-source stack focus — applicable for self-hosted production
- +Free
Cons
- −Weaviate-specific in deployment chapters
- −Less hands-on code-along format than HF or DL.AI
Which course is for whom?
AWS Generative AI Learning Plan
Best for
- · Engineers at AWS-stack companies
- · Anyone preparing for AWS AI certs
Not ideal for
- · Non-AWS teams — wrong vendor focus
Weaviate Academy (open-source RAG)
Best for
- · Engineers building self-hosted RAG (privacy/cost-sensitive)
- · Anyone evaluating Weaviate vs Pinecone
Not ideal for
- · Teams committed to closed-vendor hosted vector storage
Editor's short verdict
These cover different primary topics — AWS Generative AI Learning Plan focuses on llm fundamentals while Weaviate Academy (open-source RAG) focuses on rag systems. Take the one matching your current goal first; the other can come later if your interests expand.
WVCurated
Weaviate Academy
Weaviate Academy (open-source RAG)
For: Engineers building self-hosted RAG (privacy/cost-sensitive)
Intermediate · Variable (~10-15 hours full series) · Free
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