Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“š Cost-Effective Data Pipelines (2023)

1⃣ Join Channel Download:
https://t.me/+MhmkscCzIYQ2MmM8

2⃣ Download Book: https://t.me/c/1854405158/184

πŸ’¬ Tags: #Pipelines #Data

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Self guide to become data analyst

Data is everywhere these days, and companies of all sizes are using it to make better decisions.But how do they turn all that raw information into actionable insights?Here comes the Data Analyst πŸ’₯

#DataAnalyst #Data

https://t.me/DataScienceM β˜„οΈ
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πŸ“š Presenting Data Effectively (2017)

1⃣ Join Channel Download:
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2⃣ Download Book: https://t.me/c/1854405158/1947

πŸ’¬ Tags: #data

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πŸ”₯ Trending Repository: data-engineer-handbook

πŸ“ Description: This is a repo with links to everything you'd ever want to learn about data engineering

πŸ”— Repository URL: https://github.com/DataExpert-io/data-engineer-handbook

πŸ“– Readme: https://github.com/DataExpert-io/data-engineer-handbook#readme

πŸ“Š Statistics:
🌟 Stars: 36.3K stars
πŸ‘€ Watchers: 429
🍴 Forks: 7K forks

πŸ’» Programming Languages: Jupyter Notebook - Python - Makefile - Dockerfile - Shell

🏷️ Related Topics:
#data #awesome #sql #bigdata #dataengineering #apachespark


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πŸ”₯ Trending Repository: budibase

πŸ“ Description: Create business apps and automate workflows in minutes. Supports PostgreSQL, MySQL, MariaDB, MSSQL, MongoDB, Rest API, Docker, K8s, and more πŸš€ No code / Low code platform..

πŸ”— Repository URL: https://github.com/Budibase/budibase

🌐 Website: https://budibase.com

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

πŸ“Š Statistics:
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πŸ‘€ Watchers: 218
🍴 Forks: 1.8K forks

πŸ’» Programming Languages: TypeScript - Svelte - JavaScript - CSS - Shell - Handlebars

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πŸ”₯ Trending Repository: firecrawl

πŸ“ Description: The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data πŸ”₯

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

🌐 Website: https://firecrawl.dev

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

πŸ“Š Statistics:
🌟 Stars: 50.2K stars
πŸ‘€ Watchers: 230
🍴 Forks: 4.4K forks

πŸ’» Programming Languages: TypeScript - Python - Rust - JavaScript - Jupyter Notebook - Shell

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#markdown #crawler #data #scraper #ai #html_to_markdown #web_crawler #scraping #webscraping #rag #llm #ai_scraping


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πŸ”₯ Trending Repository: budibase

πŸ“ Description: Create business apps and automate workflows in minutes. Supports PostgreSQL, MySQL, MariaDB, MSSQL, MongoDB, Rest API, Docker, K8s, and more πŸš€ No code / Low code platform..

πŸ”— Repository URL: https://github.com/Budibase/budibase

🌐 Website: https://budibase.com

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

πŸ“Š Statistics:
🌟 Stars: 25.9K stars
πŸ‘€ Watchers: 218
🍴 Forks: 1.9K forks

πŸ’» Programming Languages: TypeScript - Svelte - JavaScript - CSS - Shell - Handlebars

🏷️ Related Topics:
#open_source #internal_tools #workflow_engine #crud_application #workflow_automation #low_code #no_code #rest_api_framework #crud_app #no_code_platform #data_apps #low_code_platform #ai_applications #data_application #workflow_apps #low_code_no_code #sql_gui #ai_app_builder #it_workflows


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πŸ”₯ Trending Repository: univer

πŸ“ Description: Build truly AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets, documents, and slides on both web and server. With Univer MCP, Univer Sheet is driven directly through natural language.

πŸ”— Repository URL: https://github.com/dream-num/univer

🌐 Website: https://univer.ai

πŸ“– Readme: https://github.com/dream-num/univer#readme

πŸ“Š Statistics:
🌟 Stars: 10.3K stars
πŸ‘€ Watchers: 87
🍴 Forks: 910 forks

πŸ’» Programming Languages: TypeScript

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πŸ”₯ Trending Repository: Java

πŸ“ Description: All Algorithms implemented in Java

πŸ”— Repository URL: https://github.com/TheAlgorithms/Java

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

πŸ“Š Statistics:
🌟 Stars: 62.8K stars
πŸ‘€ Watchers: 2.2k
🍴 Forks: 20.2K forks

πŸ’» Programming Languages: Java - Dockerfile

🏷️ Related Topics:
#search #java #algorithm #algorithms #sort #data_structures #sorting_algorithms #algorithm_challenges #hacktoberfest #algorithms_datastructures


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πŸ”₯ Trending Repository: ML-From-Scratch

πŸ“ Description: Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

πŸ”— Repository URL: https://github.com/eriklindernoren/ML-From-Scratch

πŸ“– Readme: https://github.com/eriklindernoren/ML-From-Scratch#readme

πŸ“Š Statistics:
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πŸ‘€ Watchers: 951
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πŸ’» Programming Languages: Python

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🧠 By: https://t.me/DataScienceM
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πŸ”₯ Trending Repository: Data-Science-For-Beginners

πŸ“ Description: 10 Weeks, 20 Lessons, Data Science for All!

πŸ”— Repository URL: https://github.com/microsoft/Data-Science-For-Beginners

πŸ“– Readme: https://github.com/microsoft/Data-Science-For-Beginners#readme

πŸ“Š Statistics:
🌟 Stars: 31.9K stars
πŸ‘€ Watchers: 513
🍴 Forks: 6.8K forks

πŸ’» Programming Languages: Jupyter Notebook

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🐱 5 of the Best GitHub Repos
πŸ”ƒ for Data Scientists

πŸ‘¨πŸ»β€πŸ’» When I was just starting out and trying to get into the "data" field, I had no one to guide me, nor did I know what exactly I should study. To be honest, I was confused for months and felt lost.

▢️ But doing projects was like water on fire and helped me a lot to build my skills.

γ€° Repo Awesome Data Analysis

🏷 A complete treasure trove of everything you need to start: SQL, Python, AI, data analysis, and more... In short, if you want to start from zero and strengthen your foundation, start here first.

                  
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γ€° Repo Data Scientist Handbook

🏷 A concise handbook that tells you what you need to learn and what you can ignore for now.

                  
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γ€° Repo Cookiecutter Data Science

🏷 A standard project template used by professionals. With this template, you can structure your data analysis and AI projects like a pro.

                  
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γ€° Repo Data Science Cookie Cutter

🏷 This is also a very clean project template that teaches you how to build a data project that won’t fall apart tomorrow and can be easily updated. Meaning your projects will be useful in the real world from the start.

                  
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γ€° Repo ML From Scratch

🏷 Here, the main AI algorithms are implemented from scratch in simple language. It’s great for understanding how models really work and for explaining them well in your interviews.

🌐 #Data_Science #DataScience
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