earning_by_learning_resources

In this repository you can see the resources which will help you earn.

Updated Data Science Resources (May 2024)

Programming Languages and Libraries

1. Python
2. Pandas
3. NumPy
4. Matplotlib
5. Seaborn
6. Scikit-learn
7. TensorFlow
8. Keras
9. PyTorch
10. SQL
11. GeoPandas
12. Git

Cloud Platforms

13. AWS
14. Azure
15. Google Cloud Platform

DevOps and Containers

16. Docker
17. Kubernetes
18. Linux Command Line

Data Analysis and Visualization

19. Jupyter Notebook
20. Data Wrangling
21. Data Visualization

Mathematics and Statistics

22. Statistical Inference
23. Probability
24. Linear Algebra
25. Calculus

Specialized Topics

26. Time Series
27. NLP
28. Neural Network
29. Deep Learning
30. Machine Learning
31. Apache Spark
32. Hadoop

Algorithms and Programming Concepts

33. Big-O Notation
34. Regular Expression
35. Unix/Linux Permissions
36. Python String Formatting

Web Frameworks

37. Flask
38. Django

Database Systems

39. Plotly
40. PostgreSQL
41. MySQL
42. MongoDB

Cheat Sheets and Documentation

43. TensorFlow Probability Cheat Sheet
44. OpenAI GPT-3 Documentation
45. GPT-3 API Reference
46. SciPy
47. Chat GPT Cheat Sheet

Additional Resources

48. Colors in dataviz
49. Geospatial data science in Python
50. Network analysis