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⭐ ROS2 Learning Roadmap
A step-by-step robotics development guide
1. Python Basics
Learn Python fundamentals and OOP concepts.
2. Advanced Python
Explore modules, functions, and file handling.
3. Math for AI
Understand statistics and probability for AI.
4. NumPy & Pandas
Analyze and manage data efficiently.
5. Data Visualization
Create meaningful charts and visual insights.
6. SQL Database
Store, manage, and query structured data.
7. Data Preprocessing
Clean and transform data for better results.
8. Machine Learning
Learn the fundamentals of machine learning.
9. Scikit-Learn
Build and train powerful ML models.
10. Deep Learning
Understand neural networks and deep learning.
11. TensorFlow & Keras
Develop and train modern AI models.
12. Computer Vision
Process images using OpenCV and AI.
13. NLP
Work with text and natural language data.
14. Generative AI
Explore LLMs and prompt engineering techniques.
15. Projects & Deployment
Build and deploy real-world AI applications.