AI Engineering Courses and Certifications

Aalto University Career Certificate

Foundations and Modern Practices of Data and AI Engineering

The Foundations and Modern Practices of Data and AI Engineering program equips participants with the essential knowledge and hands-on skills needed to design and maintain scalable, high-performance da

• Aalto University Executive Education
• 15 hours
• Self-Paced
• Paid Course

Science, Engineering, AI & Data Ethics | 科学技術・AI倫理

Learn about Science, Engineering, Artificial Intelligence (AI) and Data Ethics to improve human well-being. 人が「よく生きる（well-being）」ために必要となる、科学技術、人工知能（AI）、およびデータ倫理について学びます。

• edX
• 7 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Data Centre Engineering for AI

Master the physical and logical infrastructure required for high-density AI compute clusters. This course equips engineers and infrastructure leads to optimize thermal management, design high-availabi

• edX
• 2 weeks, 5-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Effective Prompt Engineering with Chat AI

Learn practical prompt engineering techniques for working with AI chat tools. Practice writing clear instructions, controlling outputs, and refining responses for specific goals.

• edX
• 2 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

This course is designed for cybersecurity professionals, security engineers, AI engineers, application security practitioners, and developers responsible for designing, securing, or integrating AI-ena

• INE
• 5 hours
• Self-Paced
• Paid Course

Prompt Engineering for Generative AI

This course offers a practical and in-depth introduction to Prompt Engineering — a crucial skill for interacting effectively with generative AI tools like ChatGPT. Over two focused modules, learners w

• SWAYAM Plus
• 5 hours
• Self-Paced
• Free Certificate

Prompt Engineering Bootcamp (Working With AI & LLMs): Zero to Mastery

Stop memorizing random prompts. Instead, learn how Large Language Models (LLMs) actually work and how to use them effectively. This course will take you from beginner to mastering LLMs and creating your own AI tools.

• Zero To Mastery
• 32 hours
• Self-Paced
• Paid Course

AI Engineering: Build, Train, Fine-Tune and Deploy Models with AWS SageMaker

Learn to build end-to-end AI applications using AWS SageMaker & Hugging Face: prepare your own datasets, train and modify your own models, then deploy and scale your AI applications into the real world.

• Zero To Mastery
• 19 hours
• Self-Paced
• Paid Course

Career Certificate

Generative AI for Data Engineering

Apply generative AI to data engineering: compare generative and discriminative AI, practice zero-shot and few-shot prompting with Watsonx Prompt Lab, and enhance ETL workflows and querying.

• edX
• 10 weeks, 1-5 hours a week
• Self-Paced
• $132.00
• 3 courses

Data Engineering with Python and AI/LLMs - Data Loading Tutorial

Build data-loading pipelines from REST APIs and SQL sources, normalize and validate data, load it into analytical systems, and orchestrate deployments with dlt.

• freeCodeCamp
• 3 hours 49 minutes
• Self-Paced
• Free Video

AI Engineering: Retrieval Augmented Generation (RAG) for LLMs

Build RAG systems with the OpenAI API: index unstructured PDFs and Excel, add multimodal and agentic retrieval plus LightRAG knowledge graphs, and evaluate with RAGAS.

• Zero To Mastery
• 20 hours
• Self-Paced
• Paid Course

Prepare for AI engineering

Get oriented for building AI solutions on Azure: define AI terms, weigh responsible AI considerations, and survey Azure Machine Learning, Cognitive Services, Bot Service, and Cognitive Search.

• Microsoft Learn
• 31 minutes
• Self-Paced
• Free Online Course

LlamaIndex Develop LLM Powered Apps [UPDATE - 2026]

5743 ratings at Udemy

[UPDATE - 2026]) Learn LlamaIndex by building FAST a real world generative ai LLM powered application LLM (Python)

• Udemy
• 6 hours 22 minutes
• Self-Paced
• Paid Course

LangChain and LangGraph Crash Course

5589 ratings at Udemy

Fast track to building OpenAI LLM powered Apps using Python

• Udemy
• 1 hour 37 minutes
• Self-Paced
• Paid Course

LangChain Mastery: Build GenAI Apps with LangChain &Pinecone

4987 ratings at Udemy

Step-by-Step Approach to LangChain and Pinecone for GenAI with LLMs. Develop Real-World LLM-Powered Apps with Python

• Udemy
• 10 hours 44 minutes
• Self-Paced
• Paid Course