Pick a path. Walk it.
Curated roadmaps for AI, Python, security, and beyond. Step-by-step, with real projects and the references that actually compound — built by practitioners who still ship.
Server-Side Game Developer
Game server architecture, real-time networking with UDP/WebSockets, state synchronization, matchmaking, anti-cheat, scalability, and the infrastructure that runs multiplayer games at scale.
Product Manager
User research, strategy, roadmapping, PRDs, metrics, stakeholder management, and the frameworks used by PMs at top tech companies.
Engineering Manager
The IC-to-manager transition, 1:1s, hiring, performance management, project execution, and the leadership skills that make engineering teams exceptional.
Developer Relations
Technical content, public speaking, community building, API advocacy, developer experience, and the skills to grow a developer ecosystem from zero to thriving.
BI Analyst
SQL, Power BI, Tableau, DAX, data modeling, dashboard design, and the business intelligence skills that turn data warehouses into decisions.
Network Engineer
Networking fundamentals, routing and switching, cloud networking, automation, security, and the certifications that validate enterprise network engineering skills.
Blockchain Developer
Cryptography, Ethereum, Solidity, DeFi protocols, smart contract security, NFTs, Layer 2 scaling, and Web3 frontend integration.
Backend Developer
APIs, databases, auth, caching, queues, and the architecture skills that power every product. Language-agnostic principles with Node.js and Python examples.
Full Stack Developer
HTML to deployment. Frontend with React, backend with Node.js, databases, auth, testing, and the end-to-end thinking that makes full-stack engineers valuable.
DevSecOps Engineer
Bake security into every stage of the software delivery lifecycle. SAST, DAST, secrets management, container hardening, supply chain security, and compliance-as-code.
Data Analyst
SQL, Excel, Python, Tableau, Power BI, statistics, and the storytelling skills that turn raw data into decisions. The complete path from beginner to senior analyst.
AI and Data Scientist
Classical ML to generative AI. Statistics, Python, deep learning, NLP, LLMs, RAG, computer vision, and production ML systems. The unified path for the modern AI/DS role.
Data Engineer
Build the infrastructure that powers data teams. SQL, Python, Spark, Kafka, Airflow, cloud data warehouses, and the architecture of modern data lakehouses.
Android Developer
Kotlin, Jetpack Compose, architecture patterns, local storage, networking, testing, and publishing to Google Play. The complete path to professional Android development.
Machine Learning Engineer
From linear models to large-scale training systems. Algorithms, deep learning, feature engineering, model evaluation, and production ML infrastructure.
PostgreSQL
From SQL basics to expert database administration. Queries, indexes, query optimization, replication, partitioning, and running Postgres reliably in production.
iOS Developer
Swift, SwiftUI, UIKit, Combine, CoreData, networking, testing, and shipping to the App Store. Everything it takes to build polished iOS applications.
QA Engineer
Manual testing, test automation, API testing, performance testing, security testing basics, and the CI integration that makes quality a team property.
Software Architect
Design patterns, distributed systems, API design, event-driven architecture, cloud-native patterns, security architecture, and the decision-making framework of senior architects.
UX Designer
User research, information architecture, wireframing, Figma, prototyping, usability testing, design systems, and the skills to design products people actually want to use.
Technical Writer
Plain language, docs-as-code, API documentation, tutorials, reference docs, and the tooling that modern technical writers use to ship documentation that developers love.
Game Developer
C# and Unity from fundamentals to shipped games. 2D, 3D, physics, AI, audio, UI, multiplayer concepts, and publishing on PC, mobile, and console.
MLOps Engineer
The full ML lifecycle in production: experiment tracking, feature stores, model serving, drift detection, CI/CD for ML, and LLMOps for large language model systems.
DevOps & Cloud
Linux, containers, Kubernetes, cloud platforms, IaC, CI/CD, observability, and SRE. Everything it takes to build and operate reliable production infrastructure.
Data Scientist
Statistics, SQL, Python, machine learning, deep learning, experimentation, big data, and communication. Everything from raw data to deployed model to executive insight.
Cybersecurity Expert
From networking fundamentals to red team operations. Offensive and defensive security, cloud threats, incident response, and the certifications that open doors.
Frontend Engineer
HTML, CSS, JavaScript, TypeScript, React, Next.js, testing, performance, and accessibility. Every skill a frontend engineer needs to build production web applications.
AI Engineer
From Python fundamentals to production LLM systems. Models, RAG, evals, agents, and shipping real applications.
Python Developer
From Python basics to production-grade services. Async, testing, packaging, web frameworks, databases, Docker, and the tooling modern teams actually use.
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