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Build real projects with AI — from income-generating sites to production enterprise systems.
Build production AI systems — data pipelines, vector DBs, RAG, gateways. Free during early access.
Every course includes a shareable portfolio
Walk away with a public URL showing your module walkthrough, production patterns mastered, all the code you wrote, and completion status.
Build a production-grade AI sales intelligence tool — ingest CRM data, product docs, and call transcripts into a vector DB, then deploy a RAG-powered companion that prepares reps for every call.
"What should I know before my call with Acme Corp?"
What you'll build
Learn enterprise fine-tuning by building a complete pipeline — curate training data, prepare JSONL datasets, execute fine-tuning jobs, evaluate with automated metrics, and deploy with A/B testing.
"My fine-tuned model scores 23% higher on sales briefings with zero hallucinations"
What you'll build
Build AI agents that take action — CRM lookups, email drafts, calendar bookings, Slack posts — with LangGraph orchestration, MCP server, guardrails, and human-in-the-loop approval.
"Prepare for my call with Acme Corp, update the CRM, and draft a follow-up email to their VP"
What you'll build
Build an AI assistant that answers employee questions about policies, benefits, and procedures — sourced from real HR documents with privacy guardrails.
"What's our parental leave policy for employees in California?"
What you'll build
Build a tool that monitors competitors, analyzes trends, and drafts content — powered by real-time web data and brand guidelines.
"Summarize competitor positioning changes this quarter"
What you'll build
Build a tool that analyzes SEC filings, earnings transcripts, and market data to answer financial research questions with source citations.
"Compare Q3 margins across our top 5 competitors"
What you'll build
Build a quantum annealing pipeline for combinatorial optimization — feature selection or graph partitioning — with simulated and optional D-Wave hardware.
"Select the optimal 8 features from 30 — annealing beats greedy by 5% accuracy"
What you'll build
Build an AI agent that triages support tickets, classifies intent, retrieves answers from your knowledge base, and escalates to humans when confidence is low.
"My account login isn't working after the password reset — can you help?"
What you'll build
Build a multi-agent system where specialized AI agents — researcher, writer, analyst, and coder — coordinate through a supervisor to handle complex tasks no single agent can solve.
"Research our competitor's latest product launch, analyze the market impact, and draft a response strategy memo"
What you'll build
Build event-driven AI pipelines that automate real business workflows — from webhook triggers through AI processing to action execution, with retry logic and monitoring.
"When a new support ticket arrives, classify it, draft a response, and route to the right team — all automatically"
What you'll build
Build an anomaly detection system that monitors time-series metrics, detects unusual patterns using statistical and ML methods, triggers alerts, and provides AI-powered root cause analysis.
"API latency spiked 3x at 14:32 — the root cause is a slow database query from the new deployment"
What you'll build
Build a document processing pipeline that extracts text and tables from PDFs, classifies document types, pulls structured fields, validates data quality, and outputs clean structured data.
"Extract the vendor name, invoice total, and line items from these 50 invoices — with 98% accuracy"
What you'll build
Build an AI code review agent that analyzes pull requests, detects bugs and anti-patterns, scores code quality, suggests improvements, and integrates with your CI/CD pipeline.
"This PR introduces a potential SQL injection on line 42 and the error handling in the retry loop is incomplete"
What you'll build
Understand what AI models are, how they learn, and how to choose the right one for any task.
"For this SaaS chatbot, I'd use Claude Haiku with RAG — here's why and what I'd test first"
What you'll build
Understand embeddings, distance metrics, ANN indexes, and the vector database landscape. Design end-to-end vector search pipelines.
"For this 500-article support KB, I'd use pgvector with hybrid search and RRF — here's the full pipeline design and cost analysis"
What you'll build
Build the statistical foundation for AI: data quality, regression, classification, time series, neural networks, and paradigm selection.
"For this churn problem I'd use XGBoost, not GPT-4 — here's the confusion matrix and business cost analysis proving why"
What you'll build
Learn how LLMs work, then master zero-shot, few-shot, chain-of-thought, and system prompts. Build a reusable prompt library.
"Write a system prompt that extracts invoice data with 95% accuracy"
What you'll build
Build a question-answering system over your own documents — upload, chunk, embed, search, and generate cited answers.
"Ask questions about your company handbook and get cited answers"
What you'll build
Use AI to analyze data, summarize reports, and draft strategy memos. No coding required.
"Analyze a quarter's sales data and draft a strategy memo in 10 minutes"
What you'll build
Automate repetitive tasks with AI — email triage, document summaries, Slack alerts. Build workflows that run on autopilot.
"Automatically summarize every new support email and post a Slack alert"
What you'll build
Use the Claude API and tool use to build a personal assistant that handles email, calendar, research, and tasks.
"Summarize my unread emails, check my calendar, and draft a prep doc for my 2pm meeting"
What you'll build
Set up, customize, and safely run OpenClaw — an open source AI agent that automates personal tasks on your computer.
"OpenClaw organizes my downloads, summarizes PDFs, and files expense receipts — running safely on my laptop"
What you'll build
Build a personal knowledge base over your notes, bookmarks, and documents. Search everything with AI and get answers with sources.
