DeVenture Academy — project-based courses for builders

DeVenture Academy is a project-based learning platform for AI engineering, operated by DeVenture Inc. (Irvine, California). 30 courses across career and builder tracks; 969 lessons, each paired with a hands-on lab you run on your own machine with real tools. Read a focused lesson, build a working system, keep what you ship.

Create a free account — the opening phases of 24 of 30 courses are free, no credit card. Or see Pro pricing.

How it works

• Read a focused lesson. Text, not video. Each lesson opens with a real problem, walks through the code, and keeps things skimmable and searchable so you can come back to them.
• Run the paired lab on your own machine. Every lesson has a hands-on lab with real tools and an automated check. You build the thing, not watch someone else build it. Labs run on a normal laptop or in the browser — no GPU required.
• Ship a working system you own. Longer courses end in portfolio projects with real evaluation reports — an artifact you can show, explain, and defend in an interview.

Career track courses

• ML & AI Engineering — From Python basics to production ML and AI systems
• Agentic AI Engineering — Design, build, evaluate, and deploy production-grade AI agents
• AI Security & Red Teaming — Secure, red-team, and defend production AI systems
• Forward Deployed AI Engineering — Embed inside enterprise clients, scope ambiguous problems, ship production AI on their infrastructure
• Voice & Conversational AI Engineering — Build, deploy, and optimize production-grade real-time voice AI agents
• Generative Media Engineering — Build, orchestrate, and deploy production-grade generative media pipelines
• AI Product Management — Ship AI features people actually trust — from opportunity to launch
• Testing AI-Written Code — Verify, test, and ship code from AI coding assistants with confidence
• Responsible AI Engineering — Build a deployable AI audit toolkit — bias detection, explainability, privacy, and governance in one pipeline
• Math for AI & ML — The math behind every ML algorithm — built in code, not on paper
• Core ML: Algorithms from Scratch — Build every classic ML algorithm by hand — then verify against scikit-learn
• Deep Learning from Scratch — Build your own mini PyTorch — autograd, layers, and training loops from the ground up
• Transformers & LLMs from Scratch — Pre-train a real 124M parameter GPT — tokenizer, data pipeline, training, and evaluation
• Computer Vision Engineering — From convolutions to ViTs — build models that see
• NLP & Speech Processing — From word embeddings to voice AI — build models that understand language
• Generative AI Fundamentals — From GANs to diffusion to flow matching — build and customize generative AI systems
• Reinforcement Learning — From bandits to RLHF — build agents that learn by doing
• Multimodal AI Systems — From CLIP to GPT-4V — build models that see, hear, and read
• Programming & CS Foundations — How to think like a programmer — from zero, before any AI or math content
• Engineering Practices & Tooling — The Missing Semester for AI Engineers — git, the command line, APIs, and the practical craft real jobs assume you already know
• Quantitative Foundations — Algebra, functions, and the math comfort you need before Math for AI & ML — not the math itself
• Data Analysis & Visualization — pandas, NumPy, and the daily skill of turning real (messy) data into an answer — not ML theory

Builder track courses

• Prompt Engineering Mastery — Get dramatically better results from any AI — for work, your side hustle, and everyday life
• Vibe Coding — Build real apps with AI — describe, review, debug, and ship without writing code from scratch
• Build Your First AI Agent from Scratch — A weekend build: a terminal agent that plans, calls tools, and remembers — no frameworks
• Build Your Own MCP Server — Give Claude access to your own data and tools — no framework required
• Build an Autonomous Coding Agent — Your own Claude Code — plan, edit, test, and commit, built from scratch
• Build a Multi-Agent Research Team — 5 specialist agents, 3 running in parallel, one cited report
• Master Claude Code for Production Shipping — CLAUDE.md, hooks, subagents, and CI — configured on your own real repo
• Security Review for Vibe Coders — The 5 real checks — and the exact prompts — that stop a vibe-coded app from becoming the next breach headline

Pricing

Pro can start with a 3-day free trial. The trial requires a card and bills automatically when it ends unless you cancel first — $29 (monthly) or $279 (annual). The free tier, by contrast, needs no card and never expires. 14-day money-back guarantee on your first Pro payment. Cancel anytime.

• Free opening phases in 24 of 30 courses — full lessons and labs, no credit card
• The first lesson of every phase, in every course
• Tools directory & glossary
• One rotating Defend Your Work scenario
• Sample lessons previewable without signing up

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