🔍 Summary
- 📄 Overview (this file)
- 📚 Resources
- 💻 Code Examples
- 🧪 Exercises
- ❓ QA
📘 Key Concepts
Fundamentals needed to easily continue this path are:
- Basic Python knowledge
- Know how to write algorithms
- Good knowledge of Python data structures
- Key concepts of Numpy, Pandas, Matplotlib
Note: Seaborn package can also be used to visualize data better
🔎 Questions / Confusions
Packages like Keras & Tensorflow are mostly used for deep learning models and you don’t need to learn them from start.
Sickit Learn will be used a lot to develop models and work with data.
👥 Contributors’ Notes
The scripting language R is also very helpful and simple for data manipulation
✅ Learning Checklist
- Learn basics of Python syntax
- Get used to Conda or venv
- Use Google Collab
- Learn NumPy
- Learn Pandas
- Learn Matplotlib