Learning Paths

Structured roadmaps to take you from zero to job-ready. Pick a role and follow the path.

AI Engineer

Complete AI journey from foundations to production agents. Cover LLMs, GenAI, RAG, fine-tuning, and agent systems.

10 courses10 hoursBeginner → Advanced
What is Generative AI?How ChatGPT & Gemini ThinkWhat is LLM? Brain AnalogyPrompt Types: Zero, Few, CoTRAG — AI with Your DataFine-tuning vs PromptingBuilding AI Apps Using APIsAI Cost & PerformanceWhat is AI Agent?Autonomous Agents
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Prompt Engineer

Master the art of communicating with AI. From basic prompting to advanced frameworks, structured templates, and hallucination control.

10 courses6 hoursBeginner → Advanced
Prompt vs Normal QuestionYour First AI OutputPrompt Types: Zero, Few, CoTWriting Structured PromptsAI Mistakes & HallucinationUsing AI for Daily WorkAI Tools EcosystemRAG — AI with Your DataFine-tuning vs PromptingAI Cost & Performance
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Cloud Engineer

Master cloud computing for AI applications. Learn AWS vs Azure vs GCP, containers, Kubernetes, and scalable architecture.

8 courses6 hoursBeginner → Advanced
What is Cloud? (AI Apps)AWS vs Azure vs GCPHosting AI AppsDocker for AI AppsKubernetes BasicsScalable AI ArchitectureLoad Balancing & Auto ScalingCloud Cost Optimization
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DevOps Engineer

From CI/CD to SRE. Master DevOps fundamentals, containers, infrastructure as code, and monitoring for AI systems.

8 courses8 hoursBeginner → Advanced
What is DevOps?CI/CD BasicsDocker for AI AppsKubernetes BasicsDeploy AI AppInfrastructure as CodeMonitoring AI AppsDevSecOps
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Cybersecurity Analyst

Protect AI systems and networks. Learn security fundamentals, threat detection, zero trust, and incident response.

8 courses8 hoursBeginner → Advanced
What is Cybersecurity?Common Cyber AttacksNetwork BasicsAI in CybersecurityThreat Detection SystemsZero Trust ArchitectureIncident Response SystemsEnterprise Security Design
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Full-Stack Developer

Build complete AI-powered applications. From software engineering basics to APIs, clean code, and scalable microservices.

8 courses10 hoursBeginner → Advanced
Software Engineering in AI EraHow Developers Use AI ToolsAPI-First ThinkingApp Flow UnderstandingBuilding Apps Using AI APIsClean Code with AIScalable AI AppsMicroservices for AI
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Data Engineer

Build robust data pipelines for AI. Master ETL, data lakes, Kafka, Airflow, and AI data architecture.

8 courses10 hoursBeginner → Advanced
What is Data Engineering?Data Types: Structured & UnstructuredWhat is ETL?Data PipelinesSQL for AI AppsKafka BasicsAirflow OrchestrationAI Data Architecture
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