پایتون | Data Science | Machine Learning

Important Methods in Pandas Package


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🆔 @Python4all_pro

Methods to Read Text File



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🆔 @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/


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🆔 @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

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/




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🆔 @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

🔥 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

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

Trend chart plot using #Python



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🆔 @Python4all_pro

Graph of Sine and Cosine Functions Using #Python



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LaTeX math problem using #Python


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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)

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🆔 @Python4all_pro

#Python library for creating math animations

https://github.com/3b1b/manim

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🆔 @Python4all_pro

Online database design tool and SQL generator

https://github.com/drawdb-io/drawdb

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🆔 @Python4all_pro

Visualizing Molecular Structures from SMILES Using RDKit

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Python library for data loading

🔗 https://github.com/dlt-hub/dlt


#python #library

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Cybersecurity using #Python

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🆔 @Python4all_pro