the-algorithm
Twitter has its X recommendation algorithm open-sourced 🔥
This repo lets developers see exactly how the algorithm works. How tweets are ranked, how engagement is predicted, and how content gets surfaced in feeds. It’s a rare look into the logic behind one of the biggest social platforms.
If you’ve ever wondered how social ranking actually works or want to learn real-world recommendation systems from production-scale code, this is worth exploring :)
Creator: twitter
Stars ⭐️: 69,000
Forked by: 13,000
Github Repo:
https://github.com/twitter/the-algorithm
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Twitter has its X recommendation algorithm open-sourced 🔥
This repo lets developers see exactly how the algorithm works. How tweets are ranked, how engagement is predicted, and how content gets surfaced in feeds. It’s a rare look into the logic behind one of the biggest social platforms.
If you’ve ever wondered how social ranking actually works or want to learn real-world recommendation systems from production-scale code, this is worth exploring :)
Creator: twitter
Stars ⭐️: 69,000
Forked by: 13,000
Github Repo:
https://github.com/twitter/the-algorithm
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - twitter/the-algorithm: Source code for the X Recommendation Algorithm
Source code for the X Recommendation Algorithm. Contribute to twitter/the-algorithm development by creating an account on GitHub.
❤5👍1
dlt
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
Creator: dlt-hub
Stars ⭐️: 4579
Forked by: 394
Github Repo:
https://github.com/dlt-hub/dlt
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
Creator: dlt-hub
Stars ⭐️: 4579
Forked by: 394
Github Repo:
https://github.com/dlt-hub/dlt
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - dlt-hub/dlt: data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️ - GitHub - dlt-hub/dlt: data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
❤2
Media is too big
VIEW IN TELEGRAM
OnSpace Mobile App builder: Build AI Apps in minutes
With OnSpace, you can build website or AI Mobile Apps by chatting with AI, and publish to PlayStore or AppStore.
🔥 What will you get:
• 🤖 Create app or website by chatting with AI;
• 🧠 Integrate with Any top AI power just by giving order (like Sora2, Nanobanan Pro & Gemini 3 Pro);
• 📦 Download APK,AAB file, publish to AppStore.
• 💳 Add payments and monetize like in-app-purchase and Stripe.
• 🔐 Functional login & signup.
• 🗄 Database + dashboard in minutes.
• 🎥 Full tutorial on YouTube and within 1 day customer service
🌐 Visit website:
👉 https://www.onspace.ai/?via=tg_bigdata
📲 Or Download app:
👉 https://onspace.onelink.me/za8S/h1jb6sb9?c=bigdata
With OnSpace, you can build website or AI Mobile Apps by chatting with AI, and publish to PlayStore or AppStore.
🔥 What will you get:
• 🤖 Create app or website by chatting with AI;
• 🧠 Integrate with Any top AI power just by giving order (like Sora2, Nanobanan Pro & Gemini 3 Pro);
• 📦 Download APK,AAB file, publish to AppStore.
• 💳 Add payments and monetize like in-app-purchase and Stripe.
• 🔐 Functional login & signup.
• 🗄 Database + dashboard in minutes.
• 🎥 Full tutorial on YouTube and within 1 day customer service
🌐 Visit website:
👉 https://www.onspace.ai/?via=tg_bigdata
📲 Or Download app:
👉 https://onspace.onelink.me/za8S/h1jb6sb9?c=bigdata
❤3
containerd
An open and reliable container runtime
Creator: containerd
Stars ⭐️: 19747
Forked by: 3699
Github Repo:
https://github.com/containerd/containerd
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
An open and reliable container runtime
Creator: containerd
Stars ⭐️: 19747
Forked by: 3699
Github Repo:
https://github.com/containerd/containerd
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - containerd/containerd: An open and reliable container runtime
An open and reliable container runtime. Contribute to containerd/containerd development by creating an account on GitHub.
