AI Engineering Courses and Certifications

Scrimba

The Rise of AI Engineering - Making an Industry with Swyx

Explore the emergence of AI engineering with Swyx, covering industry trends, AI vs ML engineering, demand-supply dynamics, and successful AI products. Gain insights into this evolving field and its impact.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

AI Engineer

AI Engineering with the Google Gemini 2.5 Model Family

Master hands-on AI engineering with Google's Gemini 2.5 Pro, exploring agentic tooling and MCP servers through practical workshop techniques led by a Google DeepMind expert.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

BIMSA

How AI Engineering Addresses Sensemaking, Reasoning, and Explainability

Explore how AI engineering tackles sensemaking, reasoning, and explainability challenges in this 48-minute expert presentation by Mark Jeffrey Stefik.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Yacine Mahdid

How to Start Learning AI Engineering Effectively as a Software Developer

Discover effective learning paths for AI engineering as a software developer, with recommended tools, projects, and resources to build your skills without analysis paralysis.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

LeadDev

Becoming an AI Engineering Company

Discover how to transform your business into an AI engineering company through the new paradigm, optimization cycles, and building powerful applications with existing components.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Tejas Kumar

What is AI Engineering? What Do AI Engineers Even Do?

Explore AI engineering fundamentals, tackling hallucinations, real-time knowledge, and context engineering while building production-ready AI systems and multi-agent workflows.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video

Coursera

Analyze Logs: Fix LLM Hallucinations

Discover how to systematically debug production LLM hallucinations using data-driven log analysis, root cause identification, and actionable engineering solutions.

• Coursera
• 3 hours 37 minutes
• Self-Paced
• Paid Course

Michigan Engineering Applied Generative AI Specialization

1098 ratings at Simplilearn

Master advanced generative AI through hands-on learning with agentic frameworks, prompt engineering, LLM development, and real-world applications in this comprehensive Michigan specialization.

• Simplilearn
• 16 weeks
• Self-Paced
• Paid Course

Credential

IBM Generative AI Engineering

99302 ratings at Coursera

Master generative AI engineering through hands-on projects using Python, transformers, and LLMs. Build real-world applications with BERT, GPT, and LangChain while learning essential skills in NLP, machine learning, and deep learning.

• Coursera
• 24 weeks, 6 hours/week
• Self-Paced
• Paid Course
• 16 courses

Scrimba

Intro to AI Engineering

135 ratings at Coursera

Gain hands-on AI skills, from model crafting to ethical considerations. Master advanced techniques like "Few Shot" and DALL·E 3 API integration, preparing for innovative problem-solving in AI.

• Coursera
• 2 hours 47 minutes
• Self-Paced
• Paid Course

Michigan Engineering Generative AI Applications for Leaders

539 ratings at Simplilearn

Master GenAI leadership with frameworks, automation strategies, and real-world applications across sales, marketing, customer service, and product development for business transformation.

• Simplilearn
• 12 weeks
• Self-Paced
• Paid Course

Learn MCP (Model Context Protocol)

Master MCP to connect AI models to external data sources, enhance capabilities with OpenAI integration, and work with real servers like Deepwiki and Stripe for AI Engineering success.

• Zero To Mastery
• 1 hour
• Self-Paced
• Paid Course

Introduction to Fine-Tuning LLMs

Master fine-tuning GPT models with hands-on training. Customize LLMs for finance, law, tech using OpenAI's API. Learn dataset preparation, training processes, and prompt engineering techniques.

• Zero To Mastery
• 1 hour
• Self-Paced
• Paid Course

The Complete Prompt Engineering for AI Bootcamp (2026)

137959 ratings at Udemy

Learn practical coding skills for working professionally with AI, including GPT-5, Veo3 & Midjourney

• Udemy
• 22 hours 55 minutes
• Self-Paced
• Paid Course

Michigan Engineering Professional Certificate in AI and Machine Learning

336 ratings at Simplilearn

Master AI and machine learning fundamentals through hands-on projects, covering deep learning, generative AI, and automation to advance your career in 6 months.

• Simplilearn
• 6 months
• Self-Paced
• Paid Course