Trilhas / AI Engineer

AI Engineer

Torne-se um engenheiro de IA completo, dominando LLMs, RAG, agentes e muito mais

Intermediario 35 topicos ~24h estimadas 10 modulos
Progresso da Trilha 0/35 topicos
1

Introduction

Understanding the AI Engineer role and landscape

1

O que e um AI Engineer?

~30 min 4 itens
2

AI vs AGI

~25 min 4 itens
3

Introducao aos LLMs

~45 min 5 itens
2

Common Terminology

Essential concepts every AI Engineer must know

1

Introducao a Embeddings

~40 min 5 itens
2

Introducao a Vector Databases

~35 min 5 itens
3

Introducao a RAG

~45 min 5 itens
4

Introducao a AI Agents

~40 min 5 itens
5

Introducao a Prompt Engineering

~45 min 5 itens
3

Prompt Engineering

Master the art of crafting effective prompts

1

Escrevendo Prompts Eficazes

~30 min 5 itens
2

OpenAI API

~45 min 5 itens
3

Anthropic Claude

~45 min 5 itens
4

Contagem de Tokens

~25 min 5 itens
4

Pre-trained Models

Working with and customizing foundation models

1

Fine-tuning de Modelos

~60 min 5 itens
2

Modelos Open Source vs Closed Source

~30 min 5 itens
3

Hugging Face

~45 min 5 itens
5

AI Safety

Building responsible and secure AI systems

1

AI Safety e Etica

~45 min 5 itens
2

Prompt Injection Attacks

~40 min 5 itens
3

Bias e Fairness em IA

~50 min 5 itens
6

Embeddings

Understanding and using vector representations

1

O que sao Embeddings

~35 min 5 itens
2

OpenAI Embeddings API

~30 min 5 itens
3

Busca Semantica

~45 min 5 itens
7

Vector Databases

Storing and querying embeddings at scale

1

Vector Databases

~45 min 5 itens
2

Chroma

~40 min 5 itens
3

Pinecone

~45 min 5 itens
4

FAISS

~50 min 5 itens
8

RAG

Retrieval-Augmented Generation for grounded responses

1

O que e RAG (Retrieval-Augmented Generation)

~45 min 5 itens
2

Chunking para RAG

~40 min 5 itens
3

Processo de Retrieval em RAG

~45 min 5 itens
4

LangChain Framework

~60 min 5 itens
9

AI Agents

Building autonomous AI systems

1

AI Agents

~45 min 5 itens
2

ReAct Prompting

~40 min 5 itens
3

Model Context Protocol (MCP)

~50 min 5 itens
10

Multimodal AI

Working with images, audio, and more

1

Multimodal AI

~35 min 5 itens
2

Image Understanding

~35 min 5 itens
3

Speech-to-Text

~30 min 5 itens

Conquistas desta Trilha

First Step

Completed your first AI Engineer topic

Terminology Master

Mastered the common AI terminology

Prompt Wizard

Mastered prompt engineering techniques

Safety Guardian

Learned AI safety and ethics

RAG Architect

Built RAG systems from scratch

Agent Builder

Created autonomous AI agents

AI Engineer Certified

Completed the entire AI Engineer path