Data Science Jupyter Notebooks
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Explore the world of Data Science through Jupyter Notebooksβ€”insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
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πŸ”₯ Trending Repository: awesome-learning-resources

πŸ“ Description: πŸ”₯ Awesome list of resources on Web Development.

πŸ”— Repository URL: https://github.com/lauragift21/awesome-learning-resources

πŸ“– Readme: https://github.com/lauragift21/awesome-learning-resources#readme

πŸ“Š Statistics:
🌟 Stars: 5.6K stars
πŸ‘€ Watchers: 159
🍴 Forks: 833 forks

πŸ’» Programming Languages: Not available

🏷️ Related Topics:
#javascript #css #open_source #machine_learning #pwa #ai #vue #serverless #podcast #awesome_list #developer_stories


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🧠 By: https://t.iss.one/DataScienceN
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πŸ”₯ Trending Repository: DevOps-Roadmap

πŸ“ Description: DevOps Roadmap for 2025. with learning resources

πŸ”— Repository URL: https://github.com/milanm/DevOps-Roadmap

🌐 Website: https://newsletter.techworld-with-milan.com/

πŸ“– Readme: https://github.com/milanm/DevOps-Roadmap#readme

πŸ“Š Statistics:
🌟 Stars: 16.7K stars
πŸ‘€ Watchers: 258
🍴 Forks: 2.8K forks

πŸ’» Programming Languages: Not available

🏷️ Related Topics:
#python #go #linux #docker #kubernetes #computer_science #aws #devops #roadmap #jira #continuous_integration #azure #grafana #prometheus #sre #study_plan #continous_delivery #developer_roadmap #devops_roadmap


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🧠 By: https://t.iss.one/DataScienceN
πŸ”₯ Trending Repository: resources

πŸ“ Description: Here is a list of best resources to get you started with learning how to code (mostly related to Web Development). Feel free to add your favorite resources as well and help others in their journey of learning.

πŸ”— Repository URL: https://github.com/zero-to-mastery/resources

🌐 Website: https://zero-to-mastery.github.io/resources/

πŸ“– Readme: https://github.com/zero-to-mastery/resources#readme

πŸ“Š Statistics:
🌟 Stars: 2.7K stars
πŸ‘€ Watchers: 71
🍴 Forks: 1.1K forks

πŸ’» Programming Languages: HTML - Shell - Ruby

🏷️ Related Topics:
#react #javascript #podcasts #articles #youtube_channel #programming_resources #youtube_channels #tutorial_list #developer_resources


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🧠 By: https://t.iss.one/DataScienceN
πŸ”₯ Trending Repository: agno

πŸ“ Description: High-performance runtime for multi-agent systems. Build, run and manage secure multi-agent systems in your cloud.

πŸ”— Repository URL: https://github.com/agno-agi/agno

🌐 Website: https://docs.agno.com

πŸ“– Readme: https://github.com/agno-agi/agno#readme

πŸ“Š Statistics:
🌟 Stars: 33.1K stars
πŸ‘€ Watchers: 211
🍴 Forks: 4.2K forks

πŸ’» Programming Languages: Python

🏷️ Related Topics:
#python #framework #ai #agi #developer_tools #agents


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: motia

πŸ“ Description: Modern Backend Framework that unifies APIs, background jobs, workflows, and AI Agents into a single core primitive with built-in observability and state management.

