DeCe Data

🚀✨ In just 5 weeks, I’ve completed the RAG (Retrieval Augmented Generation) course!

📌 Key takeaways from the course:
1️⃣ What is RAG:
Combining information stored in a Knowledge Base with an LLM to search, retrieve, and enhance answers using AI.

2️⃣ Types of Search in Knowledge Bases:
🔹 Metadata Search → for filtering.
🔹 Keyword Search → for keyword-based search.
🔹 Semantic Search → for meaning-based search.

3️⃣ Vector Database:
Where information is stored in a digitized format, making it easier and faster to search.

4️⃣ Prompt Engineering:
The art of crafting accurate inputs for the LLM — a critical factor for a successful RAG system.

5️⃣ RAG Security & Cost Optimization 💡

This course has been a game-changer in understanding one of the most powerful AI techniques! 🤖

تعريف مختصر عن علم البيانات Data Science
ما هو علم البيانات؟

علم البيانات هو العلم اللي بيخلينا نفهم الأرقام والمعلومات بشكل أفضل!
يعني مثلاً، لو عندك معلومات عن الناس اللي بيزوروا موقعك أو بيتابعوك على السوشيال ميديا، تقدر تستخدم علم البيانات علشان تعرف:

مين هما؟
بيحبوا إيه؟
متى بيتفاعلوا أكتر؟
وكيف ممكن تقدر تحسن خدمتك أو منتجك؟
علم البيانات بيستخدم أدوات زي الإحصاء والبرمجة علشان يحوّل المعلومات الكتيرة إلى قرارات ذكية.
سواء كنت صاحب بيزنس، طالب، أو حتى مهتم بالتكنولوجيا – علم البيانات هيساعدك تفهم العالم بشكل أفضل.

لو حابب تتعلم علم البيانات، ابدا بخطوات بسيطة... وهتتفاجأ قد إيه هو ممتع ومفيد!
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Home - I’m MohammedAhamed Data Analyst A data analyst’s day involves gathering, cleaning, and analyzing data to drive impactful business decisions Download CV About Me Passionate Data Analyst skilled in SQL, Python, and Excel, turning data into actionable insights for business growth.Welcome to Decedat...