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Free learning does not always include a certificate or cloud usage. Durations describe the listed resource; exam length is not preparation time. Level and role matches are editorial guidance. How we verify
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Study machine learning concepts through explanations and practical exercises.
Free learning material. Check prerequisites before starting.
View official resourceLast verified:Build agents and explore an agentic RAG use case. Basic Python and LLM knowledge are prerequisites.
Course and certification process are free. Hosted services you choose to use may have separate limits.
View official resourceLast verified:Learn about security validation, threat modeling and automated security analysis in delivery pipelines.
Learning content is free to read; Azure services may incur separate charges.
View official resourceLast verified:Browse AWS training and certification paths for AI and machine learning.
Resource hub: check each course, subscription and exam separately.
View official resourceLast verified:Explore role-related DevOps and reliability training resources.
Current access, certificate details and duration need provider confirmation.
View official resourceVerification pending — check details with the provider.Learn the basics of deploying, scaling and updating containerized applications.
Free documentation. Your chosen cluster or cloud environment may have costs.
View official resourceLast verified:Certification covering operational machine learning workloads on AWS.
Paid exam. Check the official page for current exam versions, fees and eligibility.
View official certificationLast verified:Certification for designing and operating machine learning solutions on Google Cloud.
Paid exam; confirm the registration fee and applicable taxes with the provider.
View official certificationLast verified:Browse individual AI courses and check their syllabus for retrieval and agent topics.
Cost, certificates and completion time vary by course. Current terms need confirmation.
View official resourceVerification pending — check details with the provider.Explore self-paced training, instructor-led options and certification preparation for data engineering.
Learning and certification are separate; check individual training and exam costs.
View official resourceLast verified:Learn transformers, tokenizers, datasets and model fine-tuning.
Course content is free. Hosted notebooks, models or compute may have separate limits.
View official resourceLast verified:Apply deep learning to practical tasks and build deployable models.
Free videos and online book. Check notebook-provider quotas before running larger experiments.
View official resourceLast verified:Create and run a workflow using GitHub Actions.
Free public exercise. Use a public practice repository as recommended; private repositories consume Actions minutes.
View official resourceLast verified:Work through container fundamentals and a guided application workshop.
Tutorial content is free. Docker Desktop licensing and hosted services have separate terms.
View official resourceLast verified:Study web security with guided learning material and interactive labs.
Learning material and Academy labs are free; an account enables progress tracking. Use the provided lab targets.
View official resourceLast verified:Enable code scanning and inspect findings using CodeQL.
Public training exercise. Private-repository security features and Actions usage have separate plan terms.
View official resourceLast verified:Build data pipelines through ingestion, orchestration, warehousing and processing.
Videos and materials are free. Cloud resources may cost money; follow the course's setup and cleanup guidance.
View official resourceLast verified:Build a knowledge-base assistant with retrieval, evaluation and monitoring.
Course materials are free. Model APIs, hosted compute and optional community services may cost extra.
View official resourceLast verified:Learn SQL queries, filtering, joins, subqueries and data modification.
Learning content is free to read. Hosted database services are separate.
View official resourceLast verified:Practise relational concepts, SQL and PostgreSQL features.
Free documentation; use a local PostgreSQL installation to avoid hosted-service costs.
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