کتابخانه مهندسی کامپیوتر و پایتون
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ادمین : @maryam3771
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🖥 An open tutorial on advanced Python concepts

Here are the #Python topics that may be difficult to navigate, including:
— OOP, magic methods, attributes and object methods
— building various graphs for #Data_Science
- decorators and similar Python features
— subtleties of working with I/O operations

Overall, great material for interview preparation.

https://github.com/hsf-training/analysis-essentials/blob/master/advanced-python/README.md


🆔 @programmers_street
𝐅𝐑𝐄𝐄 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 𝐰𝐢𝐭𝐡 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐞𝐬 𝐢𝐧 𝟐𝟎𝟐𝟒:

1. Python
👉 https://t.co/JlkqmlvoVT

👉 https://t.co/gsSME8a8Pp

2. Introduction to Programming with Python
👉 https://t.co/eKcM89oWIl

3. #SQL
👉 https://t.co/60E5b3CnQa

👉 https://t.co/FRcfRddMbU

4. #Excel
👉 https://t.co/MFOGoEHJOj

👉 https://t.co/BcDQekk9P6

5. #PowerBI
👉 https://t.co/xtFHxf80D9

6. #Tableau
👉 https://t.co/LnkV93g3qz

7. Mathematics & Statistics
👉 https://t.co/UkJwpbSV9G

👉 https://t.co/R6gq6gqbsr

8. #Data_Science: Inference and Modeling
👉 https://t.co/Qufh6C2D06

9. Data Analysis with #Python
👉 https://t.co/3N3nlj9Mk7

👉 https://t.co/aywbtayqhH

10. Data Visualization
👉 https://t.co/jd6FoFYBui

11. Data Visualization (Harvard University)
👉 https://t.co/7rQcGUllaS

12. Data Pre-Processing
👉 https://t.co/vETpB3qVYu

13. Data Cleaning
👉 https://t.co/ttarcRhgZk

14. #Machine_Learning (Harvard University)
👉 https://t.co/d87TUiLXOL


مرجع معرفی بهترین دوره های مهندسی کامپیوتر 👇

📲 @programmers_street
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You can now learn Data Science, FREE:

- Harvard
- Stanford
- MIT
- Google
- Microsoft
- IBM

10 Top Courses with Certificates* :

1. Python

    - From Harvard

https://cs50.harvard.edu/python/


2. SQL

     - From Stanford Online

https://online.stanford.edu/courses/soe-ydatabases0005-databases-relational-databases-and-sql


3. Excel

    - From Microsoft Learn

https://learn.microsoft.com/training/paths/modern-analytics/


4. Power BI

    - From Microsoft Learn

http://learn.microsoft.com/collections/m14nt4rdwnwp04


5. Data Visualization

     - From Harvard

https://pll.harvard.edu/course/data-science-visualization


6. Data Analysis

     - From IBM SkillsBuild

https://skillsbuild.org/adult-learners/explore-learning/data-analyst


7. Data Science using Python

    - From Saylor Academy [Complete Course]

https://learn.saylor.org/course/view.php?id=504


8. Machine Learning

      - From Google

https://developers.google.com/machine-learning/crash-course


9. Deep Learning

      - From MIT

http://introtodeeplearning.com


10. Mathematics

     - From MIT

https://ocw.mit.edu/search/?d=Mathematics&s=department_course_numbers.sort_coursenum



#علم_داده #Data_Science

🆔 @programmers_street
👍2
"Algorithms for AI & ML" - from Stanford

This 69-pages book covers all important algorithms of Machine Learning

https://web.stanford.edu/~mossr/pdf/alg4ai.pdf


#علم_داده #Data_Science #یادگیری_ماشین

🆔 @programmers_street
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