❤3
GRDB.swift
A toolkit for SQLite databases, with a focus on application development
Creator: groue
Stars ⭐️: 7974
Forked by: 806
Github Repo:
https://github.com/groue/GRDB.swift
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
A toolkit for SQLite databases, with a focus on application development
Creator: groue
Stars ⭐️: 7974
Forked by: 806
Github Repo:
https://github.com/groue/GRDB.swift
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - groue/GRDB.swift: A toolkit for SQLite databases, with a focus on application development
A toolkit for SQLite databases, with a focus on application development - groue/GRDB.swift
lima
Linux virtual machines, with a focus on running containers
Creator: lima-vm
Stars ⭐️: 19250
Forked by: 768
Github Repo:
https://github.com/lima-vm/lima
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Linux virtual machines, with a focus on running containers
Creator: lima-vm
Stars ⭐️: 19250
Forked by: 768
Github Repo:
https://github.com/lima-vm/lima
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - lima-vm/lima: Linux virtual machines, with a focus on running containers
Linux virtual machines, with a focus on running containers - lima-vm/lima
❤2
gopeed
A modern download manager that supports all platforms. Built with Golang and Flutter.
Creator: GopeedLab
Stars ⭐️: 21842
Forked by: 1508
Github Repo:
https://github.com/GopeedLab/gopeed
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
A modern download manager that supports all platforms. Built with Golang and Flutter.
Creator: GopeedLab
Stars ⭐️: 21842
Forked by: 1508
Github Repo:
https://github.com/GopeedLab/gopeed
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - GopeedLab/gopeed: A modern download manager that supports all platforms. Built with Golang and Flutter.
A modern download manager that supports all platforms. Built with Golang and Flutter. - GopeedLab/gopeed
❤2
discordo
A lightweight, secure, and feature-rich Discord terminal (TUI) client.
Creator: ayn2op
Stars ⭐️: 4071
Forked by: 140
Github Repo:
https://github.com/ayn2op/discordo
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
A lightweight, secure, and feature-rich Discord terminal (TUI) client.
Creator: ayn2op
Stars ⭐️: 4071
Forked by: 140
Github Repo:
https://github.com/ayn2op/discordo
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - ayn2op/discordo: A lightweight, secure, and feature-rich Discord terminal (TUI) client.
A lightweight, secure, and feature-rich Discord terminal (TUI) client. - ayn2op/discordo
❤3
Dear friends 😊,
I want 2026 to be a year of bonding, connections, and real conversations 🤗
For years, we have shared courses, resources, news, and knowledge. But I want to talk with you, ask questions, give answers, and learn together.
With over 10 years in data science, software engineering, and AI 🤓, I have built and shipped real world systems that generated millions of dollars. I have made mistakes, learned valuable lessons, and I am always happy to share my experience openly.
❓ Feel free to ask me anything
Career, learning paths, real projects, tech decisions, or doubts.
This is why I am reminding you that each channel has its own discussion group.
You can open it via
or via the links below 👇
📌 Channels and their discussion groups
• Free courses by Big Data Specialist
→ linked discussion group
• Data Science / ML / AI
→ linked discussion group
• GitHub Repositories
→ linked discussion group
• Coding Interview Preparation
→ linked discussion group
• Data Visualization
→ linked discussion group
• Python Learning
→ linked discussion group
• Tech News
→ linked discussion group
• Logic Quest
→ linked discussion group
• Data Science Research Papers
→ linked discussion group
• Web Development
→ linked discussion group
• AI Revolution
→ linked discussion group
• Talks with ChatGPT
→ linked discussion group
• Programming Memes
→ linked discussion group
• Code Comics
→ linked discussion group
💬 Join the conversations, ask questions, share your journey.
Looking forward to connecting with you all 🚀
I will share this message across all our channels so everyone can see it. Hope you do not mind 🙏
See you in the discussions 👋
I want 2026 to be a year of bonding, connections, and real conversations 🤗
For years, we have shared courses, resources, news, and knowledge. But I want to talk with you, ask questions, give answers, and learn together.
With over 10 years in data science, software engineering, and AI 🤓, I have built and shipped real world systems that generated millions of dollars. I have made mistakes, learned valuable lessons, and I am always happy to share my experience openly.
❓ Feel free to ask me anything
Career, learning paths, real projects, tech decisions, or doubts.
This is why I am reminding you that each channel has its own discussion group.
You can open it via
channel name → Discuss button
or via the links below 👇
📌 Channels and their discussion groups
• Free courses by Big Data Specialist
→ linked discussion group
• Data Science / ML / AI
→ linked discussion group
• GitHub Repositories
→ linked discussion group
• Coding Interview Preparation
→ linked discussion group
• Data Visualization
→ linked discussion group
• Python Learning
→ linked discussion group
• Tech News
→ linked discussion group
• Logic Quest
→ linked discussion group
• Data Science Research Papers
→ linked discussion group
• Web Development
→ linked discussion group
• AI Revolution
→ linked discussion group
• Talks with ChatGPT
→ linked discussion group
• Programming Memes
→ linked discussion group
• Code Comics
→ linked discussion group
💬 Join the conversations, ask questions, share your journey.
