Outcomes
Structured programs with verified milestones. Pick one. Start today.
Learn to Code from Scratch
5 milestones · 16 weeks
Write, run, and ship your first Python programs — from a terminal hello-world to a deployed web app that real strangers can use.
Build and Deploy Your First Web App
5 milestones · 12 weeks
Build a complete web application — frontend, backend, and deployed to a public URL — that real strangers can use without any instructions from you.
Master React (Beginner to Shipped Product)
3 milestones · 10 weeks
Build and deploy a React application that solves a real problem for real users.
Master Python for Real Projects
5 milestones · 12 weeks
Write Pythonic code, work with APIs and external libraries, build and test a data pipeline, and publish a real Python package on PyPI.
Make Your First Open Source Contribution
3 milestones · 6 weeks
Get a pull request merged into a public GitHub repository with 100+ stars.
Pass a Senior Engineering Interview
3 milestones · 12 weeks
Receive and accept an offer for a senior (L5+) engineering role at a tech company.
Earn AWS Solutions Architect Certification
3 milestones · 8 weeks
Pass the AWS SAA-C03 exam on first or second attempt.
Build an AI Agent from Scratch
3 milestones · 8 weeks
Design, build, and deploy an AI agent that takes actions in the world autonomously.
Master SQL for Data Analysis
4 milestones · 8 weeks
Write and optimize complex queries across joins, CTEs, window functions, and indexes on a real production dataset.
Master Statistics for Data Analysis
5 milestones · 10 weeks
Apply descriptive statistics, hypothesis testing, regression, and A/B test design to real datasets — every milestone requires working with real data and documenting the decisions, not just the calculations.
Complete a Kaggle Competition (Top 25%)
3 milestones · 8 weeks
Enter and submit a Kaggle competition, finishing in the top 25% of participants.
Build a UX Design Portfolio
3 milestones · 12 weeks
Create 5 case studies documenting design process from brief to shipped product.
Earn CISSP Certification
3 milestones · 16 weeks
Pass the CISSP exam and complete the endorsement process.
Master Rust (Beginner to Systems Project)
0 milestones · 12 weeks
Write, test, and publish a Rust project that demonstrates ownership, lifetimes, and safe concurrency.
Master TypeScript (Beginner to Typed Codebase)
0 milestones · 8 weeks
Migrate or build a JavaScript codebase to strict TypeScript with zero `any` usage and full type coverage.
Build and Ship a Mobile App (iOS or Android)
0 milestones · 14 weeks
Design, build, and publish a mobile application to the App Store or Play Store with real users.
Earn AWS ML Specialty Certification
0 milestones · 10 weeks
Pass the AWS Certified Machine Learning Specialty exam on first or second attempt.
Master Docker + Kubernetes
0 milestones · 10 weeks
Deploy a production-grade application with Docker containers orchestrated on Kubernetes, with health checks and autoscaling.
Build a Distributed System
0 milestones · 16 weeks
Design and implement a distributed system with consensus, fault tolerance, and observable performance characteristics.
Master System Design (Senior Level)
0 milestones · 12 weeks
Design 10 production-grade systems from scratch, covering scalability, reliability, and trade-offs — peer-reviewed by senior engineers.
Ship a CLI Tool Used by Others (50+ Stars)
0 milestones · 8 weeks
Build and publish a command-line tool that earns 50+ GitHub stars from real users who find it useful.
Complete Advent of Code (All 25 Days)
0 milestones · 5 weeks
Solve all 25 puzzles in a single Advent of Code December, with solutions published to GitHub.
Win a Hackathon
0 milestones · 4 weeks
Place first, second, or third in a competitive hackathon with a working prototype demonstrated to judges.
Build an End-to-End ML Pipeline
0 milestones · 12 weeks
Build a machine learning pipeline from raw data to deployed model serving real predictions in production.
Earn Google Data Analytics Certificate
0 milestones · 10 weeks
Complete all 8 courses of the Google Data Analytics Professional Certificate and apply skills to a capstone dataset.
Build a Business Intelligence Dashboard
0 milestones · 8 weeks
Design and deploy a BI dashboard that drives a real business decision, with documented data pipeline and refresh schedule.
Master Statistical Analysis (A/B Testing)
0 milestones · 8 weeks
Design, run, and analyze 3 real A/B tests with documented statistical significance, effect sizes, and business decisions.
Ship a Design System in Production
0 milestones · 14 weeks
Build and document a component library used by at least one production product — tokens, components, and usage guidelines.
