AI materials | for | developers
On this page, you will find:
Intro courses for all roles
Generative AI for Beginners
Learn the fundamentals of building Generative AI applications with our 21-lesson comprehensive course by Microsoft Cloud Advocates.
AWS Generative AI Learning Plan for Developers (More useful for DevOps, Developers, and QA with AWS experience)
This learning plan is designed to introduce generative AI to software developers interested in leveraging large language models without fine-tuning.
GenAI Essentials – Full Course for Beginners
This comprehensive course covers the complete generative AI development lifecycle - from fundamental concepts through practical implementation, including prompt engineering, development tools, deployment, optimization, and advanced topics like RAGs and AI agents.
Prompt Engineering for all roles
Prompt Engineering Guide from LearnPrompting.org
This course is tailored to non-technical readers, who may not have even heard of AI, making it the perfect starting point if you are new to Generative AI and Prompt Engineering.
Prompt Engineering Guide (Promptingguide.ai)
Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics.
Prompt engineering
best practices by OpenAI
You can improve output by giving the model precise instructions, examples, and necessary context information—like private or specialized information not included in the model's training data.
Role-specific courses/material
AI Course Catalog
Explore our comprehensive AI courses designed to help you master artificial intelligence, prompt engineering, and cutting-edge AI tools.
Web LLM attacks
(QA, Dev)
Large Language Models (LLMs) are AI algorithms that can process user inputs and create plausible responses by predicting sequences of words.
DeepLearning.AI
Grow your AI career with foundational specializations and skill-specific short courses taught by leaders in the field.
Newsletters
Get a weekly roundup of trending blogs, industry updates, and practical tutorials on Data Science, MLOps, and ML Algorithms in our Free Data & Machine Learning newsletter.
Generative AI use cases for all roles
AI for secure code review
`ai-secure-code-review` is a repository that integrates Semgrep and Azure OpenAI's GPT models to automate code reviews, enhancing efficiency, scalability, and vulnerability detection.
Article
Comparing Top AI Models for Test Failure Analysis: Which Performs Best?
Using AI on AWS for different goals
Explore the art of the possible in AI across industries and business functions
Certifications
AWS Certified AI Practitioner (DevOps, Developer, SDET, AQA)
Explore our comprehensive AI courses designed to help you master artificial intelligence, prompt engineering, and cutting-edge AI tools.
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