🔥 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

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

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

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

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

Methods to Read Text File



#پایتون
🆔 @Python4all_pro

Important Methods in Pandas Package


#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

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

190 Python projects

Projects


#پایتون #پروژه
🆔 @Python4all_pro

Pythonic Data Structures and Algorithms

🖥 Github



#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

Free Python repos on Google Colab to help you implement deep learning models

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

دوره رایگان مصورسازی داده ها با پایتون از IBM

در این دوره کار با کتابخانه های Matplotlib و Seaborn را یاد بگیرید
https://cognitiveclass.ai/courses/data-visualization-python



#کتابخانه #Python #library
🆔 @Python4all_pro

برآمد باد صبح و بوی نوروز
به کام دوستان و بخت پیروز

مبارک بادت این سال و همه سال
همایون بادت این روز و همه روز 

سعدی


🆔 @Python4all_pro

95 درصد تخفیف عید روی سایت قرار گرفت

یه دوره پولی هم کاملا رندوم صد در صد تخفیف خورده که خودتون برید بگردید پیداش کنید

http://zaya.io/j1ig3

دوره های اسکراچ و بازی سازی موبایلی اضافه شد

این پست ویو و لایک بالایی بخوره بازم ادامه میدیم این کارارو

یک برنامه نوشتم که خیلی ساده هرکسی خواست یک ربات تگلرام درست کنه که در اعزای هر دستوری کار خاصی بکنه دیگه کد ننویسه
کافیه توی فایل yaml دستور و بعد متن و یا فایل ها رو مشخص کنید. همین
ربات شما آماده‌ست :)

https://github.com/shabane/commodore

منبع



🆔 @Python4all_pro