Roadmaps
Step-by-step learning paths to help you master modern software development roles, from frontend to DevOps.
Showing 10-17 of 38 roadmaps
Data Analyst
Learn how to collect, clean, analyze, visualize, and communicate data to generate business insights and support decision making.
Data Scientist
Learn statistics, programming, machine learning, data visualization, and AI techniques to extract insights and build intelligent systems using data.
Data Engineer
Learn how to build scalable data pipelines, process large datasets, manage data platforms, and design reliable data infrastructure for analytics and AI systems.
Machine Learning Engineer
Learn how to build, train, deploy, optimize, and scale machine learning systems for real-world applications.
MLOps Engineer
Learn how to build, deploy, monitor, automate, and scale machine learning systems in production environments.
LLM Engineer
Learn how to build, fine-tune, evaluate, deploy, and optimize Large Language Model applications and AI systems.
AI Engineer
Learn how to build, train, deploy, and scale AI-powered applications using machine learning, deep learning, LLMs, MLOps, and AI infrastructure.
System Administrator
Learn how to manage servers, operating systems, networks, security, automation, backups, monitoring, and enterprise infrastructure as a System Administrator.
Cloud Engineer
Learn how to build, deploy, automate, secure, and manage scalable cloud infrastructure and applications across modern cloud platforms.