"Search across all my notes, articles, and docs — and get answers with sources"
What you'll build
Apply AI to lesson planning, student assessment, and personalised learning. Build a practical AI toolkit for the modern classroom.
"Generate a differentiated lesson plan for 45 students at 3 different levels — with assessment rubric and parent progress report"
What you'll build
Apply AI to lesson planning, student assessment, and personalized learning for US, UK, EU, and Australian classrooms.
"Generate a differentiated lesson plan for 25 students at 3 levels — with standards-aligned rubric and parent conference summary"
What you'll build
Explore AI applications in clinical decision support, medical NLP, and patient analytics. Learn responsible AI practices for healthcare settings.
"Triage this patient's symptoms, check their prescription for interactions, and generate a discharge summary — all with AI assistance"
What you'll build
Explore AI applications in clinical decision support, medical NLP, and patient analytics for US, UK, EU, and Australian healthcare settings.
"Triage this patient's symptoms, check their prescription for interactions, and generate a discharge summary — all with AI assistance"
What you'll build
Automate GST compliance, financial statement analysis, and cash-flow forecasting with AI. Build tools that handle the number-crunching for you.
"Validate these 50 GST invoices, flag suspicious transactions in the ledger, and forecast next quarter's cash flow — all with AI prompts"
What you'll build
Automate tax compliance, financial statement analysis, and cash-flow forecasting with AI for US, UK, EU, and Australian businesses.
"Validate these 50 invoices for multi-state sales tax, flag suspicious transactions in the ledger, and forecast next quarter's cash flow — all with AI prompts"
What you'll build
Speed up contract analysis, case law research, and compliance checking with AI. Draft legal documents faster without sacrificing accuracy.
"Extract risky clauses from this NDA, find relevant SC precedents, and generate a compliance gap report — all with AI prompts"
What you'll build
Use AI for contract analysis, case law research, compliance checking, and legal drafting in US, UK, EU, and Australian legal contexts.
"Extract key clauses from this NDA, find relevant case law on non-compete enforceability, and draft a compliance memo — all with AI prompts"
What you'll build
Apply AI to demand forecasting, dynamic pricing, and customer segmentation. Build a Retail AI Toolkit that drives revenue and reduces waste.
"Forecast Diwali demand for these 20 SKUs, find at-risk customers in segment data, and summarize 60 product reviews — all with AI prompts"
What you'll build
Apply AI to demand forecasting, dynamic pricing, and customer segmentation for US, UK, EU, and Australian retail markets.
"Forecast Black Friday demand for 20 SKUs, identify at-risk customers in segment data, and summarize 300 product reviews — all with AI prompts"
What you'll build
Optimise campaigns, generate content at scale, and run AI-powered A/B testing. Build a Marketing AI Toolkit for measurable growth.
"Optimize this campaign budget across 4 channels, generate Instagram captions in our brand voice, and summarize this week's social sentiment — all with AI"
What you'll build
Optimize campaigns, generate content at scale, and run AI-powered A/B testing. Built for US, UK, EU, and Australian marketing professionals.
"Optimize this campaign budget across 4 channels, generate Instagram captions in our brand voice, and summarize this week's social sentiment — all with AI"
What you'll build
Apply AI to predictive maintenance, sensor data analysis, and quality control. Build an Engineering AI Toolkit for smarter industrial operations.
"Predict which machine will fail next week from sensor data, investigate quality defects correlated to night shift, and optimize heat exchanger parameters — all with AI"
What you'll build
Apply AI to predictive maintenance, sensor data analysis, and quality control. Built for US, UK, EU, and Australian engineering professionals.
"Predict which machine will fail next week from sensor data, investigate quality defects correlated to night shift, and optimize heat exchanger parameters — all with AI"
What you'll build
Use AI to supercharge content writing, visual design, video, and portfolio curation. Build a Creative AI Toolkit that accelerates your creative workflow.
"Write Instagram captions in our brand voice, expand this Diwali design brief with cultural color rationale, and storyboard a 30-sec product reel — all with AI"
What you'll build
Use AI to supercharge content writing, visual design, video, and portfolio curation for US, UK, EU, and Australian markets. Build a Creative AI Toolkit that accelerates your creative workflow.
"Write Instagram captions in our brand voice, expand this Black Friday design brief with seasonal color rationale, and storyboard a 30-sec product reel — all with AI"
What you'll build
Apply AI to flight path optimisation, satellite remote sensing, and autonomous drone navigation. Build aerospace-grade AI systems.
"Plan a battery-constrained drone survey with DGCA airspace compliance, validate CFD against wind tunnel data, and build a conjunction assessment brief for ISRO ground control"
What you'll build
Apply AI to flight path optimization, satellite remote sensing, and autonomous drone navigation. Built for US, UK, EU, and Australian aerospace and drone professionals.
