Deepak Jose | Data Science & Gen AI on Instagram: "🎯 THE MATH ROADMAP FOR DATA SCIENCE! Ever wondered what kind of math you actually need to master for Data Science? 🤔 � Here’s your step-by-step roadmap — and this cheatsheet covers every piece of it 🔥 📘 1️⃣ Sets & Functions� Start with the basics — sets, unions, intersections, and functions.� You’ll need this to understand how data points relate to each other. 🧮 2️⃣ Linear Algebra� This is the backbone of every machine learning model.� 👉 L

Deepak Jose | Data Science & Gen AI on Instagram: "💻 10 Data Science Roles & The Tools They Actually Use (Save This!) Ever wondered what tools each data science role actually uses daily? 🤔� Here’s your ultimate cheat sheet to pick the right tools for your dream role 👇 👨‍💻 Data Analyst� Excel, SQL, Power BI, Tableau, Python (Pandas, NumPy) 🔬 Data Scientist� Python, Jupyter Notebook, Scikit-learn, Pandas, NumPy, SQL ⚙️ ML Engineer� Python, TensorFlow, PyTorch, Docker, FastAPI, MLflow, Git 📦