Interview: AI Engineering (LLM, RAG, Evaluation) — Full course
Course content
24 topics • 0 videos • 0m
Agents and Tool Use
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الوكلاء ووظائف الأدوات — متى يستحقون التكلفة؟
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Arabic and Low-Resource NLP
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العربية ومعالجة اللغة الطبيعية للغات منخفضة الموارد
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Chunking
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درس: Chunking — القرارات التي تحدد جودة الاسترجاع
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Embeddings and Vector Stores
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Embeddings والتشابه وVector Stores
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Evaluating RAG
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تقييم نظام RAG
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Fine-tune vs RAG vs Prompt
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Fine-tuning أم RAG أم Prompting؟ كيف تختار وتدافع عن القرار
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Hallucination and Guardrails
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الهلوسة والـGrounding والـGuardrails
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Prompting and Decoding
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Prompting والسياق وDecoding
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Retrieval and Reranking
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الاسترجاع — Dense وLexical وHybrid وReranking
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The Relevance Floor
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Relevance Floor — ومتى يجب أن يقول النظام: «لا أعلم»
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Transformers and Attention
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Transformers وAttention — بالقدر الكافي للمقابلات التقنية
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What the Round Tests
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ماذا يختبر Senior AI Engineer Round؟
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