This specialization teaches developers to build next-generation apps powered by generative AI. It covers topics including the OpenAI API, open-source models, AI safety, embeddings, vector databases, AI agents, how to speed up your AI development with LangChain, and much more.
AI Engineering Specialization
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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
Instructors: Per Harald Borgen
11,793 already enrolled
Included with 
Get in-depth knowledge of a subject
4.7
(149 reviews)
Intermediate level
Recommended experience
1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
4.7
(149 reviews)
Intermediate level
Recommended experience
1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
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.
Overview
Skills you'll gain
What’s included
Shareable certificate
Add to your LinkedIn profile
Taught in English
17 practice exercises
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 - 8 course series
What you'll learn
AI Fundamentals
Ethical AI
Prompt engineering
AI Intergrations
Skills you'll gain
Category: Application Programming Interface (API)
Category: OpenAI
Category: Generative AI
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Safety and Security
Category: Artificial Intelligence
Category: ChatGPT
Category: Data Ethics
Category: Computer Programming
Category: Image Analysis
Category: Large Language Modeling
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 Security
Category: Serverless Computing
Category: Application Deployment
Category: Artificial Intelligence
Category: API Gateway
Category: OpenAI
Category: Cloud Hosting
Category: Web Servers
Category: Cloud Applications
Category: Cloud Security
Category: Application Programming Interface (API)
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: Open Source Technology
Category: Artificial Intelligence
Category: Web Applications
Category: Natural Language Processing
Category: Data Ethics
Category: Generative AI
Category: JavaScript Frameworks
Category: Application Frameworks
What you'll learn
Understand and Create Embedding
Utilize Vector Databases
Retrieval-Augmented Generation (RAG)
Skills you'll gain
Category: Data Processing
Category: Artificial Intelligence
Category: Natural Language Processing
Category: Text Mining
Category: Development Environment
Category: Database Management
Category: OpenAI
Category: Generative AI
Category: ChatGPT
Category: Data Storage
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: Artificial Intelligence
Category: OpenAI
Category: Prompt Engineering
Category: Human Computer Interaction
Category: ChatGPT
Category: User Interface and User Experience (UI/UX) Design
Category: Generative AI Agents
Category: User Interface (UI)
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: Generative AI
Category: Artificial Intelligence
Category: Prompt Engineering
Category: OpenAI
Category: Image Analysis
Category: Computer Vision
Category: Large Language Modeling
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: Application Programming Interface (API)
Category: OpenAI
Category: Artificial Intelligence
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Generative AI
Category: Generative AI Agents
Category: Prompt Engineering
Category: Performance Testing
Category: ChatGPT
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: Application Development
Category: Generative AI
Category: Prompt Engineering
Category: Application Performance Management
Category: Databases
Category: Artificial Intelligence
Category: Scalability
Category: Data Storage
Category: Maintainability
Category: User Interface (UI)
Earn a career certificate
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Instructors
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Frequently asked questions
No. The term 'AI Engineer' refers to people who use existing AI models to create new applications. The people who build AI models are known as AI Researchers or Machine Learning Engineers.
You should know basic HTML, CSS, and JavaScript.
No, you can jump around. But we recommend you to follow the order if you are new to AI Engineering.
More questions
Financial aid available,