Looking forward to connecting with you all 🚀
I will share this message across all our channels so everyone can see it. Hope you do not mind 🙏
See you in the discussions 👋
Telegram
Programming, data science, ML - free courses by Big Data Specialist
Programming, Data and AI learning
Free courses, roadmaps and study materials.
Python, data science, ML, big data, AI, web, system design.
Join 👉 https://rebrand.ly/bigdatachannels
DMCA: @disclosure_bds
Contact: @mldatascientist
Free courses, roadmaps and study materials.
Python, data science, ML, big data, AI, web, system design.
Join 👉 https://rebrand.ly/bigdatachannels
DMCA: @disclosure_bds
Contact: @mldatascientist
❤4
material-ui
Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.
Creator: mui
Stars ⭐️: 97327
Forked by: 32782
Github Repo:
https://github.com/mui/material-ui
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.
Creator: mui
Stars ⭐️: 97327
Forked by: 32782
Github Repo:
https://github.com/mui/material-ui
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - mui/material-ui: Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.
Material UI: Comprehensive React component library that implements Google's Material Design. Free forever. - mui/material-ui
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
Creator: facebookresearch
Stars ⭐️: 3338
Forked by: 493
Github Repo:
https://github.com/facebookresearch/habitat-sim
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
A flexible, high-performance 3D simulator for Embodied AI research.
Creator: facebookresearch
Stars ⭐️: 3338
Forked by: 493
Github Repo:
https://github.com/facebookresearch/habitat-sim
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - facebookresearch/habitat-sim: A flexible, high-performance 3D simulator for Embodied AI research.
A flexible, high-performance 3D simulator for Embodied AI research. - facebookresearch/habitat-sim
❤2
memos
An open-source, self-hosted note-taking service. Your thoughts, your data, your control no tracking, no ads, no subnoscription fees.
Creator: usememos
Stars ⭐️: 52667
Forked by: 3780
Github Repo:
https://github.com/usememos/memos
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
An open-source, self-hosted note-taking service. Your thoughts, your data, your control no tracking, no ads, no subnoscription fees.
Creator: usememos
Stars ⭐️: 52667
Forked by: 3780
Github Repo:
https://github.com/usememos/memos
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - usememos/memos: An open-source, self-hosted note-taking service. Your thoughts, your data, your control — no tracking…
An open-source, self-hosted note-taking service. Your thoughts, your data, your control — no tracking, no ads, no subnoscription fees. - usememos/memos
❤2👍1
openai-cookbook
Examples and guides for using the OpenAI API
Creator: openai
Stars ⭐️: 70860
Forked by: 11858
Github Repo:
https://github.com/openai/openai-cookbook
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Examples and guides for using the OpenAI API
Creator: openai
Stars ⭐️: 70860
Forked by: 11858
Github Repo:
https://github.com/openai/openai-cookbook
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - openai/openai-cookbook: Examples and guides for using the OpenAI API
Examples and guides for using the OpenAI API. Contribute to openai/openai-cookbook development by creating an account on GitHub.
❤4
zcash
Zcash - Internet Money
Creator: zcash
Stars ⭐️: 5286
Forked by: 2145
Github Repo:
https://github.com/zcash/zcash
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Zcash - Internet Money
Creator: zcash
Stars ⭐️: 5286
Forked by: 2145
Github Repo:
https://github.com/zcash/zcash
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - zcash/zcash: Zcash - Internet Money
Zcash - Internet Money. Contribute to zcash/zcash development by creating an account on GitHub.
❤1
PowerToys
Microsoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks
Creator: microsoft
Stars ⭐️: 127749
Forked by: 7588
Github Repo:
https://github.com/microsoft/PowerToys
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Microsoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks
Creator: microsoft
Stars ⭐️: 127749
Forked by: 7588
Github Repo:
https://github.com/microsoft/PowerToys
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - microsoft/PowerToys: Microsoft PowerToys is a collection of utilities that supercharge productivity and customization…
Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows - microsoft/PowerToys
❤1
pydantic
Data validation using Python type hints
Creator: pydantic
Stars ⭐️: 25878
Forked by: 2327
Github Repo:
https://github.com/pydantic/pydantic
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Data validation using Python type hints
Creator: pydantic
Stars ⭐️: 25878
Forked by: 2327
Github Repo:
https://github.com/pydantic/pydantic
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - pydantic/pydantic: Data validation using Python type hints
Data validation using Python type hints. Contribute to pydantic/pydantic development by creating an account on GitHub.
