Learning Roadmaps

Clear, industry-aligned paths to build real skills step by step.

Python Developer

Python Developer

Core Python, automation, scripting, and development.

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Data Analyst

Data Analyst

SQL, analysis, dashboards, and business insights.

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Machine Learning

Machine Learning

Models, pipelines, evaluation, and deployment.

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AI Engineer

AI Engineer

Deep learning, NLP, and applied AI systems.

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SQL Databases

SQL & Databases

Queries, design, optimization, analytics.

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Data Science

Data Science

Statistics, ML, experimentation.

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Generative AI

Generative AI

LLMs, prompts, GenAI apps.

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Cloud DevOps

Cloud & DevOps

AWS, CI/CD, Docker, Kubernetes.

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