"Plan a battery-constrained drone survey with FAA Part 107 / LAANC airspace compliance, validate CFD against NASA wind tunnel data, and build a conjunction assessment brief for the 18th Space Defense Squadron"
What you'll build
Apply AI to geological exploration, mine planning, and mineral processing. Build tools that improve safety and extraction efficiency.
"Optimize drill hole grade interpolation beyond kriging, predict slope failure from displacement velocity, and design a REE separation cascade for Indian monazite"
What you'll build
Apply AI to geological exploration, mine planning, and mineral processing. Built for US, UK, EU, Australian, and Canadian mining engineers and geologists.
"Optimize drill hole grade interpolation beyond kriging, predict slope failure from displacement velocity, and design a REE separation cascade for Mountain Pass bastnäsite"
What you'll build
Apply AI to alloy design, steelmaking, heat treatment, and quality inspection. Build materials intelligence systems for advanced manufacturing.
"Predict alloy properties from composition, detect blast furnace silicon excursions, optimize heat treatment for target microstructure, and classify NDT indications against BIS standards"
What you'll build
Apply AI to alloy design, steelmaking process control, and quality with NDT. Built for US, UK, EU, and Australian metallurgical engineers and materials scientists.
"Predict alloy properties from composition, detect blast furnace silicon excursions, optimize heat treatment for target microstructure, and classify NDT indications against ASME/ISO 9712 standards"
What you'll build
Apply AI to reservoir engineering, refinery optimisation, and pipeline integrity. Build energy sector AI systems that reduce costs and risk.
"Predict well decline beyond Arps models, optimize crude diet for BS-VI specs, classify pipeline ILI anomalies, and forecast renewable CUF from weather data"
What you'll build
Apply AI to reservoir engineering, refinery optimization, pipeline integrity, and the energy transition. Built for US, UK, EU, and Australian petroleum, process, and power engineers.
"Predict well decline beyond Arps models, optimize crude diet for EPA Tier 3 / Euro 6 specs, classify pipeline ILI anomalies per PHMSA, and forecast renewable capacity factor from weather data"
What you'll build
Apply AI to structural health monitoring, construction scheduling, and smart cities. Build infrastructure intelligence systems for safer, smarter assets.
"Detect structural anomalies from SHM sensors, predict construction delays from EVM trends, classify soil from SPT data, and optimize building energy against BEE star ratings"
What you'll build
Apply AI to structural health monitoring, construction scheduling, geotechnical engineering, and smart infrastructure. Built for US, UK, EU, and Australian civil engineers and construction professionals.
"Detect structural anomalies from SHM sensors, predict construction delays from EVM trends, classify soil from SPT data per USCS, and optimize building energy against ASHRAE 90.1 / ENERGY STAR"
What you'll build
Apply AI to vehicle design, ADAS, EV battery management, and connected fleet systems. Build automotive AI tools for the next generation of mobility.
"Build CFD surrogate models for Bharat NCAP, predict battery SoH degradation, detect manufacturing defects with AI vision, and score fleet drivers for usage-based insurance"
What you'll build
Apply AI to vehicle design, ADAS, EV batteries, and connected fleets. Built for US, UK, EU, and Australian automotive and EV engineers.
"Build CFD surrogate models for US NCAP / Euro NCAP, predict battery SoH degradation, detect manufacturing defects with AI vision, and score fleet drivers for usage-based insurance"
What you'll build
Apply AI to fibre quality, fabric defect detection, colour matching, and supply chain sustainability. Build a Textile AI Toolkit for modern mills and brands.
"Predict yarn evenness from spinning parameters, detect fabric defects with computer vision, optimize dye recipes for right-first-time colour matching, and track ZDHC/Oeko-Tex compliance"
What you'll build
Apply AI to crop yield prediction, food safety monitoring, cold chain management, food processing optimization, produce grading, and regulatory compliance.
"Predict crop yields from satellite NDVI, monitor HACCP critical control points, optimize cold chain logistics, and grade produce with computer vision against FSSAI and export standards"
What you'll build
Apply AI to crop yield prediction, food safety, cold chain, and grading. Built for US, UK, EU, and Australian food technologists and agri professionals.
"Predict crop yields from satellite NDVI, monitor HACCP/FSMA critical control points, optimize cold chain logistics, and grade produce with computer vision against USDA grade standards"
What you'll build
Build real sites, apps, and directories with AI. Free to build and publish.
Curate a niche directory or resource hub powered by AI. Research listings, generate content, optimize for SEO, and monetize through featured placements.
$1K-$5K MRR
12 verified · 47 in progress
Create and sell guides, templates, reports, and checklists using AI. Build a storefront, set up payments, and start selling to a niche audience.
$500-$5K MRR
10 verified · 52 in progress
Build and launch a focused web app powered by AI — solve one specific problem for a niche audience and charge a monthly subscription.
$2K-$10K MRR
6 verified · 29 in progress
Build an SEO-optimized blog in a profitable niche. Use AI to research trending topics, write full articles, and build an audience. Monetize through ads, affiliate links, sponsorships, and email lists.
$500-$5K MRR
4 verified · 18 in progress
Build exactly what you want. Choose your own site structure and sections — AI helps you design and generate everything.
Varies
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