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

AI PRODUCT BUILDING

Cost-Aware LLM Routing

Control Mesh spend without sacrificing quality.

Advanced · 3h Free learning module

AI PRODUCT BUILDING

A/B Testing for AI Features

Measure whether AI actually helps users.

Intermediate · 5h Free project track

AI PRODUCT BUILDING

Incident Response for AI APIs

Keep AI features reliable under pressure.

Intermediate · 2h Free open tutorial

DATA FOUNDATIONS

SQL Window Functions for Analytics

Answer product questions with SQL, not guesswork.

Intermediate · 2h Free open tutorial

AI PRODUCT BUILDING

Learner Analytics Dashboard Project

Turn events into product insight.

Intermediate · 5h Free project track

BACKEND DEVELOPMENT

Kubernetes for Application Developers

Ship backends that scale beyond a single VM.

Advanced · 5h Official documentation

AI PRODUCT BUILDING

Deploy an AI API to Production

Ship your AI feature behind a real URL.

Advanced · 8h Free project track

BACKEND DEVELOPMENT

Backend Authentication Patterns

Secure APIs without exposing service keys.

Intermediate · 3h Free learning module

CAREER PATHS

Production AI Product Builder Path

Turn AI ideas into demo-ready products.

Advanced · 43h Free learning path

GENERATIVE AI

Prompt Engineering for Products

Write prompts that survive real users.

Intermediate · 3h Free learning module

AI PRODUCT BUILDING

Docker for App Developers

Containerize apps for consistent deploys.

Intermediate · 4h Free learning module

AI PRODUCT BUILDING

Behavioral Analytics for Learners

Ethical, lightweight behavior signals.

Intermediate · 3h Free learning module

AI PRODUCT BUILDING

Incident Response for AI Features

Operate AI features like real software.

Advanced · 2h Free learning module

GENERATIVE AI

Multimodal Agent Sketch

Prototype a multimodal copilot.

Advanced · 7h Free project track

BACKEND ENGINEERING

API Versioning Project

Ship API changes without breaking clients.

Advanced · 5h Free project track

GENERATIVE AI

Image Generation in Products

Add images without blowing the budget.

Intermediate · 2h Free learning module

AI PRODUCT BUILDING

Observability for LLM Apps

See what your agent did in production.

Intermediate · 3h Free learning module

DATA FOUNDATIONS

Data Storytelling for ML Results

Make ML findings actionable.

Beginner · 2h Free learning module

AI PRODUCT BUILDING

Render Deploy Guide

Ship FastAPI to a public URL.

Beginner · 1h Official documentation

AI PRODUCT BUILDING

Privacy for Behavioral Data

Track behavior ethically.

Intermediate · 2h Free learning module

AI PRODUCT BUILDING

SaaS MVP Launch Checklist

Launch like a product team.

Intermediate · 4h Free project track

AI PRODUCT BUILDING

Onboarding UX for AI Products

First session that feels intentional.

Beginner · 2h Free open tutorial

AI PRODUCT BUILDING

Build an LLM Evaluation Harness

Test agents before users do.

Advanced · 6h Free project track

BACKEND ENGINEERING

PostgreSQL JSONB Patterns

Model flexible product data in Postgres.

Intermediate · 3h Free learning module

BACKEND DEVELOPMENT

MDN HTTP Overview

Build the web fundamentals behind every API.

Beginner · 3h Free official resource

AI PRODUCT BUILDING

Supabase Auth and Database Guide

Use Supabase confidently without skipping security fundamentals.

Intermediate · 4h 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

FastAPI API Foundations

Turn Python skills into a clean, documented API.

Beginner · 5h Free learning module

GENERATIVE AI

Build Your First RAG Application

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

Intermediate · 7h Free project track

AGENTIC AI

Agent Workflows with Tools

Design agents as reliable workflows, not mysterious prompts.

Advanced · 6h Free learning module

GENERATIVE AI

Production RAG Systems

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

Advanced · 9h Free project track

AI PRODUCT BUILDING

Ship an AI Product

Turn an AI idea into a focused, demo-ready product.

Advanced · 10h Free project track