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

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11,920 already enrolled

Get in-depth knowledge of a subject
4.7

(149 reviews)

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
4.7

(149 reviews)

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.

Skills you'll gain

Details to know

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Taught in English

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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

Intro to AI Engineering

Intro to AI Engineering

Course 12 hours

What you'll learn

  • AI Fundamentals

  • Ethical AI

  • Prompt engineering

  • AI Intergrations

Skills you'll gain

Category: Application Programming Interface (API)
Category: Key Management
Category: Responsible AI
Category: Integration Testing
Category: ChatGPT
Category: Generative AI
Category: Artificial Intelligence
Category: Prompt Engineering
Category: Computer Programming
Category: Data Ethics
Category: OpenAI
Category: LLM Application
Category: Multimodal Prompts
Deploy AI Apps with Cloudflare

Deploy AI Apps with Cloudflare

Course 24 hours

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: Web Servers
Category: LLM Application
Category: Application Programming Interface (API)
Category: API Gateway
Category: OpenAI
Category: Cloud API
Category: Cloud Applications
Category: Distributed Computing
Category: Cloud Computing
Open-source AI Models

Open-source AI Models

Course 31 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: Open Source Technology
Category: Large Language Modeling
Category: LLM Application
Category: Responsible AI
Category: Web Applications
Category: Generative AI
Category: Artificial Intelligence
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

Course 43 hours

What you'll learn

  • Understand and Create Embedding

  • Utilize Vector Databases

  • Retrieval-Augmented Generation (RAG)

Skills you'll gain

Category: Data Storage Technologies
Category: Semantic Web
Category: Artificial Intelligence
Category: Database Management
Category: Data Store
Category: Data Storage
Category: Large Language Modeling
Category: Development Environment
Category: Databases
Category: Generative AI
Category: Prompt Engineering
Category: Data Processing
Category: LLM Application
Category: Database Development
Category: Text Mining
Category: Document Management
Category: Natural Language Processing
Category: OpenAI
Learn AI Agents

Learn AI Agents

Course 53 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: Artificial Intelligence
Category: User Interface (UI)
Category: User Interface and User Experience (UI/UX) Design
Category: Agentic systems
Category: LLM Application
Category: User Interface (UI) Design
Category: Prompt Engineering
Category: Generative AI Agents
Category: OpenAI
Category: Tool Calling
Category: Human Computer Interaction
Intro to Dall-E and GPT Vision

Intro to Dall-E and GPT Vision

Course 61 hour

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: Artificial Intelligence
Category: Generative AI
Category: Prompt Engineering
Category: Image Analysis
Category: Multimodal Prompts
Category: Computer Vision
Category: LLM Application
Category: OpenAI
Category: Image Quality
Learn OpenAI's Assistant API

Learn OpenAI's Assistant API

Course 71 hour

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
Category: Artificial Intelligence
Category: Application Programming Interface (API)
Category: Performance Testing
Category: Prompt Engineering
Category: Generative AI Agents
Category: Application Development
Category: LLM Application
Build AI Apps with LangChain.js

Build AI Apps with LangChain.js

Course 82 hours

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: Database Application
Category: Performance Tuning
Category: Application Performance Management
Category: Maintainability
Category: Prompt Engineering Tools
Category: User Interface (UI)
Category: Generative AI Agents
Category: Data Storage
Category: Application Deployment
Category: Databases
Category: LLM Application
Category: LangChain
Category: Prompt Engineering
Category: Database Development
Category: Scalability

Earn a career certificate

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Instructors

Per Harald Borgen
Scrimba
17 Courses52,035 learners
Tom Chant
Scrimba
10 Courses43,631 learners
Bob Ziroll
Scrimba
14 Courses42,454 learners

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Scrimba

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