اگه می خواین پایتون بیشتر به صورت Functional بنویسید به این سه تا لایبری یه نگاه بکنید:
1- functools
2- itertools
3- more-itertools (https://more-itertools.readthedocs.io/en/stable/api.html)
#پایتون
🆔 @Python4all_pro
1- functools
2- itertools
3- more-itertools (https://more-itertools.readthedocs.io/en/stable/api.html)
#پایتون
🆔 @Python4all_pro
دوره آموزش بازی سازی موبایلی را امروز با قیمت باورنکردنی با ۹۵٪ تخفیف تهیه کنید
دوره برای ده نفر اول ۹۵ درصد تخفیف داره
بعد از اون تخفیف کم میشه
👇👇👇
zaya.io/jhwfo
با این دوره یه مهارت جالب و جذاب رو ياد بگیرید وبه بازار پرسود ساخت بازی برای موبایل وارد بشید
دوره برای ده نفر اول ۹۵ درصد تخفیف داره
بعد از اون تخفیف کم میشه
👇👇👇
zaya.io/jhwfo
با این دوره یه مهارت جالب و جذاب رو ياد بگیرید وبه بازار پرسود ساخت بازی برای موبایل وارد بشید
🔥 MetaGPT
Metagpt is a framework that converts a simple text description of the problem into a full package of design documentation and code!
🌟 He models the work of an IT company, assigning various roles, such as a product manager, project manager, engineer and others, each of which corresponds to an agent based on a large language model. These agents interact with each other, following standardized operating procedures (SOP), which allows you to effectively develop complex software products.
🔐 License: MIT
🖥 Github
#پایتون #علم_داده
🆔 @Python4all_pro
Metagpt is a framework that converts a simple text description of the problem into a full package of design documentation and code!
🌟 He models the work of an IT company, assigning various roles, such as a product manager, project manager, engineer and others, each of which corresponds to an agent based on a large language model. These agents interact with each other, following standardized operating procedures (SOP), which allows you to effectively develop complex software products.
🔐 License: MIT
🖥 Github
#پایتون #علم_داده
🆔 @Python4all_pro
ERD Lab
Erd Lab is a free online tool designed for professional design and visualization of databases using the “Essence-Svyaz” diagrams (ERD)! It allows you to import existing SQL scripts or create new databases without the need to write code, which simplifies the process of developing and documenting data structures.
🔗 link: https://erdlab.io/#home
#پایتون #علم_داده
🆔 @Python4all_pro
Erd Lab is a free online tool designed for professional design and visualization of databases using the “Essence-Svyaz” diagrams (ERD)! It allows you to import existing SQL scripts or create new databases without the need to write code, which simplifies the process of developing and documenting data structures.
🔗 link: https://erdlab.io/#home
#پایتون #علم_داده
🆔 @Python4all_pro
این دوره کوتاه Secure Coding in Python رو جایی ذخیره کنید و حتما ببینید و برای دوستانتون هم بفرستید تا با آسیب‌پذیری‌های رایج در اپلیکیشن‌های پایتون آشنا بشید و بتونید اپلیکیشن‌های پایتون امن‌تری توسعه دهید
https://downloadly.ir/elearning/video-tutorials/secure-coding-in-python/
#پایتون
🆔 @Python4all_pro
https://downloadly.ir/elearning/video-tutorials/secure-coding-in-python/
#پایتون
🆔 @Python4all_pro
Top YouTube Channels for Data Science:
1. Python
- Channel: Nicholas Renotte
- Full Course: 5 hours 45 minutes
https://youtube.com/watch?v=yGN28LY5VuA
2. SQL
- Channel: Luke Barousse
- Full Course: 4 hours 8 minutes
https://youtube.com/watch?v=7mz73uXD9DA
3. Excel
- Channel: Luke Barousse
- Full Course: 11 hours
https://youtube.com/watch?v=pCJ15nGFgVg
4. Tableau
- Channel: Data with Baraa
- Full Course: 21 hours
https://youtube.com/watch?v=K3pXnbniUcM
5. Power BI
- Channel: WSCube Tech
- Full Course: 3 hours
https://youtube.com/watch?v=_76bzIuz-dU
6. Statistics
- Channel: Krish Naik
- Full Course: 6 hours
https://youtube.com/watch?v=LZzq1zSL1bs
7. Machine Learning
- Channel: sentdex
- Total Videos: 72
https://youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v
8. Deep Learning
- Channel: Stat Quest
