Getting Started With Python's map() Function – Real Python

Map Function in Python

Python for Data Science

Introduction to Data Science With Python

📌 Data Science Roadmap – Step by Step (2025 Edition) Breaking into Data Science can feel overwhelming. Here’s a simple 11-month roadmap to guide your journey 👇 1️⃣ Month 1 → Basic Python 2️⃣ Month 2 → Advanced Python 3️⃣ Month 3 → Statistics & Probability 4️⃣ Month 4 → Data Visualization 5️⃣ Month 5 → Machine Learning 6️⃣ Month 6 → Data Manipulation 7️⃣ Month 7 → Model Deployment 8️⃣ Month 8 → Deep Learning 9️⃣ Month 9 → NLP & Computer Vision 🔟 Month 10 → Interview Preparation 1️⃣1️⃣ Month 11