👩💻 DATA SCIENCE va AI/ML sohalariga ga tayyormisiz?
1️⃣PYTHON
- 👩💻 Automate the Boring Stuff: https://automatetheboringstuff.com
- Python docs: https://docs.python.org/3/tutorial
2️⃣ Version Control (Git) + GitHub
- 👩💻 GitHub: https://docs.github.com/en/get-started
- 👩💻 https://git-scm.com/book/en/v2
3️⃣Data Structures and Algorithms
- Alohida challengeda kutilmoqda...
4️⃣ SQL
- 👩💻 SQL Bolt: https://sqlbolt.com
- Programiz: https://www.programiz.com/sql
- practice.
5️⃣ Mathematics & Statistics
- 📊Common topics for Data Science: https://youtube.com/playlist?list=PLeo1K3hjS3uuKaU2nBDwr6zrSOTzNCs0l&si=hs_wpWwchg9Sktjw
Optional to see 👀
- Linear Algebra: https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab&si=ecQsxnjm6kjSHeX2
- Essence of Calculus: https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
6️⃣ Data Collection & Visualization
- 📈 Data Visualization: https://www.kaggle.com/learn/data-visualization
- W3schools: https://www.w3schools.com/datascience
- SimpliLearn: https://youtu.be/MiiANxRHSv4
7️⃣Machine Learning Fundamentals
- Ikboljon aka AI scientist (Phd @ Oxford): https://youtube.com/playlist?list=PL49k1K6OklKAuDcOSz07g2OYPgH1JSfQ7&si=qJoWYo9wzX02uCOA
- Coursera by Andrew Ng: https://www.coursera.org/specializations/machine-learning-introduction
- 👩💻 Google ML course: https://developers.google.com/machine-learning/crash-course
8️⃣9️⃣ Others (will be updated/added)
- Tog'ri 11 kunda to'liq o'rgana olmasmiz, lekin mohiyatni anglab,vaqtni vaqtga qo'yib va LIVE ni samarlari o'tkazish uchun haraka qilamiz, InshaAllah
P.s: Agar kimdadir qo'shimcha bo'lsa, ulashsangiz xursand bo'lamiz, va albatta YouTube da eslab o'tamiz.
@sukhrob_abdullaev
1️⃣PYTHON
- 👩💻 Automate the Boring Stuff: https://automatetheboringstuff.com
- Python docs: https://docs.python.org/3/tutorial
2️⃣ Version Control (Git) + GitHub
- 👩💻 GitHub: https://docs.github.com/en/get-started
- 👩💻 https://git-scm.com/book/en/v2
3️⃣Data Structures and Algorithms
- Alohida challengeda kutilmoqda...
4️⃣ SQL
- 👩💻 SQL Bolt: https://sqlbolt.com
- Programiz: https://www.programiz.com/sql
- practice.
5️⃣ Mathematics & Statistics
- 📊Common topics for Data Science: https://youtube.com/playlist?list=PLeo1K3hjS3uuKaU2nBDwr6zrSOTzNCs0l&si=hs_wpWwchg9Sktjw
Optional to see 👀
- Linear Algebra: https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab&si=ecQsxnjm6kjSHeX2
- Essence of Calculus: https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
6️⃣ Data Collection & Visualization
- 📈 Data Visualization: https://www.kaggle.com/learn/data-visualization
- W3schools: https://www.w3schools.com/datascience
- SimpliLearn: https://youtu.be/MiiANxRHSv4
7️⃣Machine Learning Fundamentals
- Ikboljon aka AI scientist (Phd @ Oxford): https://youtube.com/playlist?list=PL49k1K6OklKAuDcOSz07g2OYPgH1JSfQ7&si=qJoWYo9wzX02uCOA
- Coursera by Andrew Ng: https://www.coursera.org/specializations/machine-learning-introduction
- 👩💻 Google ML course: https://developers.google.com/machine-learning/crash-course
8️⃣9️⃣ Others (will be updated/added)
- Hozircha mendagi resurslar va ketma-ketlikdagi rejalarim shu, albatta AI (Suniy Intellekt ) sohasi ancha katta, AI bo'yicha ma'lum soha tanlamadim hali, challenge davomida albatta bittasini tanlab, shu bo'yicha o'rganamiz.
Ketma-ketlik aniq tuzilgan deya olmaymanu, lekin albatta docs va videolardan ko'rib amaliy qilib ketaveramiz, va albatta ishonchim komilki, o'rganish davomida, miyada mohiyat paydo bo'ladi.
- Tog'ri 11 kunda to'liq o'rgana olmasmiz, lekin mohiyatni anglab,vaqtni vaqtga qo'yib va LIVE ni samarlari o'tkazish uchun haraka qilamiz, InshaAllah
P.s: Agar kimdadir qo'shimcha bo'lsa, ulashsangiz xursand bo'lamiz, va albatta YouTube da eslab o'tamiz.
@sukhrob_abdullaev