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tags: [learning, roadmap]
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# Learning Roadmap 2025

## 🎯 Priority 1: Interview Essentials

### Data Architecture Terminology (For SEB-like roles)
**Timeline**: 2 weeks
**Why**: Failed SEB interview due to terminology gap

- [ ] Data Mesh concepts and principles
- [ ] Data Governance frameworks
- [ ] Data Fabric vs Data Mesh
- [ ] Modern data architecture patterns
- [ ] Data Catalog and metadata management
- [ ] Create translation document: My work → Modern terms

**Resources**:
- "Data Mesh" by Zhamak Dehghani
- Azure Data Architecture documentation
- Data governance frameworks overview

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### React Fundamentals (For Svenska Kraftnät)
**Timeline**: 3-4 weeks
**Why**: Job requirement, have Angular background

- [ ] React basics: Components, Props, State
- [ ] Hooks (useState, useEffect, etc.)
- [ ] React Router
- [ ] Integration with .NET Web APIs
- [ ] Build sample project: Todo app with .NET backend

**Resources**:
- React official documentation
- "React - The Complete Guide" (Udemy)
- Build personal project

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## 🎯 Priority 2: Strengthen Core

### Modern .NET Patterns
**Timeline**: Ongoing

- [ ] .NET 8 new features
- [ ] Minimal APIs
- [ ] New authentication patterns
- [ ] Performance improvements

### Azure Architecture
**Timeline**: Ongoing

- [ ] Azure Well-Architected Framework review
- [ ] Cost optimization patterns
- [ ] Security best practices

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## 🎯 Priority 3: Emerging Skills

### MLOps (For Vattenfall-type roles)
**Timeline**: 1-2 months

- [ ] ML model deployment patterns
- [ ] Azure ML services
- [ ] Model monitoring and governance
- [ ] MLOps pipelines

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## 📅 Weekly Learning Schedule

### Monday
- 1 hour: Data Architecture reading

### Tuesday
- 1 hour: React practice

### Wednesday
- 1 hour: Technical articles/blogs

### Thursday
- 1 hour: React practice

### Friday
- 1 hour: Review and consolidation

### Weekend
- Build projects, experiment

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## 🔗 Related
- [[Skills Inventory]]
- [[Data Mesh]]
- [[React]]
- [[Current Focus]]