Master Figma (Beginner to Shipped Product)
0 milestones · 8 weeks
Design a complete product UI in Figma, from wireframes to high-fidelity prototype handed off to engineers.
Complete 100-Day UI Challenge
0 milestones · 15 weeks
Design and publish 100 UI elements or screens over 100 consecutive days. Proof: public portfolio with all 100.
Get First Paid Design Client
0 milestones · 6 weeks
Land and deliver a paid design engagement — logo, UI, or brand identity — with a signed contract and invoice paid.
Design and Ship a Mobile App UI
0 milestones · 10 weeks
Design a complete mobile app interface from brief to developer handoff, with the app live on an app store.
Master Brand Identity Design
0 milestones · 10 weeks
Design a complete brand identity system — logo, color, typography, and usage guidelines — for a real client or project.
Complete First Bug Bounty ($500+)
0 milestones · 8 weeks
Find and responsibly disclose a valid security vulnerability earning $500 or more on a public bug bounty program.
Build a CI/CD Pipeline from Scratch
0 milestones · 6 weeks
Design and implement a complete CI/CD pipeline for a real application — automated tests, build, deploy, and rollback.
Master Infrastructure as Code (Terraform)
0 milestones · 8 weeks
Provision and manage a production-grade cloud infrastructure entirely with Terraform — no manual console changes.
Earn Penetration Testing Certification (OSCP)
0 milestones · 16 weeks
Pass the Offensive Security Certified Professional exam, demonstrating hands-on penetration testing skills.
Master Technical Writing (5 Published Pieces)
0 milestones · 12 weeks
Research, write, and publish 5 technical articles or documentation pieces that get real readership and positive feedback.
Deliver 10 Public Talks (Any Venue)
0 milestones · 24 weeks
Deliver 10 prepared talks at meetups, conferences, or public events — recordings or attendance sheets as proof.
Get First Paid Writing Client
0 milestones · 6 weeks
Land and deliver a paid writing engagement — content, copywriting, or ghostwriting — with invoice paid.
Build a Writing Habit (365 Consecutive Days)
0 milestones · 52 weeks
Write and publish at least 200 words every day for 365 consecutive days — public log or newsletter as proof.
Build a 3–6 Month Emergency Fund
0 milestones · 26 weeks
Save 3–6 months of living expenses in a dedicated account, tracked and documented from zero to target balance.
Build and Keep a Budget for 90 Days
0 milestones · 13 weeks
Create a personal or household budget and stick to it for 90 consecutive days with weekly log submissions as proof.
Pay Off a Defined Debt Balance to Zero
0 milestones · 26 weeks
Select a specific debt, create a payoff plan, and reduce the balance to zero — documented with statements as proof.
Read and Analyze Financial Statements
0 milestones · 8 weeks
Analyze the P&L, balance sheet, and cash flow statement of 5 real public companies and produce a written analysis of each.
Complete Personal Finance Fundamentals
0 milestones · 8 weeks
Complete a structured personal finance course and apply every concept to your own finances with a documented financial plan.
Pass CFA Level 1 Exam
0 milestones · 24 weeks
Pass the CFA Level 1 examination on first or second attempt. Official result notification as proof.
Pass CFA Level 2 Exam
0 milestones · 24 weeks
Pass the CFA Level 2 examination. Requires CFA Level 1 completion. Official result notification as proof.
Pass CFA Level 3 Exam
0 milestones · 24 weeks
Pass the CFA Level 3 examination and earn the CFA designation. Official charter letter as proof.
Pass CPA / ACCA / ACA Professional Exam
0 milestones · 52 weeks
Pass all sections of the CPA (US), ACCA (UK/Global), or ACA (UK) professional accounting examinations.
Earn Series 7 License
0 milestones · 10 weeks
Pass the FINRA Series 7 General Securities Representative Examination. Official license confirmation as proof.
Build a 3-Statement Financial Model from Scratch
0 milestones · 6 weeks
Build a complete, linked 3-statement financial model (P&L, balance sheet, cash flow) for a real company from scratch.
Master Excel/Sheets for Financial Analysis
0 milestones · 6 weeks
Demonstrate advanced Excel or Google Sheets skills by building a complex financial model, dashboard, or data tool.
Coached programs
Expert-ledBecome an AI Engineer in 12 Weeks
3 milestones · 12w
A structured 12-week program for software engineers who want to transition into AI. You will build 3 portfolio projects (RAG pipeline, fine-tuned model, AI agent), get weekly code reviews, and leave with a proof-backed Outcome Card. Prerequisite: comfort with Python and basic ML intuition.