Scrimba

AI Engineering Specialization

Scrimba

AI Engineering Specialization

Reach a professional level as an AI Engineer. Learn to build next-gen apps with generative AI—essential for devs, startups, agencies & enterprises

Per Harald Borgen
Tom Chant
Bob Ziroll

Instructors: Per Harald Borgen

Access provided by Sandoz

14,739 already enrolled

Get in-depth knowledge of a subject

from 181 reviews of courses in this program

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject

from 181 reviews of courses in this program

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Become familiar with the basics of AI Engineering–building apps which harness the power of AI.

  • Create text embeddings and work with vector databases.

  • Build AI agents that utilise tools and interact with APIs.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

October 2025

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Scrimba

Specialization - 9 course series

Intro to AI Engineering

Intro to AI Engineering

Course 1 3 hours

What you'll learn

  • AI Fundamentals

  • Ethical AI

  • Prompt engineering

  • AI Intergrations

Skills you'll gain

Category: Artificial Intelligence
Category: Responsible AI
Category: Application Programming Interface (API)
Category: ChatGPT
Category: OpenAI API
Category: Generative AI
Category: Key Management
Category: AI Security
Category: Data Ethics
Category: Computer Programming
Category: Prompt Engineering

What you'll learn

  • Integrate OpenAI with Cloudflare Workers, manage APIs, and handle errors

  • Deploy apps on Cloudflare Pages, configure domains, and handle CORS

Skills you'll gain

Category: Application Deployment
Category: Debugging
Category: OpenAI API
Category: Distributed Computing
Category: Application Performance Management
Category: LLM Application
Category: Cloud Security
Category: Application Programming Interface (API)
Category: Model Deployment
Category: AI Enablement
Category: Cloud Applications
Category: API Gateway
Category: Cloud Deployment
Category: Web Servers
Open-source AI Models

Open-source AI Models

Course 3 1 hour

What you'll learn

  • Grasp Open-source vs Closed-source Paradigms

  • Understand HuggingFace.js for Practical AI Implementation

  • Navigate and Utilize AI Resources

Skills you'll gain

Category: Hugging Face
Category: Open Source Technology
Category: Model Deployment
Category: Large Language Modeling
Category: Responsible AI
Category: Artificial Intelligence
Category: Web Applications

What you'll learn

  • Understand and Create Embedding

  • Utilize Vector Databases

  • Retrieval-Augmented Generation (RAG)

Skills you'll gain

Category: Embeddings
Category: Vector Databases
Category: Text Mining
Category: Semantic Web
Category: Retrieval-Augmented Generation
Category: Development Environment
Category: Artificial Intelligence
Category: Large Language Modeling
Category: Prompt Engineering
Category: Databases
Category: OpenAI
Learn AI Agents

Learn AI Agents

Course 5 3 hours

What you'll learn

  • Construct ReAct prompts that enable AI agents to engage in dynamic, context-aware dialogues with users.

  • Implement loop mechanisms to ensure continuous processing and responsiveness of AI agents to ongoing interactions.

  • Develop and integrate action functions that dictate AI agent behaviors in a variety of interaction scenarios.

Skills you'll gain

Category: Prompt Engineering
Category: User Interface and User Experience (UI/UX) Design
Category: Agentic systems
Category: Tool Calling
Category: OpenAI
Category: Generative AI Agents
Category: Artificial Intelligence
Category: Human Computer Interaction

What you'll learn

  • Connect AI models to tools and data using Model Context Protocol.

  • Set up and run an MCP server with defined tools and resources.

  • Build MCP clients that communicate with the server.

Skills you'll gain

Category: Model Context Protocol
Category: Debugging
Category: Generative AI
Category: Data Access
Category: Server Side
Category: AI Workflows
Category: Servers
Category: Real Time Data
Category: Middleware
Category: Artificial Intelligence
Category: Anthropic Claude
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Tool Calling
Category: AI Security

What you'll learn

  • Enrich your apps with AI

  • Generate and manipulate high-quality images with Open AI's Dall-e text-to-image model

Skills you'll gain

Category: Multimodal Prompts
Category: Prompt Engineering
Category: Generative AI
Category: OpenAI API
Category: Artificial Intelligence
Category: OpenAI
Category: Vision Transformer (ViT)
Category: Computer Vision
Category: ChatGPT
Category: Image Analysis

What you'll learn

  • Understand the OpenAI's Assistants API Framework

  • Using Tools like Knowledge Retrieval and Code Interpreter

  • Integrate AI Assistants into Real-World Applications

Skills you'll gain

Category: OpenAI API
Category: Application Programming Interface (API)
Category: Prompt Engineering
Category: ChatGPT
Category: Performance Testing
Category: AI Workflows
Category: Application Development
Category: LLM Application
Category: Artificial Intelligence
Category: Context Management
Category: Test Case

What you'll learn

  • Understand the LangChain library for AI Application Development

  • Implement Advanced Text Processing

  • Design and Complete an AI App Project

Skills you'll gain

Category: Vector Databases
Category: LangChain
Category: Maintainability
Category: Scalability
Category: Data Preprocessing
Category: User Interface (UI)
Category: Embeddings
Category: LLM Application
Category: AI Workflows
Category: Databases
Category: Prompt Engineering
Category: Performance Tuning

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Per Harald Borgen
Scrimba
17 Courses 58,686 learners
Tom Chant
Scrimba
11 Courses 313,832 learners
Bob Ziroll
Scrimba
14 Courses 49,395 learners

Offered by

Scrimba

Why people choose Coursera for their career

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."