Become an AI Generalist.
Most people learning AI collect tutorials. You'll collect a portfolio. Sixteen production-grade projects across generative AI, agents, deep learning, and NLP — built end to end, on your own schedule.
This is the range that companies are short on: someone who can fine-tune a model, stand up an agent, train a network, and ship the result. You finish with proof, not certificates of attendance.
- 16 production-grade projects
- 4 disciplines, beginner to advanced
- Lifetime access, fully self-paced
- Verifiable certificate of completion
Included at no extra cost for Alpha Intelligence Elite members.
Built to be shown, not just studied.
A finished course should leave evidence behind. This one leaves sixteen things that run.
A portfolio that proves it
Sixteen finished, demo-ready projects you can put in front of a hiring manager or a client — not toy notebooks that stall at the first real input.
The full modern stack
LLMs, fine-tuning, agents, RAG, vector databases, and deep learning — the tools teams are actually hiring for, used the way they're actually used.
Range across four disciplines
Generative AI, agents, deep learning, and NLP. A generalist who can move between them is rare, and rarity is leverage.
Ship without permission
Every project ends in something that works. You learn to take an idea from prompt to deployed application without waiting on anyone.
Sixteen projects. Four tracks. One generalist.
Each track is four projects, sequenced from approachable to advanced. You don't study concepts in isolation — you build something real in each one, and the difficulty compounds as your portfolio grows.
Generative AI
Create with text, image, and multimodal models.
Generate content — text, images, and other media — with modern LLMs and GANs. You move from prompting to fine-tuning models of your own.
Review Summary & Sentiment Image Generator
Summarize user reviews and generate an emoji-style image that reflects the overall sentiment — happy, neutral, or sad.
Personalized Resume & Cover Letter Generator
A web app that produces job-specific resumes and cover letters from user inputs using a fine-tuned LLM.
Marketing Copy Generator with Style Selector
A tool that writes ad copy, social captions, and product descriptions in a chosen tone — witty, formal, or persuasive.
Fine-Tuned LLM for Domain-Specific Content
Train or fine-tune a small LLM (Mistral, LLaMA) to produce marketing content, legal contracts, or technical documentation.
AI Agents
Reason, plan, and act with tools and memory.
Build LLM-based agents that reason, plan, and take action using external tools and long-term memory.
Autonomous Research Assistant
An agent that takes a research question and independently searches the web, reads documents, and summarizes its findings.
Multi-Agent Task Delegation System
A system where several agents collaborate to plan and execute tasks — book a trip, write blog posts, or analyze competitors.
AI Coding Assistant with Memory
An agent that understands and edits code, answers developer questions, and keeps long-term memory of the project.
Customer Support Agent Simulator
An AI agent that behaves like a human support rep using custom tools, documents, and conversation memory.
Deep Learning
Neural networks, CNNs, RNNs, and transformers.
Work with the neural architectures at the core of modern AI — CNNs, RNNs, encoder-decoders, and transformers.
Image Captioning with CNN + LSTM
A model that generates natural-language descriptions of images.
Human Activity Recognition
A classifier that detects human activity — walking, running, sitting — from wearable time-series sensor data.
Chest X-Ray Disease Detection
A deep learning classifier that detects pneumonia and other conditions from chest X-ray images.
Neural Style Transfer Web App
An app that applies the artistic style of one image to another using neural style transfer.
Natural Language Processing
Language understanding for real applications.
Develop the language-understanding skills behind search, classification, translation, and question answering.
Legal Document Summarizer with RAG
An NLP tool that summarizes long legal texts using retrieval-augmented generation.
News Article Topic Classifier
A model that sorts news articles into categories — politics, sports, business, and more.
Multi-Language Chat Translation Bot
A real-time chat translator combining APIs with transformer models.
Question Answering for Custom Documents
An app that answers questions from uploaded PDFs or a private knowledge base.
Buy the program. Or become a member and get it free.
The AI Generalist program is a serious, one-time investment. It's also the flagship benefit of an Alpha Intelligence Elite membership — which is why most builders start there.
The complete program, on its own.
- All 16 projects across 4 tracks
- Lifetime, self-paced access
- Verifiable certificate of completion
- Every future update to the program
Everything above, included — plus standing.
- $1,800 The full AI Generalist program — included
- Frontier research briefings as they land
- Model teardowns and applied breakdowns
- The private member community
- Renews yearly · cancel anytime
Most builders start with Elite. Same program, a fraction of the price, and you keep learning long after the last project ships.
The work holds up in the room.
I'd done a dozen tutorials and still couldn't ship anything. This was the first time the projects added up to a portfolio I was proud to send out. Two interviews referenced it directly.
The agents track alone was worth it. I rebuilt a chunk of our internal support tooling from what I learned in the multi-agent project. Paid for itself in a weekend.
Clear, serious, and genuinely end to end. The fine-tuning and RAG projects finally made the concepts click instead of staying abstract. The pacing respects your time.
Questions, answered plainly.
Still deciding? The membership path is the one most people pick — and the reason is in the second answer.
Is this really self-paced?
I'm an Alpha Intelligence Elite member. Do I pay $1,800?
What's the difference between buying the course and joining Elite?
Do I need prior experience?
What will I need to build the projects?
Do I get a certificate?
Sixteen projects from now, you're a different candidate.
Enroll in the program outright, or join Alpha Intelligence Elite and get it included — along with everything we publish next.