This directory contains comprehensive, structured learning plans for various technologies. Each subject has its own folder with detailed roadmaps, knowledge graphs, assessments, and progress tracking tools.

📁 Available Learning Plans

🐍 Python

Path: python/ Goal: Advanced Python Mastery Duration: 12-18 months Status: ✅ Complete learning plan available

What's Included:

Complete roadmap from beginner to expert
Detailed knowledge graph with dependencies
Initial assessment to determine your level
Progress tracking templates
32 structured modules
5 learning phases
Specialization paths

🔧 C++

Path: cpp/ Goal: C++ Expert Mastery Duration: 14-20 months Status: ✅ Complete learning plan available

What's Included:

Complete roadmap from basics to expert
42 modules covering C++23
Knowledge graph with 12 levels
Initial assessment with 6 coding challenges
6 specialization paths (Game Dev, Systems, HPC, Embedded, Graphics, Financial)
Modern C++ focus (C++11/14/17/20/23)
Memory management & performance optimization

📐 Linear Algebra

Path: linear_algebra/ Goal: Advanced Linear Algebra with Applications Duration: 6-10 months Status: ✅ Complete learning plan available

What's Included:

Complete roadmap from vectors to applications
22 modules covering theory and practice
Knowledge graph with 15 levels
Initial assessment with 6 computational problems
4 specialization paths (ML, Computational, Quantum, Advanced Apps)
Heavy integration with Python/NumPy
Applications in ML, graphics, data science, quantum computing
Visual learning emphasis (3Blue1Brown integration)

🌐 Django

Path: django/ Goal: Full-Stack Django Development Duration: 6-9 months Status: 📝 Coming soon

🎨 Angular

Path: angular/ Goal: Advanced Angular Development Duration: 6-8 months Status: 📝 Coming soon

💾 Database

Path: database/ Goal: Database Design & Optimization Duration: 4-6 months Status: 📝 Coming soon

🚀 DevOps

Path: devops/ Goal: DevOps Engineering Duration: 8-10 months Status: 📝 Coming soon

🗺️ How to Use This System

Step 1: Choose Your Subject

Navigate to the subject folder you want to learn (e.g., python/)

Step 2: Read the Master Plan

Start with 00_*_MASTER_PLAN.md to understand:

Overall learning journey
Time commitment
Phases and modules
Resources needed

Step 3: Review Knowledge Graph

Check 01_KNOWLEDGE_GRAPH.md to see:

All topics covered
Dependencies between topics
Learning order
Prerequisite requirements

Step 4: Take Initial Assessment

Complete 02_INITIAL_ASSESSMENT.md to:

Determine your current level
Identify knowledge gaps
Get personalized recommendations
Set realistic goals

Step 5: Track Your Progress

Use 03_PROGRESS_TRACKER.md to:

Monitor module completion
Record exam scores
Log study time
Track skill mastery levels
Celebrate milestones

Step 6: Integrate with Exam System

The tutor system exam platform (/exam_system/) is integrated with these learning plans:

Take regular quizzes and exams
Get automatic scoring
Track weak areas
Receive targeted practice

📊 Learning Approach

Our Philosophy

Structured Learning: Follow proven learning paths
Spaced Repetition: Review concepts regularly
Active Practice: Learn by doing, not just reading
Assessment-Driven: Regular testing identifies gaps
Project-Based: Build real applications
Community-Oriented: Learn and teach others

Mastery Levels

We use a 5-level mastery system:

Level 0: Unfamiliar - Never encountered this concept
Level 1: Aware - Basic understanding, need documentation
Level 2: Competent - Can use with occasional reference
Level 3: Proficient - Can use confidently without docs
Level 4: Expert - Can teach, optimize, and debug complex issues

Study Rhythm

Daily: 30-60 minutes theory + coding
Weekly: Complete 1-2 modules + small project
Monthly: Comprehensive exam + medium project
Quarterly: Major project + reassessment

🎯 Goals & Milestones

Short-term Goals (3 months)

Complete foundation phase of chosen subject
Build 3-5 small projects
Pass all beginner-level exams
Establish daily study routine

Medium-term Goals (6-12 months)

Reach intermediate/advanced level
Build portfolio projects
Contribute to open source
Start specialization

Long-term Goals (12-18 months)

Achieve expert level in core areas
Master chosen specialization
Publish packages/articles
Get professional opportunities

📚 Integrated Resources

Exam System

Location: /exam_system/

Auto-graded quizzes
Comprehensive exams
Progress analytics
Weak area identification

Documentation

Location: /docs/

System specifications
Exam format guides
API documentation

Practice Projects

Location: /projects/ (coming soon)

Starter templates
Solution guides
Code reviews

🔄 Learning Cycle

1. Learn Theory
   ↓
2. Practice Coding
   ↓
3. Build Project
   ↓
4. Take Quiz/Exam
   ↓
5. Review Mistakes
   ↓
6. Repeat & Advance

💡 Learning Tips

For Absolute Beginners

Don't rush - focus on deep understanding
Code every day, even if just 15 minutes
Ask questions freely
Use "I don't know" option in exams honestly
Build simple projects first

For Intermediate Learners

Read others' code regularly
Refactor your old code
Learn design patterns
Contribute to open source
Teach beginners

For Advanced Learners

Study source code of frameworks
Optimize for performance
Write technical articles
Mentor others
Build complex systems

🎓 Certification Path

As you progress through the learning plans, you'll build a portfolio of:

✅ Completed exams with scores
✅ Project repositories
✅ Code contributions
✅ Technical articles
✅ Presentations/talks

This serves as your personal certification demonstrating real skills.

🤝 Community & Support

Get Help

Use exam system's discussion forum (coming soon)
Join Python/Django/Angular communities
Stack Overflow for specific questions
GitHub Issues for technical problems

Give Help

Answer questions from beginners
Review others' code
Share your projects
Write about what you learned

📈 Success Metrics

Track these to measure your progress:

Knowledge Coverage: % of topics at Level 2+
Exam Performance: Average score across all exams
Project Completion: Number of working projects
Study Consistency: Days with study activity
Community Contribution: Questions answered, PRs merged

🚀 Getting Started Checklist

☐ Choose your primary learning subject
☐ Read the master plan for that subject
☐ Complete initial assessment
☐ Set up development environment
☐ Schedule daily study time
☐ Join relevant communities
☐ Start Module 1
☐ Take your first quiz
☐ Build your first project
☐ Log your progress

📝 Maintenance & Updates

These learning plans are living documents that will be updated:

Weekly: Add new practice problems
Monthly: Update based on latest tech trends
Quarterly: Refine based on learner feedback
Yearly: Major revisions and new subjects

🌟 Success Stories

As you progress, document your journey:

What was your starting level?
What challenges did you face?
What breakthroughs did you have?
What projects are you proud of?
Where are you now?

Your story will inspire future learners!

📬 Feedback

Found something unclear? Have suggestions?

Create an issue in the repository
Suggest new topics or modules
Share your learning experience
Contribute improvements

🎉 Final Words

Remember:

Learning is a marathon, not a sprint
Consistency beats intensity
Mistakes are learning opportunities
Community makes learning better
You can do this! 🚀

Start your journey today!

Navigate to your chosen subject folder and begin with the Master Plan.

Happy Learning! 🎓✨