πŸ”— Repository URL: https://github.com/MotiaDev/motia

🌐 Website: https://motia.dev

πŸ“– Readme: https://github.com/MotiaDev/motia#readme

πŸ“Š Statistics:
🌟 Stars: 7.9K stars
πŸ‘€ Watchers: 54
🍴 Forks: 600 forks

πŸ’» Programming Languages: TypeScript - MDX - Python - JavaScript - CSS - Ruby

🏷️ Related Topics:
#javascript #ruby #python #api #framework #ai #backend #agi #developer_tools #agents #genai


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🧠 By: https://t.iss.one/DataScienceM
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πŸ”₯ Trending Repository: developer-roadmap

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

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

🌐 Website: https://roadmap.sh

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

πŸ“Š Statistics:
🌟 Stars: 336K stars
πŸ‘€ Watchers: 6.9k
🍴 Forks: 42.7K forks

πŸ’» Programming Languages: TypeScript - Astro - JavaScript - CSS - Shell

🏷️ 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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: register

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

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

🌐 Website: https://docs.is-a.dev

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

πŸ“Š Statistics:
🌟 Stars: 7.7K stars
πŸ‘€ Watchers: 27
🍴 Forks: 14.2K forks

πŸ’» Programming Languages: JavaScript

🏷️ Related Topics:
#dns #github_pages #website #oss #foss #domain #dev #cloudflare #subdomain #developer #free #free_domain #free_for_developers #free_for_dev


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: daytona

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

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

🌐 Website: https://daytona.io

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

πŸ“Š Statistics:
🌟 Stars: 22.6K stars
πŸ‘€ Watchers: 76
🍴 Forks: 2.4K forks

πŸ’» Programming Languages: TypeScript - MDX - Go - Python - JavaScript - Astro

🏷️ Related Topics:
#ai #developer_tools #code_execution #ai_agents #code_interpreter #ai_runtime #agentic_workflow #ai_sandboxes


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: klavis

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

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

🌐 Website: https://www.klavis.ai/

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

πŸ“Š Statistics:
🌟 Stars: 4.7K stars
πŸ‘€ Watchers: 160
🍴 Forks: 447 forks

πŸ’» Programming Languages: Python - TypeScript - Go - JavaScript

🏷️ Related Topics:
#api #open_source #oauth2 #ai #integration #discord #mcp #developer_tools #agents #ai_agents #llm #function_calling #mcp_server #mcp_client


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: waveterm

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

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

🌐 Website: https://www.waveterm.dev

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

πŸ“Š Statistics:
🌟 Stars: 11.5K stars
πŸ‘€ Watchers: 46
🍴 Forks: 469 forks

πŸ’» Programming Languages: Go - TypeScript - CSS - SCSS - Shell - JavaScript

🏷️ Related Topics:
#windows #macos #linux #productivity #terminal #command_line #terminal_emulators #developer_tools


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: hoppscotch

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

πŸ”— Repository URL: https://github.com/hoppscotch/hoppscotch

🌐 Website: https://hoppscotch.io

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

πŸ“Š Statistics:
🌟 Stars: 75.2K stars
πŸ‘€ Watchers: 505
🍴 Forks: 5.3K forks

πŸ’» Programming Languages: TypeScript - Vue - Rust - JavaScript - SCSS - Handlebars

🏷️ 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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: nocobase

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

πŸ”— Repository URL: https://github.com/nocobase/nocobase

🌐 Website: https://www.nocobase.com

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

πŸ“Š Statistics:
🌟 Stars: 17.7K stars
πŸ‘€ Watchers: 147
🍴 Forks: 2K forks

πŸ’» Programming Languages: TypeScript - JavaScript - Smarty - Shell - Dockerfile - Less

🏷️ 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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: localstack

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

πŸ”— Repository URL: https://github.com/localstack/localstack

🌐 Website: https://localstack.cloud

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

πŸ“Š Statistics:
🌟 Stars: 61.1K stars
πŸ‘€ Watchers: 514
🍴 Forks: 4.3K forks

πŸ’» Programming Languages: Python - Shell - Makefile - ANTLR - JavaScript - Java

🏷️ Related Topics:
#python #testing #aws #cloud #continuous_integration #developer_tools #localstack


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🧠 By: https://t.iss.one/DataScienceM
β€’ Error Handling: Always wrap dispatch logic in try-except blocks to gracefully handle network issues, authentication failures, or incorrect receiver addresses.
β€’ 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.
β€’ 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.
β€’ 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

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By: @DataScienceN ✨