AI Engineer Roadmap
Step by step guide to becoming an Android developer.
Ask AI about AI Engineer Roadmap
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1 Introduction & Foundations
What is an AI Engineer?
Common Terminology
2 Using Models & APIs
Popular AI Models
AI Platforms
OpenAI API
Managing Tokens
3 Prompt Engineering & AI Safety
Prompt Engineering:
Writing Prompts
OpenAI Playground
AI Safety and Ethics:
Safety Issues
Safeguards
4 Open Source AI & Local Models
Open vs Closed
Hugging Face Hub
Ollama
5 Embeddings & Vector Databases
Embeddings:
What are Embeddings?
Use Cases
Embedding Models
Vector Databases:
Popular Vector DBs
Vector Search
6 Retrieval-Augmented Generation (RAG)
RAG vs Fine-tuning
Implementing RAG
Frameworks for RAG
7 Building AI Agents
Agent Use Cases
Implementing Agents
8 Multimodal AI
Multimodal Tasks
APIs & Tools
9 Development Tools & Learning
Development Tools
Continuous Learning