Essential Python Libraries for Data Analytics 😄👇

Python Free Resources: https://t.iss.one/pythondevelopersindia

1. NumPy:
- Efficient numerical operations and array manipulation.

2. Pandas:
- Data manipulation and analysis with powerful data structures (DataFrame, Series).

3. Matplotlib:
- 2D plotting library for creating visualizations.

4. Scikit-learn:
- Machine learning toolkit for classification, regression, clustering, etc.

5. TensorFlow:
- Open-source machine learning framework for building and deploying ML models.

6. PyTorch:
- Deep learning library, particularly popular for neural network research.

7. Django:
- High-level web framework for building robust, scalable web applications.

8. Flask:
- Lightweight web framework for building smaller web applications and APIs.

9. Requests:
- HTTP library for making HTTP requests.

10. Beautiful Soup:
- Web scraping library for pulling data out of HTML and XML files.

As a beginner, you can start with Pandas and Numpy libraries for data analysis. If you want to transition from Data Analyst to Data Scientist, then you can start applying ML libraries like Scikit-learn, Tensorflow, Pytorch, etc. in your data projects.

Share with credits: https://t.iss.one/sqlspecialist

Hope it helps :)

I have curated the list of best WhatsApp channels to learn coding & data science for FREE

Free Courses with Certificate: Free Courses With Certificate | WhatsApp Channel (https://whatsapp.com/channel/0029Vamhzk5JENy1Zg9KmO2g)

Jobs & Internship Opportunities:
https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226

Web Development: Web Development | WhatsApp Channel (https://whatsapp.com/channel/0029VaiSdWu4NVis9yNEE72z)

Python Free Books & Projects: Python Programming | WhatsApp Channel (https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L)

Java Resources: Java Coding | WhatsApp Channel (https://whatsapp.com/channel/0029VamdH5mHAdNMHMSBwg1s)

Coding Interviews: Coding Interview | WhatsApp Channel (https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X)

SQL: SQL For Data Analysis | WhatsApp Channel (https://whatsapp.com/channel/0029VanC5rODzgT6TiTGoa1v)

Power BI: Power BI | WhatsApp Channel (https://whatsapp.com/channel/0029Vai1xKf1dAvuk6s1v22c)

Programming Free Resources: Programming Resources | WhatsApp Channel (https://whatsapp.com/channel/0029VahiFZQ4o7qN54LTzB17)

Data Science Projects: Data Science Projects | WhatsApp Channel (https://whatsapp.com/channel/0029Va4QUHa6rsQjhITHK82y)

Learn Data Science & Machine Learning: Data Science and Machine Learning | WhatsApp Channel (https://whatsapp.com/channel/0029Va8v3eo1NCrQfGMseL2D)

ENJOY LEARNING 👍👍

Must-know Pandas Functions for Data Analysis