People only know Kaggle data source

8 real-world data sources for your Machine Learning projects:

𝟭. 𝗦𝘁𝗿𝗮𝘁𝗮𝗦𝗰𝗿𝗮𝘁𝗰𝗵
→ 49+ real business datasets
→ Actual interview-style problems
→ https://lnkd.in/dkscDjvQ

𝟮. 𝗨𝗖𝗜 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝗽𝗼𝘀𝗶𝘁𝗼𝗿𝘆
→ 653+ datasets, battle-tested
→ What researchers actually use
→ https://lnkd.in/dzCUAFpH

𝟯. 𝗔𝗪𝗦 𝗣𝘂𝗯𝗹𝗶𝗰 𝗗𝗮𝘁𝗮𝘀𝗲𝘁𝘀
→ 494+ production-scale datasets
→ Learn cloud integration from day 1
→ https://lnkd.in/dAqnJHjv

𝟰. 𝗪𝗼𝗿𝗹𝗱 𝗕𝗮𝗻𝗸 𝗢𝗽𝗲𝗻 𝗗𝗮𝘁𝗮
→ Global economic/social data
→ Perfect for real-world impact projects
→ https://lnkd.in/dYu-m2PK

𝟱. 𝗗𝗮𝘁𝗮.𝗴𝗼𝘃
→ 283K+ government datasets
→ 50+ formats, serious scale
→ https://data.gov/

𝟲. 𝗚𝗼𝗼𝗴𝗹𝗲 𝗗𝗮𝘁𝗮𝘀𝗲𝘁 𝗦𝗲𝗮𝗿𝗰𝗵
→ Academic + research data
→ Find what others can't
→ https://lnkd.in/d-ziT_3z

𝟳. 𝗢𝗽𝗲𝗻𝗠𝗟
→ 5,400+ datasets with ML benchmarks
→ Compare your work to SOTA
→ https://www.openml.org/

𝗕𝗼𝗻𝘂𝘀: 𝗞𝗮𝗴𝗴𝗹𝗲
→ 274K+ datasets, can't deny the breadth
→ Just don't stop here
→ https://www.kaggle.com/

Are you looking for jobs at hotels and restaurants

https://t.me/ba_job1

Screen-Free Ideas

- Call an old friend
- Do some gardening
- Finish a task you've been putting off
- Try a new recipe
- Read a book
- Take a long walk
- Start a journal or write poetry
- Organize a space in your home (closet, desk, etc.)
- Go for a nature walk and reflect on God’s creation

BA
አሰርና ሰራተኛ አገናኝ
በሼፍ
በረ/ሼፍ
በፔስትር
ዳቦ ጋጋር
በባሬስታ
ባርማን
ካሸር
አስተናጋጅ
ፅዳት
እቃ አጣብ
ሱፐር ቫይዘር
F&B
ፑል አጫዋች እና ..........ሌልችንም....
በአጠቃላይና ተመላላሽ እናገናኛለን


አድራሻ:-ቦሌ ቡልቡላ
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Why do Vercel is not working....

Luxembourg 🇱🇺 jobs. You do not need an agent to get a job in Luxembourg 🇱🇺 . All you need is the right websites to apply for legit jobs.
Get a good cv and cover letter and send it to these 👇🏻👇🏻 Websites Applicatio

Jobs.lu

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Send your cv to the above websites
Good luck
©️Renis Annet

fastapi – main framework
uvicorn – ASGI server
sqlalchemy/asyncpg – DB ORM/engine for PostgreSQL
alembic – DB migrations
psycopg2-binary – used for database CLI tasks by alembic (optional but handy)
python-jose[cryptography], passlib[bcrypt] – for JWT and password security/auth
python-dotenv – for environment variable management
pydantic – for schema validation (required by FastAPI)

𝗛𝗮𝘀𝗮𝗯 𝗔𝗜 𝗟𝗮𝘂𝗻𝗰𝗵𝗲𝘀 𝗠𝘂𝗹𝘁𝗶𝗹𝗶𝗻𝗴𝘂𝗮𝗹 𝗠𝗲𝗲𝘁𝗶𝗻𝗴 𝗡𝗼𝘁𝗲-𝗧𝗮𝗸𝗶𝗻𝗴 𝗧𝗼𝗼𝗹 𝗳𝗼𝗿 𝗘𝘁𝗵𝗶𝗼𝗽𝗶𝗮𝗻 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀

Ethiopian speech-recognition startup Hasab AI has introduced a multilingual, AI-powered meeting note-taking feature, targeting the failure of global platforms to handle low-resource languages.

The new feature supports Amharic, Afaan Oromo, and English, and integrates directly with Google Meet, Microsoft Teams, Zoom, and Webex.

In addition, it generates real-time transcripts with speaker attribution and timestamps, produces structured summaries in English, and delivers action points and key insights.

Read the full story.

https://shega.co/news/hasab-ai-launches-multilingual-meeting-note-taking-tool-for-ethiopian-languages

We’re excited to open applications for a Web Developer Intern!

At Talent Place Africa, we’re passionate about creating opportunities for young people to grow, learn, and gain real-world tech experience. We’re currently looking for a curious, motivated Web Developer Intern to join us on a 12-month remote internship.

📍 Based in Johannesburg (remote-friendly)

If you have a basic understanding of HTML, CSS, and JavaScript, enjoy problem-solving, and are eager to build your skills while working with a supportive team, we’d love to hear from you.

A few basics to note:
– NQF Level 6
– Own laptop & reliable internet
– Aged 18–35
– Interest in databases, websites, and technical support

📅 Applications close: 30 December 2025

📧 Send your CV to jobs@talentplace.africa
📝 Please use: Application Web Developer Intern as the email subject

Know someone who’s starting their journey in web development? Tag them or share this post — it might be the opportunity they’ve been waiting for 💡

The cat is finally out of the bag!🥳

We’re excited to officially announce our partnership with Gebeya Inc. for the Innovate with Gebeya Dala | AI Buildathon🔥

What started as a simple poll on our channel and a Linkedln post quickly turned into a conversation with Amadou አማዱ Daffe and into something much bigger!

This idea has grown into a full buildathon with 180+ applicants from 30+ schools and a few universities across Addis Ababa — and the momentum keeps building!

Due to the number of messages and requests we’ve been receiving, we’ve decided to extend the application window for a few more days.

And yes, there’s more on the line: the winner will secure an internship with Gebeya Inc. over the summer of 2026👀

If you haven’t applied yet, this is your moment.

👉🏽Scan the QR code or apply here:
https://lnkd.in/eQTi_xPd

Tag a youth based in Addis who should be building with us.👩🏽‍💻👨🏽‍💻

@eventinaddis