Data Science Projects for Beginners and Experts | Built In

250 Data Science Projects for Your Portfolio [Python Code]

📌 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

Data Science Learning Roadmap

Data Scientist Roadmap: A Complete Guide - GeeksforGeeks

The future of data science: Career outlook and industry trends | TechTarget

Data Scientist Job Description: Role, Responsibilities, and More

If you have expertise in using AI to gain insights from data, a CIA career might be right for you. Learn more: https://www.cia.gov/careers/artificial-intelligence-and-data-science-careers/ | Central Intelligence Agency (CIA)