100% Free Open Engineering Curricula
Engineering Career Roadmaps
Bypass overpriced bootcamps. Follow structured, battle-tested learning phases curated from the best open MIT, Stanford, Harvard, and industry resources in the world.
AI & ML10–14 Weeks
AI & Machine Learning Engineer
Master Python, Linear Algebra, Neural Networks, PyTorch, and modern LLM / RAG architectures with zero paid courses.
Core Stack Mastered:
PythonPyTorchHugging FaceVector DatabasesLangChain
Curriculum Phases (3):
Python Foundations & Mathematical Intuition
Deep Learning & Neural Networks (PyTorch)
Modern Generative AI, RAG & LLMs
Web Development10–12 Weeks
Full-Stack Web Developer
Become job-ready in React, Next.js, Node.js, PostgreSQL, and scalable API architecture.
Core Stack Mastered:
ReactNext.jsTypeScriptNode.jsPostgreSQL
Curriculum Phases (3):
Modern JavaScript & TypeScript Essentials
React & Next.js Ecosystem
Backend, Databases & Authentication
Data Science8–10 Weeks
Data Analyst & Scientist
Transform raw data into business intelligence using SQL, Python, Pandas, and exploratory data visualization.
Core Stack Mastered:
SQLPythonPandas & NumPyTableauStatistics
Curriculum Phases (2):
SQL Mastery for Analytics
Python Data Wrangling & EDA
Backend & Systems10–12 Weeks
Backend & Distributed Systems Architect
Design high-throughput distributed microservices, caching topologies, message brokers, and transactional SQL engines with Go, Java, and Redis.
Core Stack Mastered:
Go / JavaPostgreSQLRedisKafkaDockerSystem Design
Curriculum Phases (3):
Systems Programming & Concurrent Runtimes
Relational Storage & Indexing Internals
Event-Driven Messaging & Distributed Caching
DevOps & Cloud8–10 Weeks
DevOps & Cloud Platform Engineer
Automate multi-cloud infrastructure as code, container orchestration with Kubernetes, CI/CD pipelines, and observability stacks.
Core Stack Mastered:
DockerKubernetesTerraformGitHub ActionsPrometheusAWS / Linux
Curriculum Phases (2):
Linux Kernel Fundamentals & Containers
Kubernetes Cluster Architecture & GitOps