- Total Videos: 30
https://youtube.com/playlist?list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1
9. Data Analyst Complete Bootcamp
- Channel: Alex The Analyst
- Full Course: 24 hours
https://youtube.com/watch?v=wQQR60KtnFY
#پایتون #علم_داده
🆔 @Python4all_pro
1. Python
- Channel: Nicholas Renotte
- Full Course: 5 hours 45 minutes
https://youtube.com/watch?v=yGN28LY5VuA
2. SQL
- Channel: Luke Barousse
- Full Course: 4 hours 8 minutes
https://youtube.com/watch?v=7mz73uXD9DA
3. Excel
- Channel: Luke Barousse
- Full Course: 11 hours
https://youtube.com/watch?v=pCJ15nGFgVg
4. Tableau
- Channel: Data with Baraa
- Full Course: 21 hours
https://youtube.com/watch?v=K3pXnbniUcM
5. Power BI
- Channel: WSCube Tech
- Full Course: 3 hours
https://youtube.com/watch?v=_76bzIuz-dU
6. Statistics
- Channel: Krish Naik
- Full Course: 6 hours
https://youtube.com/watch?v=LZzq1zSL1bs
7. Machine Learning
- Channel: sentdex
- Total Videos: 72
https://youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v
8. Deep Learning
- Channel: Stat Quest
- Total Videos: 30
https://youtube.com/playlist?list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1
9. Data Analyst Complete Bootcamp
- Channel: Alex The Analyst
- Full Course: 24 hours
https://youtube.com/watch?v=wQQR60KtnFY
#پایتون #علم_داده
🆔 @Python4all_pro
Google just dropped a new Generative AI Python library for SQL Databases.
Introducing Google GenAI Toolbox :
1. An open-source server designed to simplify building Gen AI tools for your databases. It streamlines development, letting you integrate powerful data tools with just a few lines of code.
2. Centralized Control
It serves as a centralized control plane between your app’s orchestration framework and your database, making it easy to distribute, update, and share AI tools across your projects
3. SQL & AI Best Practices
Enjoy best practices out-of-the-box: improved performance, robust security with integrated auth, and end-to-end observability via built-in OpenTelemetry support keep your systems reliable and efficient
With seamless integration into popular frameworks like LangChain, the Google GenAI Toolbox empowers you to quickly deploy and scale Gen AI solutions.
Learn more and get started here: https://googleapis.github.io/genai-toolbox/getting-started/introduction/
#پایتون
🆔 @Python4all_pro
Introducing Google GenAI Toolbox :
1. An open-source server designed to simplify building Gen AI tools for your databases. It streamlines development, letting you integrate powerful data tools with just a few lines of code.
2. Centralized Control
It serves as a centralized control plane between your app’s orchestration framework and your database, making it easy to distribute, update, and share AI tools across your projects
3. SQL & AI Best Practices
Enjoy best practices out-of-the-box: improved performance, robust security with integrated auth, and end-to-end observability via built-in OpenTelemetry support keep your systems reliable and efficient
With seamless integration into popular frameworks like LangChain, the Google GenAI Toolbox empowers you to quickly deploy and scale Gen AI solutions.
Learn more and get started here: https://googleapis.github.io/genai-toolbox/getting-started/introduction/
#پایتون
🆔 @Python4all_pro
Python is the language to train LLMs.
Rust is the language to deploy these LLMs.
Candle is an open-source ML framework in Rust that helps you deploy LLMs efficiently.
https://github.com/huggingface/candle
#پایتون
🆔 @Python4all_pro
Rust is the language to deploy these LLMs.
Candle is an open-source ML framework in Rust that helps you deploy LLMs efficiently.
https://github.com/huggingface/candle
#پایتون
🆔 @Python4all_pro
GitHub
GitHub - huggingface/candle: Minimalist ML framework for Rust
Minimalist ML framework for Rust. Contribute to huggingface/candle development by creating an account on GitHub.
