1- Free Course with Certification

▪️Python Projects

Skills👇

➖Analysis of complex datasets

➖Working with real-life projects

➖Data science concepts

➖Machine Learning

🔻Link:
https://www.mygreatlearning.com/academy/learn-for-free/courses/python-projects-for-beginners

#پایتون #پروژه #علم_داده
#Free_course




2- Becoming better at data science every day

مجموعه ای کامل از کتاب ها ، مقالات و ویدیوهای آموزشی در خصوص یادگیری ماشین،، هوش مصنوعی، پایتون و علم داده
🔻Link :
https://github.com/amitness/learning.git

#هوش_مصنوعی #علم_داده #یادگیری_ماشین

🆔 @GITAnet|باشگاه فناوران اطلاعات مکانی

Deep Learning with PyTorch by Microsoft

100% free !

Course covers:
* An Introduction to PyTorch
* Computer Vision with PyTorch
* NLP with PyTorch
* Audio Classification with PyTorch


https://docs.microsoft.com/en-us/learn/paths/pytorch-fundamentals/

#یادگیری_عمیق #پایتون
#Free_course

🆔 @GITAnet|باشگاه فناوران اطلاعات مکانی

لینک زیر یک دوره ۱۲ هفته‌ای را برای آموزش مقدماتی هوش مصنوعی ارائه می‌دهد. این دوره توسط متخصصان مایکروسافت طراحی شده است و مباحثی مانند هوش مصنوعی نمادین، شبکه‌های عصبی، بینایی ماشین، پردازش زبان طبیعی و غیره را پوشش می‌دهد.

https://github.com/microsoft/AI-For-Beginners


#Free_course

🆔 @GITAnet|باشگاه فناوران اطلاعات مکانی

انویدیا دوره های آموزشی رایگانی را برای کاربران با هر سطحی در مورد شبکه های عصبی و مدل های عصبی منتشر کرده است تا کار هوش مصنوعی را درک کنند

⏩ explanation of generative AI: a based 2-hour course that will explain in detail the structure of neurons, their applications and capabilities;

https://courses.nvidia.com/courses/course-v1:DLI+S-FX-07+V1/

⏩ create a “brain” in 10 minutes: he will explain how a neuron learns from data and show all the mathematics under its hood;

https://courses.nvidia.com/courses/course-v1:DLI+T-FX-01+V1/

⏩ introduction to AI in the data center: everything about machine learning and deep learning; what frameworks are there and how video cards drive AI;

https://www.coursera.org/learn/introduction-ai-data-center

⏩ strengthening our LLM with the help of RAG: it will explain the entire generation database with an augmented sample;

https://courses.nvidia.com/courses/course-v1:NVIDIA+S-FX-16+v1/

⏩ creating your own RAG agents: a powerful 8-hour course on scalable deployment strategies for LLM and vector databases;

https://courses.nvidia.com/courses/course-v1:DLI+S-FX-15+V1/

⏩ speeding up work with Data Science without changing code: everything about data processing and machine learning without rewriting code;

https://courses.nvidia.com/courses/course-v1:DLI+T-DS-03+V1/

⏩ strengthening recommendation systems using AI: collab course between NVIDIA and YouTube;

https://www.classcentral.com/course/youtube-grandmaster-series-mastering-recommender-systems-184298

⏩ network design: a base about the TCP/IP and Ethernet protocols - necessary for understanding data processing processes.

https://www.coursera.org/learn/introduction-to-networking-nvidia

#Free_course


🆔 @GITAnet|باشگاه فناوران اطلاعات مکانی

Free Certification Courses to Learn Machine Learning in 2024:

1. Python
🔗 https://t.co/gTbLYAFUY9

2. SQL
🔗 https://t.co/SzslJwZz89

3. Statistics and R
🔗 https://t.co/XV3xAFiwaK

4. Data Science: R Basics
🔗https://t.co/yxTYxuzOET

5. Excel and PowerBI
🔗 https://t.co/iyV7Y6FIV0

6. Data Science: Visualization
🔗https://t.co/jd6FoFYBui

7. Data Science: Machine Learning
🔗https://t.co/N2BRbNWAvt

8. R
🔗https://t.co/evPpMndDuz

9. Tableau
🔗https://t.co/VJVrM9Wfov

10. PowerBI
🔗 https://t.co/OzBt3UXW25

11. Data Science: Productivity Tools
🔗 https://t.co/DqBWoG5oEm

12. Data Science: Probability
🔗https://t.co/vrO9BL1xYz

13. Mathematics
🔗https://t.co/TKLSpOUdSg

14. Statistics
🔗 https://t.co/wx610e63Ov

15. Data Visualization
🔗https://t.co/ewaLFSBKRE

16. Machine Learning
🔗 https://t.co/k6YTXO23dM

17. Deep Learning
🔗 https://t.co/aurTSW681x

18. Data Science: Linear Regression
🔗https://t.co/645OsptZvv


#Free_course

🆔 @GITAnet|باشگاه فناوران اطلاعات مکانی

Try these Free courses from Microsoft in 2024 to level up your Skills 📈

𝟭. 𝗗𝗮𝘁𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-data-fundamentals-explore-non-relational-data/

𝟮. 𝗦𝗾𝗹 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-sql-fundamentals/

𝟯. 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜
https://learn.microsoft.com/en-us/training/paths/create-use-analvtics-reports-power-bi/

𝟰. 𝗔𝘇𝘂𝗿𝗲 𝗰𝗼𝘀𝗺𝗼𝘀 𝗗𝗕
https://learn.microsoft.com/en-us/training/paths/create-use-analytics-reports-power-bi/

𝟱. 𝗔𝗜 𝗳𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/create-no-code-predictive-models-azure-machine-learning/

𝟲. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
https://learn.microsoft.com/en-us/training/modules/introduction-to-machine-learning/

𝟳. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗔𝗜 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀
https://learn.microsoft.com/en-us/training/modules/get-started-ai-fundamentals/

𝟴. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜
https://learn.microsoft.com/en-us/training/modules/fundamentals-generative-ai/

𝟵. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻
https://learn.microsoft.com/en-us/training/modules/analyze-images-computer-vision/

𝟭𝟬. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗹𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜
https://learn.microsoft.com/en-us/training/modules/responsible-generative-ai/

#Free_course

🆔 @GITAnet|باشگاه فناوران اطلاعات مکانی