Learn the skills that keep your career moving.
Practice with guided labs, real-world projects, and clear learning paths in AI, software engineering, and security.
The 2026 AI Survival Guide
Which jobs AI is replacing. Which skills protect you. Which new roles pay the most.
18 pages. Free.
Not sure where to start?
Answer a few questions and get a clearer next step for your career in a minute.
Pathfinder Engine
What is your current role?
Inspect runtime behavior
Review code execution and output in the sandbox. Use the controls below to explore how the environment responds.
Featured training paths
Each public track preview is based on the live career track data and highlights the exact learning outcomes, modules, and capabilities you can expect.
AI Security Engineer
Security engineers, adversarial ML practitioners, and AI resilience teams.
Train to protect deployed AI systems, defend against model attacks, and harden ML pipelines for enterprise readiness.
Full Stack Web Developer
Developers moving from frontend or backend into full stack AI-enabled product delivery.
Build modern AI-ready applications with Next.js, server APIs, database integration, and secure deployment patterns.
DevOps / SRE
Operations engineers, SREs, and platform teams focused on production-grade delivery.
Own the end-to-end reliability of AI systems, from container orchestration to monitoring, incident response, and scalable operations.
Prompt Engineering
Product managers, developers, and AI practitioners who need practical prompt workflows.
Master prompt design, evaluation, and retrieval-augmented generation for real-world AI applications.
Choose your path
Practical AI and systems training for modern teams
Decemble is built to support people navigating the AI economy with clear, practical learning paths and applied projects.
Beginner: Learn to Code
- Visual Python — No-code to Code
- Intro to Programming Concepts
- Beginner Projects & Games
Save My Job
- AI for Marketers
- AI for Finance
- AI for HR & Recruiters
- AI for Designers
- AI for Teachers
Platform capabilities
Built for practical growth
Interactive Logic Lab
Inject variables, construct classes, and compile logic in a highly optimized sandbox. Secure, isolated runtime output.
Security & Risk Audits
Deploy custom guards against poisoning vectors, FGSM input models, and inference leaks. Model defense coordinates.
Scalable Ops SRE
Dockerize multi-stage pipelines, manage secure namespace access in Kubernetes, and monitor Prometheus logs.
Strategic Pathfinder
Audit skill indices, pinpoint sector transitions, and compile dynamic ATS-optimized resumes instantly.
Curriculum Preview
A high-level view of updated learning pathways
This public page surfaces only the preview layer of our curriculum. The full learner experience and detailed syllabus live inside the authenticated dashboard and Supabase-backed track flow.
Beginner: Visual Python
A visual-first on-ramp for non-coders: block metaphors, simple Python, mini-games, and capstone projects.
Data Science & ML Core
Establish foundational statistics, Python data structures, and baseline classifiers. Perfect for beginners: learn algorithms and data manipulation verbatim from absolute scratch.
Backend Architecture
Architect robust backend systems, databases, and APIs. Connect relational databases and build secure, production-grade logic servers from scratch.
Applied AI & Neural Nets
Build multilayer neural networks. Understand backward propagation equations and gradient flows.
ML System Operations
Operations engineering at scale. Setup Docker networks, Kubernetes orchestrators, and system logging monitors.
Adversarial Security
Defend models against operational attacks. Study model extraction, membership inference, and adversarial attacks.
Free Access
The platform stays free for now
We are keeping Decemble open and accessible while we continue building the learning experience. Sign up today and start training without paying anything.