The Pandas Data Analyst Agent
Incorporates 2 agents:
- Pandas data wrangling agent
- Plotly chart visualization agent
This allows you to ingest Pandas Data Frames and ask questions, manipulate data, and report results.
How to Get Started
free tutorial here👇
https://github.com/business-science/ai-data-science-team/blob/master/examples/multiagents/pandas_data_analyst.ipynb
#پایتون #علم_داده
🆔 @Python4all_pro
Incorporates 2 agents:
- Pandas data wrangling agent
- Plotly chart visualization agent
This allows you to ingest Pandas Data Frames and ask questions, manipulate data, and report results.
How to Get Started
free tutorial here👇
https://github.com/business-science/ai-data-science-team/blob/master/examples/multiagents/pandas_data_analyst.ipynb
#پایتون #علم_داده
🆔 @Python4all_pro
با استفاده از دوره های این لیست متخصص علم داده و ماشین لرنینگ شوید ( رایگان ) :
1. Python
- From Harvard
https://cs50.harvard.edu/python/
2. SQL
- From Stanford
https://online.stanford.edu/courses/soe-ydatabases0005-databases-relational-databases-and-sql
3. Mathematics
- From MIT
https://ocw.mit.edu/search/?d=Mathematics&s=department_course_numbers.sort_coursenum
4. Excel
- From Microsoft
https://learn.microsoft.com/training/paths/modern-analytics/
5. Power BI
- From Microsoft
http://learn.microsoft.com/collections/m14nt4rdwnwp04
6. Data Visualization
- From Harvard
https://pll.harvard.edu/course/data-science-visualization
7. Data Analysis
- From IBM
https://skillsbuild.org/adult-learners/explore-learning/data-analyst
8. Data Science using Python
- From Saylor Academy
https://learn.saylor.org/course/view.php?id=504
9. Machine Learning
- From Google
https://developers.google.com/machine-learning/crash-course
10. Deep Learning
- From MIT
https://introtodeeplearning.com
#پایتون #علم_داده
🆔 @Python4all_pro
1. Python
- From Harvard
https://cs50.harvard.edu/python/
2. SQL
- From Stanford
https://online.stanford.edu/courses/soe-ydatabases0005-databases-relational-databases-and-sql
3. Mathematics
- From MIT
https://ocw.mit.edu/search/?d=Mathematics&s=department_course_numbers.sort_coursenum
4. Excel
- From Microsoft
https://learn.microsoft.com/training/paths/modern-analytics/
5. Power BI
- From Microsoft
http://learn.microsoft.com/collections/m14nt4rdwnwp04
6. Data Visualization
- From Harvard
https://pll.harvard.edu/course/data-science-visualization
7. Data Analysis
- From IBM
https://skillsbuild.org/adult-learners/explore-learning/data-analyst
8. Data Science using Python
- From Saylor Academy
https://learn.saylor.org/course/view.php?id=504
9. Machine Learning
- From Google
https://developers.google.com/machine-learning/crash-course
10. Deep Learning
- From MIT
https://introtodeeplearning.com
#پایتون #علم_داده
🆔 @Python4all_pro
cs50.harvard.edu
CS50's Introduction to Programming with Python
An introduction to programming using Python, a popular language for general-purpose programming, data science, web programming, and more.
Free Python repos on Google Colab to help you implement deep learning models
https://udlbook.github.io/udlbook/
#پایتون #یادگیری_ماشین
🆔 @Python4all_pro
https://udlbook.github.io/udlbook/
#پایتون #یادگیری_ماشین
🆔 @Python4all_pro
دوره رایگان تحلیل داده ها با پایتون از IBM
در این دوره کار با کتابخانه های NumPy و Pandas را یاد بگیرید
https://cognitiveclass.ai/courses/data-analysis-python
#pandas #Python #library
#علم_داده
🆔 @Python4all_pro
در این دوره کار با کتابخانه های NumPy و Pandas را یاد بگیرید
https://cognitiveclass.ai/courses/data-analysis-python
#pandas #Python #library
#علم_داده
🆔 @Python4all_pro
cognitiveclass.ai
Data Analysis with Python
Learn modern techniques of Data Analysis using Python and popular open-source libraries like pandas, scikit-learn and numpy and transform data into insights.