
Here are some great resources to get you started with data science:
### Beginner Level
1. **[Learn Data Science Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=ua-CiDNNj30)**: A comprehensive YouTube course covering the foundations of data science, including coding, mathematics, and statistics.
2. **[Data Science Tutorial - W3Schools](https://www.w3schools.com/datascience/default.asp)**: Offers interactive Python examples and practical exercises to help you learn data science concepts step-by-step.
3. **[Data Science Tutorial for Beginners: Learn Basics in 3 Days](https://www.guru99.com/data-science-tutorial-for-beginners.html)**: A quick guide to understanding data science components, tools, and applications.
### Intermediate Level
1. **[Intermediate Python for Data Science - Dataquest](https://www.dataquest.io/course/python-for-data-science-intermediate/)**: Focuses on cleaning and analyzing text data, object-oriented programming, and handling dates and times in Python.
2. **[Intermediate Python for Data Science – Dataquest](https://www.dataquest.io/tutorial/intermediate-python-for-data-science/)**: Explores advanced Python techniques for efficient data analysis and automation, with real-world examples.
3. **[Intermediate Python Course | Discover Python Pandas & Logic - DataCamp](https://www.datacamp.com/courses/intermediate-python)**: Covers data visualization, pandas, Boolean logic, and Python loops to enhance your data science skills.