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The Udemy course ‘Üretken Yapay Zeka (Generative AI)’ is an exceptional resource for anyone interested in the rapidly evolving field of generative artificial intelligence in 2023. As AI technologies like ChatGPT, Bing, and Google Bard gain popularity and user adoption soars, understanding how to harness these powerful tools becomes essential. This course is designed to answer the critical question: what can you do with generative AI and how? It starts with foundational concepts such as machine learning and neural networks, making it accessible even for beginners. The course then delves deeply into large language models, covering transformer architecture, prompt design, and practical applications using both APIs and open-source models. Students learn to implement NLP functions like sentiment analysis, text generation, translation, summarization, and image creation through hands-on Python coding exercises. Notably, the course explores advanced techniques such as Retrieval-Augmented Generation (RAG), LLM chains, agents, and tools, expanding your ability to push AI boundaries. Additional modules focus on building chatbots with Chat Completion APIs and working with Visual Language Models for tasks like extracting invoice data from images. The course’s structure ensures not only theoretical understanding but also practical skills, reinforced with quizzes and 28 real-world Python projects. If you’re eager to integrate generative AI into your work or projects, this course equips you with the knowledge and skills to do so confidently.
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