❤3
open-source-cs
This repository is a carefully curated path to master Computer Science using only high-quality open source resources. It covers data structures, algorithms, operating systems, databases, networking, distributed systems, and system design. Think of it as a self-taught CS degree done right, with links to lectures, books, and practice materials.
Creator: ForrestKnight
Stars ⭐️: 21,100
Forked by: 3,100
Github Repo:
https://github.com/ForrestKnight/open-source-cs
#ComputerScience #SelfTaught #opensource
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
This repository is a carefully curated path to master Computer Science using only high-quality open source resources. It covers data structures, algorithms, operating systems, databases, networking, distributed systems, and system design. Think of it as a self-taught CS degree done right, with links to lectures, books, and practice materials.
Creator: ForrestKnight
Stars ⭐️: 21,100
Forked by: 3,100
Github Repo:
https://github.com/ForrestKnight/open-source-cs
#ComputerScience #SelfTaught #opensource
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - ForrestKnight/open-source-cs: Video discussing this curriculum:
Video discussing this curriculum:. Contribute to ForrestKnight/open-source-cs development by creating an account on GitHub.
❤6
astro
The web framework for content-driven websites.
Creator: withastro
Stars ⭐️: 55434
Forked by: 3062
Github Repo:
https://github.com/withastro/astro
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
The web framework for content-driven websites.
Creator: withastro
Stars ⭐️: 55434
Forked by: 3062
Github Repo:
https://github.com/withastro/astro
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - withastro/astro: The web framework for content-driven websites. ⭐️ Star to support our work!
The web framework for content-driven websites. ⭐️ Star to support our work! - withastro/astro
awesome-interview-questions
A massive collection of interview questions for software engineers, data scientists, QA testers, DevOps, and mobile developers. Categorized by role and technology.
Creator: DOP251
Stars ⭐️: 80,500
Forked by: 9,300
Github Repo:
https://github.com/DopplerHQ/awesome-interview-questions
#Interviews #Careers #Tech
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
A massive collection of interview questions for software engineers, data scientists, QA testers, DevOps, and mobile developers. Categorized by role and technology.
Creator: DOP251
Stars ⭐️: 80,500
Forked by: 9,300
Github Repo:
https://github.com/DopplerHQ/awesome-interview-questions
#Interviews #Careers #Tech
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - DopplerHQ/awesome-interview-questions: :octocat: A curated awesome list of lists of interview questions. Feel free to…
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board: - GitHub - DopplerHQ/awesome-interview-questions: :octocat: A curated awesome list of list...
❤1
public-apis
A collaborative list of public APIs for developers
Creator: marcelscruz
Stars ⭐️: 7487
Forked by: 691
Github Repo:
https://github.com/marcelscruz/public-apis
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
A collaborative list of public APIs for developers
Creator: marcelscruz
Stars ⭐️: 7487
Forked by: 691
Github Repo:
https://github.com/marcelscruz/public-apis
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - marcelscruz/public-apis: A collaborative list of public APIs for developers
A collaborative list of public APIs for developers - marcelscruz/public-apis
developer-roadmap
Interactive and visual roadmaps for frontend, backend, DevOps, data engineering, AI, QA, and more. Shows exactly what to learn, in what order, and why.
Creator: kamranahmedse
Stars ⭐️: 348,000
Forked by: 43,700
Github Repo:
https://github.com/kamranahmedse/developer-roadmap
#Roadmap #Careers #Developers
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
Interactive and visual roadmaps for frontend, backend, DevOps, data engineering, AI, QA, and more. Shows exactly what to learn, in what order, and why.
Creator: kamranahmedse
Stars ⭐️: 348,000
Forked by: 43,700
Github Repo:
https://github.com/kamranahmedse/developer-roadmap
#Roadmap #Careers #Developers
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @github_repositories_bds for more cool repositories. This channel belongs to @bigdataspecialist group
GitHub
GitHub - kamranahmedse/developer-roadmap: Interactive roadmaps, guides and other educational content to help developers grow in…
Interactive roadmaps, guides and other educational content to help developers grow in their careers. - kamranahmedse/developer-roadmap
❤4