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Semantic search · Qdrant

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All paths AI Engineer Backend Developer Generative AI Builder Data/ML Foundations Production AI Product Builder

GENERATIVE AI

Prompt Engineering for Production Systems

Practical patterns for writing reliable prompts in production LLM apps — structured prompting, few-shot examples, and output validation to avoid hallucinated responses.

Intermediate · 3h Free resource

GENERATIVE AI

Prompt Chaining Patterns

Chain prompts without losing grounding.

Intermediate · 3h Free learning module

AGENTIC AI

Agent Memory Patterns

Design memory that respects privacy and grounding.

Advanced · 3h Free learning module

AGENTIC AI

Build a RAG Evaluation Set

Catch retrieval regressions before judges do.

Intermediate · 4h Free project track

GENERATIVE AI

Multimodal Embeddings Introduction

Extend RAG beyond plain text documents.

Advanced · 3h Free open tutorial

GENERATIVE AI

Prompt Engineering for Products

Write prompts that survive real users.

Intermediate · 3h Free learning module

GENERATIVE AI

LangChain RAG Tutorial

Open walkthrough of RAG building blocks.

Intermediate · 6h Free open tutorial

CAREER PATHS

Generative AI Builder Path

Build generative features with grounding.

Intermediate · 36h Free learning path

GENERATIVE AI

OpenAI Embeddings Guide

Understand embedding use cases and limits.

Beginner · 2h Free official resource

GENERATIVE AI

Vector Database Patterns

Design vector indexes that match product needs.

Intermediate · 4h Free learning module

AGENTIC AI

LangChain Expression Language

Compose LLM chains with a declarative API.

Intermediate · 2h Official documentation

AGENTIC AI

Tool Use and Function Calling

Wire tools into LLM calls safely.

Intermediate · 3h Free learning module

GENERATIVE AI

Multimodal Agent Sketch

Prototype a multimodal copilot.

Advanced · 7h Free project track

GENERATIVE AI

Structured Outputs with LLMs

Get parseable model output every time.

Intermediate · 3h Free learning module

GENERATIVE AI

Image Generation in Products

Add images without blowing the budget.

Intermediate · 2h Free learning module

GENERATIVE AI

Generative AI with LLMs (overview)

Short course path for Gen AI basics.

Beginner · 8h External · free tier

GENERATIVE AI

Fine-Tuning vs RAG

Pick the right customization lever.

Intermediate · 2h Free learning module

AGENTIC AI

LangGraph Quickstart

Orchestrate agents as explicit graphs.

Intermediate · 2h Official documentation

GENERATIVE AI

Qdrant Vector Search Guide

Learn vector search from the vector database maintainers.

Intermediate · 5h Free official resource

AGENTIC AI

Build a Course Recommendation Agent

Build the same kind of grounded behavioral agent that powers SkillOrbit.

Advanced · 12h Free capstone project

BACKEND DEVELOPMENT

Python Foundations for Builders

Build the Python fluency you need before moving into APIs and AI applications.

Beginner · 4h Free learning module

GENERATIVE AI

Production RAG Systems

Move from a RAG demo to a system you can trust.

Advanced · 9h Free project track

GENERATIVE AI

Build Your First RAG Application

Build a small grounded AI application instead of a generic chatbot.

Intermediate · 7h Free project track

GENERATIVE AI

Embeddings and Semantic Search

Understand the retrieval layer behind modern AI search.

Intermediate · 4h Free learning module

AGENTIC AI

Agent Workflows with Tools

Design agents as reliable workflows, not mysterious prompts.

Advanced · 6h Free learning module

GENERATIVE AI

Hugging Face LLM Course

A structured open course for understanding language models.

Intermediate · 15h Free open course