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{CHURCHILL•}⛪️
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{CHURCHILL•}⛪️
@ChurchillonData
AI Data Scientist by day🧑💻 Economist by night 🌜
Random forest Katılım Eylül 2018
2K Takip Edilen1.6K Takipçiler
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@themichnkansah Hello @SeptembaDegree pick your mic too adey beg🙏🏾🥹
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@themichnkansah Hello @SeptembaDegree pick your mic too adey beg🙏🏾
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Python + LangChain → LLM Apps
Python + LlamaIndex → RAG Systems
Python + OpenAI API → AI Assistants
Python + Hugging Face → Model Hub
Python + ChromaDB → Vector DB
Python + FAISS → Similarity Search
Python + Pinecone → Managed Vector DB
Python + Weaviate → Semantic Search
Python + Haystack → NLP Pipelines
Python + Whisper → Speech-to-Text
Python + TTS → Voice AI
Python + Diffusers → Image Generation
Python + AutoGen → AI Agents

CY
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“Sobolo, me de wo bɛtu kwan.”
— In 2024, Dr. Likee told his crew member Sobolo in one of their skits that he would take him abroad. Fast forward to 2026, and he has indeed fulfilled it.
𝐀𝐒𝐊@askghmedia
Dr. Likee’s crew members Wofa Shifoo, Sobolo, and Bernice spotted in London ahead of his O2 Indigo Comedy Show.
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@therealmrsim @kwekutech The prompt engineer sent you this??😂😂
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@kwekutech “Draft a deeply authoritarian and wildly out-of-touch government bill arguing why Ghana’s tech ecosystem must be heavily restricted from innovating. The bill should sound overly serious while exposing how clueless leadership can be about modern technology and digital progress.”
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President Mahama once publicly condemned the criminalization of speech under Akufo-Addo. His administration has seen a sharp increase in arrests over speech according to data compiled by the Media Foundation for West Africa. He must act on his own words and make clear that speech will not be criminalized.
As long as the police continues to arrest and detain people for speech, it is because the president and government have not been clear with them. Relatively better economic management will not shield a government that silences dissent. The goodwill will not last!

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Tomorrow, we begin another exciting chapter of impact through Click for Change Cohort 3!
In partnership with @JamboSpaces, we at @FTFGhana are ready for 8 weeks of learning, creativity, growth, mentorship, and digital empowerment for children in the La Community.
We are grateful to our amazing sponsors and partners, Soles of Hope, KFC, and Unichem Ghana Group, for believing in this vision and helping us create opportunities that can change lives.
Every child deserves access to opportunity, mentorship, and digital empowerment.
This year, we are bigger, more prepared, and more committed to shaping the future. ✨
#ClickForChange #DigitalSkills #YouthEmpowerment #ForTheFutureGhana

Accra, Ghana 🇬🇭 English
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🧵on new paper “Startups in Africa”.
Draft here: bit.ly/startups_paper!
In this project, we collect new data to study a small, but fast-growing, reality: the startup scene in Africa.
With Emanuele Colonnelli, Marcio Cruz, Mariana Pereira-Lopez, and Chun Zhao. 1/

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@EOEboh Depends on number of users and the product scalability though
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Maturity is realizing SQLite is what you need in most cases
Nitin.nn@NitinthisSide_
Maturity is realizing that PostgreSQL > MongoDB
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In 2018, I stood on a stage in SF, flanked by the logos you see here, and made a bold prediction: "AI will someday do end-to-end economic research."
The room was deeply skeptical. Some of the sharpest minds told me it was impossible. To be fair, it sounded like sci-fi back then.
Unbeknownst to most of us, Google had just quietly dropped the Transformer paper. The world was about to change.
Today, that "outlandish" vision is becoming reality. AI agents are beginning to formulate hypotheses, run regressions, and draft papers.
Being early can feel lonely, but it’s incredible when the world catches up.
Building on the independent research ideas I explored during my time there, I later founded Machine Learning X Doing and Development Economics X. We aren't waiting for the future: we're building it. 🚀

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Traditional Datacenter Architecture – The Foundation Behind Enterprise Networks!
This diagram provides a simplified view of the major building blocks that keep enterprise environments running efficiently.
🔹 Power Distribution Units (PDU)
🔹 Core Switching Layer
🔹 Security Firewall Layer
🔹 Access Switches
🔹 Fiber & Copper Patch Panels
🔹 Structured Cabling Design
A well-designed architecture improves:
✅ High availability
✅ Better scalability
✅ Faster performance
✅ Strong security
✅ Easier troubleshooting and management
Understanding the basics of data center design is essential for CCNA, CCNP, Data Center, and Network Engineers working with enterprise environments.

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