Navigate Data Science: Useful Links

• What is Data Science?
• How to Become a Data Scientist

Programming & Tools

• NumPy (Python Libraries)
• Pandas
• Scikit-Learn
• R for Data Science
• Jupyter Notebooks
• Google Colab
• Tableau (Data Visualization)

Machine Learning & AI

• Introduction to Machine Learning (Andrew Ng - Coursera)
• Deep Learning Essentials
• Natural Language Processing (NLP)
• Computer Vision Basics (OpenCV)
• AI Ethics & Bias in ML

Big Data & Cloud Computing

• Introduction to Big Data
• Hadoop & Spark Basics
• AWS for Data Science
• Azure Machine Learning

Data Science Projects & Practice

• Open Datasets for Practice
• Top Kaggle Competitions
• GitHub Repositories for Data Science

Job & Career Resources

• Data Science Degree Program Guide
• Data Science Interview Questions
• Best Companies Hiring Data Scientists

Communities & Forums

• Kaggle
• Data Science Stack Exchange
• Reddit - r/datascience
• Towards Data Science (Medium)