Scrimba
AI Engineering Specialization
Scrimba

AI Engineering Specialization

Reach a professional level as an AI Engineer. Learn how to build next-generation apps powered by generative AI—an essential skill for startups, agencies, and large corporations in the wake of the pivotal AI shift.

Per Harald Borgen
Tom Chant
Bob Ziroll

Instructors: Per Harald Borgen

Access provided by Koç University

12,644 already enrolled

Get in-depth knowledge of a subject
4.7

(158 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

(158 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

  • Understand AI development and deployment, including leveraging open-source models and integrating advanced APIs like OpenAI’s Assistant.

  • Create and manage AI-powered applications, utilizing tools like LangChain.js, and implementing embeddings with vector databases.

  • Explore the creative and functional possibilities of AI, from building AI agents to working with DALL-E and GPT Visionn

Skills you'll gain

Details to know

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Taught in English

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  • Learn in-demand skills from university and industry experts
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Specialization - 7 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: Generative AI
Category: ChatGPT
Category: LLM Application
Category: Key Management
Category: Multimodal Prompts
Category: OpenAI
Category: Integration Testing
Category: Data Ethics
Category: Artificial Intelligence
Category: Prompt Engineering
Category: Computer Programming
Category: Responsible AI
Open-source AI Models

Open-source AI Models

Course 21 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: Artificial Intelligence
Category: Generative AI
Category: Web Applications
Category: Responsible AI
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

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

Course 33 hours

What you'll learn

  • Understand and Create Embedding

  • Utilize Vector Databases

  • Retrieval-Augmented Generation (RAG)

Skills you'll gain

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

Learn AI Agents

Course 43 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) Design
Category: LLM Application
Category: User Interface (UI)
Category: Generative AI Agents
Category: Human Computer Interaction
Category: OpenAI
Category: User Interface and User Experience (UI/UX) Design
Category: Prompt Engineering
Category: Agentic systems
Category: Tool Calling
Learn OpenAI's Assistant API

Learn OpenAI's Assistant API

Course 51 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: Application Programming Interface (API)
Category: Artificial Intelligence
Category: Application Development
Category: Generative AI Agents
Category: LLM Application
Category: OpenAI
Category: Performance Testing
Category: Prompt Engineering
Build AI Apps with LangChain.js

Build AI Apps with LangChain.js

Course 62 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: LangChain
Category: Maintainability
Category: Application Performance Management
Category: User Interface (UI)
Category: Scalability
Category: Prompt Engineering Tools
Category: Database Development
Category: Generative AI Agents
Category: Databases
Category: LLM Application
Category: Database Application
Category: Prompt Engineering
Category: Performance Tuning
Category: Data Storage
Category: Application Deployment
Intro to Dall-E and GPT Vision

Intro to Dall-E and GPT Vision

Course 71 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: Multimodal Prompts
Category: Prompt Engineering
Category: Generative AI
Category: OpenAI
Category: Artificial Intelligence
Category: Image Analysis
Category: LLM Application
Category: Image Quality
Category: Computer Vision

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Instructors

Per Harald Borgen
Scrimba
17 Courses54,025 learners
Tom Chant
Scrimba
11 Courses101,603 learners
Bob Ziroll
Scrimba
14 Courses44,039 learners

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