Data Science Jupyter Notebooks
11.8K subscribers
291 photos
43 videos
9 files
859 links
Explore the world of Data Science through Jupyter Notebooksโ€”insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
Download Telegram
๐Ÿ”ฅ Trending Repository: developer-roadmap

๐Ÿ“ Description: Interactive roadmaps, guides and other educational content to help developers grow in their careers.

๐Ÿ”— Repository URL: https://github.com/kamranahmedse/developer-roadmap

๐ŸŒ Website: https://roadmap.sh

๐Ÿ“– Readme: https://github.com/kamranahmedse/developer-roadmap#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 336K stars
๐Ÿ‘€ Watchers: 6.9k
๐Ÿด Forks: 42.7K forks

๐Ÿ’ป Programming Languages: TypeScript - Astro - JavaScript - CSS - Shell

๐Ÿท๏ธ Related Topics:
#computer_science #roadmap #python_roadmap #developer_roadmap #devops_roadmap #react_roadmap #frontend_roadmap #java_roadmap #backend_roadmap #go_roadmap #angular_roadmap #nodejs_roadmap #dba_roadmap #javascript_roadmap #vue_roadmap #blockchain_roadmap #qa_roadmap #software_architect_roadmap


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: register

๐Ÿ“ Description: Grab your own sweet-looking '.is-a.dev' subdomain.

๐Ÿ”— Repository URL: https://github.com/is-a-dev/register

๐ŸŒ Website: https://docs.is-a.dev

๐Ÿ“– Readme: https://github.com/is-a-dev/register#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 7.7K stars
๐Ÿ‘€ Watchers: 27
๐Ÿด Forks: 14.2K forks

๐Ÿ’ป Programming Languages: JavaScript

๐Ÿท๏ธ Related Topics:
#dns #github_pages #website #oss #foss #domain #dev #cloudflare #subdomain #developer #free #free_domain #free_for_developers #free_for_dev


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: daytona

๐Ÿ“ Description: Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

๐Ÿ”— Repository URL: https://github.com/daytonaio/daytona

๐ŸŒ Website: https://daytona.io

๐Ÿ“– Readme: https://github.com/daytonaio/daytona#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 22.6K stars
๐Ÿ‘€ Watchers: 76
๐Ÿด Forks: 2.4K forks

๐Ÿ’ป Programming Languages: TypeScript - MDX - Go - Python - JavaScript - Astro

๐Ÿท๏ธ Related Topics:
#ai #developer_tools #code_execution #ai_agents #code_interpreter #ai_runtime #agentic_workflow #ai_sandboxes


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: klavis

๐Ÿ“ Description: Klavis AI (YC X25): MCP integration layers that let AI agents use thousands of tools reliably.

๐Ÿ”— Repository URL: https://github.com/Klavis-AI/klavis

๐ŸŒ Website: https://www.klavis.ai/

๐Ÿ“– Readme: https://github.com/Klavis-AI/klavis#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 4.7K stars
๐Ÿ‘€ Watchers: 160
๐Ÿด Forks: 447 forks

๐Ÿ’ป Programming Languages: Python - TypeScript - Go - JavaScript

๐Ÿท๏ธ Related Topics:
#api #open_source #oauth2 #ai #integration #discord #mcp #developer_tools #agents #ai_agents #llm #function_calling #mcp_server #mcp_client


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: waveterm

๐Ÿ“ Description: An open-source, cross-platform terminal for seamless workflows

๐Ÿ”— Repository URL: https://github.com/wavetermdev/waveterm

๐ŸŒ Website: https://www.waveterm.dev

๐Ÿ“– Readme: https://github.com/wavetermdev/waveterm#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 11.5K stars
๐Ÿ‘€ Watchers: 46
๐Ÿด Forks: 469 forks

๐Ÿ’ป Programming Languages: Go - TypeScript - CSS - SCSS - Shell - JavaScript

๐Ÿท๏ธ Related Topics:
#windows #macos #linux #productivity #terminal #command_line #terminal_emulators #developer_tools


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: hoppscotch

๐Ÿ“ Description: Open source API development ecosystem -https://hoppscotch.io(open-source alternative to Postman, Insomnia)

๐Ÿ”— Repository URL: https://github.com/hoppscotch/hoppscotch

๐ŸŒ Website: https://hoppscotch.io

๐Ÿ“– Readme: https://github.com/hoppscotch/hoppscotch#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 75.2K stars
๐Ÿ‘€ Watchers: 505
๐Ÿด Forks: 5.3K forks

๐Ÿ’ป Programming Languages: TypeScript - Vue - Rust - JavaScript - SCSS - Handlebars

๐Ÿท๏ธ Related Topics:
#testing #api #graphql #http #vuejs #spa #tools #pwa #rest #vue #rest_api #websocket #http_client #api_client #developer_tools #api_rest #testing_tools #api_testing


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: nocobase

๐Ÿ“ Description: NocoBase is the most extensible AI-powered no-code/low-code platform for building business applications and enterprise solutions.

