@high_tech02: Data Science Roadmap 🗺️ Looking to start your Data Science Journey? 🤔 Here’s a roadmap to guide your learning journey: 1. Start with the basics: Strengthen your foundation with Mathematics (like Linear Algebra and Calculus), Statistics, and Probability. 📚📊 2. Learn programming: Get comfortable with Python and R, along with essential tools like SQL and MongoDB. 💻💾 3. Master feature engineering: Understand how to prepare and select the right data for your models. 🛠️📊 4. Dive into machine learning: Begin with the basics, then advance to handling complex models and techniques. 🤖📈 5. Explore deep learning: Learn about neural networks, TensorFlow, and PyTorch to handle complex data. 🧠💻 6. Get skilled in data visualization: Use tools like Tableau, Power BI, and Qlik to present your data effectively. 📊🎨 7. Understand natural language processing: Work on text classification and word vectors to analyze text data. 💬🤖 Follow Omkar Srivastava for more insights! 🙌 #DataScience #MachineLearning #Programming #DataAnalytics

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Wednesday 04 September 2024 12:21:11 GMT