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Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

4.1(91 ratings) 1.407 students enrolled
Large Language Models are revolutionizing how businesses operate, from customer support to content generation. This comprehensive program takes you from LLM business strategy to production deployment, combining strategic thinking with hands-on technical skills. You'll learn to evaluate LLM opportunities, fine-tune models for specific tasks, and build production-ready applications using industry-standard tools like Hugging Face, Python, and cloud platforms. The program covers essential topics including business implementation strategies, model evaluation techniques, fine-tuning approaches, and ethical AI deployment. Whether you're a business leader seeking AI strategy insights or a technical professional building LLM applications, you'll gain practical skills to leverage these transformative technologies. By completion, you'll understand how to select appropriate models, implement custom solutions, and deploy responsible AI systems that drive real business value across industries.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION1 ay

What you'll learn

  • Large Language Modeling
  • Artificial Neural Networks
  • Business Marketing
  • Artificial Intelligence
  • Generative AI
  • LLM Application
  • Case Studies
  • Technology Roadmaps
  • Analytics
  • Market Trend
  • Business Strategy
  • Trend Analysis

Course Content

9 topics
  1. Kurs 1 Understanding Large Language Models in Business
  2. Kurs 2 GenAI and Model Selection
  3. Kurs 3 Selecting the Right LLM with Hugging Face
  4. Kurs 4 Fine-tuning Language Models for Business Tasks
  5. Kurs 5 Production AI Model Development and Ethics
  6. Kurs 6 GenAI Chatbots: Create and Deploy OpenAI-Powered Chatbots
  7. Kurs 7 Advanced RAG Patterns
  8. Kurs 8 Evaluating Large Language Model Outputs: A Practical Guide
  9. Kurs 9 Building Production-Ready Apps with Large Language Models

Details

  • ProviderCoursera
  • TypeCourse
  • CategoryData Science & AI
  • LevelIntermediate
  • Duration1 ay
  • LanguageEnglish

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Ramazan Bölükbaşı
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Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.
Nazif Bayram
$49
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