๐Ÿ”— Repository URL: https://github.com/nocobase/nocobase

๐ŸŒ Website: https://www.nocobase.com

๐Ÿ“– Readme: https://github.com/nocobase/nocobase#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 17.7K stars
๐Ÿ‘€ Watchers: 147
๐Ÿด Forks: 2K forks

๐Ÿ’ป Programming Languages: TypeScript - JavaScript - Smarty - Shell - Dockerfile - Less

๐Ÿท๏ธ Related Topics:
#internal_tools #crud #crm #admin_dashboard #self_hosted #web_application #project_management #salesforce #developer_tools #airtable #workflows #low_code #no_code #app_builder #internal_tool #nocode #low_code_development_platform #no_code_platform #low_code_platform #low_code_framework


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: localstack

๐Ÿ“ Description: ๐Ÿ’ป A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

๐Ÿ”— Repository URL: https://github.com/localstack/localstack

๐ŸŒ Website: https://localstack.cloud

๐Ÿ“– Readme: https://github.com/localstack/localstack#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 61.1K stars
๐Ÿ‘€ Watchers: 514
๐Ÿด Forks: 4.3K forks

๐Ÿ’ป Programming Languages: Python - Shell - Makefile - ANTLR - JavaScript - Java

๐Ÿท๏ธ Related Topics:
#python #testing #aws #cloud #continuous_integration #developer_tools #localstack


==================================
๐Ÿง  By: https://t.me/DataScienceM
โ€ข Error Handling: Always wrap dispatch logic in try-except blocks to gracefully handle network issues, authentication failures, or incorrect receiver addresses.
โ€ข Security: Never hardcode credentials directly in scripts. Use environment variables (os.environ.get()) or a secure configuration management system. Ensure starttls() is called for encrypted communication.
โ€ข Rate Limits: SMTP servers impose limits on the number of messages one can send per hour or day. Implement pauses (time.sleep()) between dispatches to respect these limits and avoid being flagged as a spammer.
โ€ข Opt-Outs: For promotional dispatches, ensure compliance with regulations (like GDPR, CAN-SPAM) by including clear unsubscribe options.

Concluding Thoughts

Automating electronic message dispatch empowers users to scale their communication efforts with remarkable efficiency. By leveraging Python's native capabilities, anyone can construct a powerful, flexible system for broadcasting anything from routine updates to extensive promotional campaigns. The journey into programmatic dispatch unveils a world of streamlined operations and enhanced communicative reach.

#python #automation #email #smtplib #emailautomation #programming #scripting #communication #developer #efficiency

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”
By: @DataScienceN โœจ
๐Ÿ”ฅ Trending Repository: it-tools

๐Ÿ“ Description: Collection of handy online tools for developers, with great UX.

๐Ÿ”— Repository URL: https://github.com/CorentinTh/it-tools

๐ŸŒ Website: https://it-tools.tech

๐Ÿ“– Readme: https://github.com/CorentinTh/it-tools#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 34.6K stars
๐Ÿ‘€ Watchers: 148
๐Ÿด Forks: 4.3K forks

๐Ÿ’ป Programming Languages: Vue - TypeScript - JavaScript

๐Ÿท๏ธ Related Topics:
#javascript #productivity #converter #website #vuejs #typescript #tools #frontend #tool #developer_tools #developer_productivity


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: DeepAudit

๐Ÿ“ Description: DeepAudit๏ผšไบบไบบๆ‹ฅๆœ‰็š„ AI ้ป‘ๅฎขๆˆ˜้˜Ÿ๏ผŒ่ฎฉๆผๆดžๆŒ–ๆŽ˜่งฆๆ‰‹ๅฏๅŠใ€‚ๅ›ฝๅ†…้ฆ–ไธชๅผ€ๆบไปฃ็ ๆผๆดžๆŒ–ๆŽ˜ๅคšๆ™บ่ƒฝไฝ“็ณป็ปŸใ€‚ๅฐ็™ฝไธ€้”ฎ้ƒจ็ฝฒ่ฟ่กŒ๏ผŒ่‡ชไธปๅไฝœๅฎก่ฎก + ่‡ชๅŠจๅŒ–ๆฒ™็ฎฑ PoC ้ชŒ่ฏใ€‚ๆ”ฏๆŒ Ollama ็งๆœ‰้ƒจ็ฝฒ ๏ผŒไธ€้”ฎ็”ŸๆˆๆŠฅๅ‘Šใ€‚โ€‹่ฎฉๅฎ‰ๅ…จไธๅ†ๆ˜‚่ดต๏ผŒ่ฎฉๅฎก่ฎกไธๅ†ๅคๆ‚ใ€‚

๐Ÿ”— Repository URL: https://github.com/lintsinghua/DeepAudit

๐ŸŒ Website: https://xcodereviewer-preview.vercel.app

๐Ÿ“– Readme: https://github.com/lintsinghua/DeepAudit#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 1.9K stars
๐Ÿ‘€ Watchers: 13
๐Ÿด Forks: 207 forks

๐Ÿ’ป Programming Languages: Python - TypeScript - Shell - PowerShell - CSS - PLpgSQL

๐Ÿท๏ธ Related Topics:
#react #typescript #ai #developer_tools #code_review #code_quality #security_scanner #devsecops #vulnerability_scanner #sast #xai #code_audit #vite #bug_detection #supabase #llm #google_gemini


==================================
๐Ÿง  By: https://t.me/DataScienceM
โค1