1️⃣ Basics of Data Science

🏷 Statistics and Probability
◾️ Statistics & Probability
🏷 Linear Algebra
◽️ Essence of Linear Algebra

2️⃣ Programming Language\
🏷 Python
◾️ Learn Python 3

3️⃣ Data Analysis and Manipulation
🏷 Pandas Library
◾️ Pandas Documentation
🏷 Data Preparation with Pandas
◾️ Data Wrangling with Pandas
🏷 NumPy Library
◾️ NumPy Documentation

4️⃣ Data Visualization
🏷 Matplotlib and Seaborn Library
◾️ Matplotlib / Seaborn
🏷Tableau Public Platform
◾️ Tableau Public

5️⃣ Principles of Machine Learning
🏷 scikit-learn Library
◾️ scikit-learn

6️⃣ Learning Algorithms
🏷 Hands-On Machine Learning Book
◾️ Hands-On ML

7️⃣ Deep Learning
🏷 TensorFlow Library
◾️ TensorFlow Tutorial

🏷 PyTorch Library
◾️ PyTorch Documentation

8️⃣ Big Data Technologies
🏷 Spark Framework Course
◾️ Spark Course

9️⃣ Advanced Topics
🏷 Natural Language Processing Course in Python
◾️ NLP in Python

1️⃣ Share Your Projects on Kaggle and GitHub
🏷 Kaggle Platform
◾️ Kaggle
🏷 GitHub Platform
◾️ GitHub

Happy Learning! 🌟