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In 2023, the rapid advancements in large language models (LLMs) have sparked a significant surge in the use of generative AI across various sectors. From popular applications like ChatGPT, Bing, and Google Bard to innovative uses in different industries, generative AI is reshaping how we interact with technology. The Coursera course titled ‘Üretken Yapay Zeka (Generative AI)’ is an excellent resource for anyone interested in diving deep into this transformative field.
This course is designed to demystify generative AI, starting with foundational concepts such as machine learning and neural networks, making it accessible for learners without prior technical background. It progresses to detailed modules on transformer architectures, prompt engineering, and the latest techniques like RAG (Retrieval Augmented Generation), LLMChain, and agent-based approaches. These are crucial for expanding the capabilities of language models and building sophisticated AI applications.
One of the standout features of this course is its practical approach. It offers extensive Python code examples for various natural language processing tasks, including sentiment analysis, text generation, translation, question-answering, summarization, and even text-to-image generation. This is invaluable for learners eager to implement AI solutions in their own projects.
Furthermore, the course covers how to deploy AI models either through APIs provided by large service providers or by running open-source models locally. Special attention is given to developing chatbots using Chat Completion APIs and integrating visual language models for applications like invoice data extraction from images.
The course structure includes quizzes and hands-on coding exercises, facilitating experiential learning. By the end of this program, participants will have gained not only theoretical knowledge but also practical skills to incorporate generative AI into their work, whether for research, development, or innovative projects.
If you’re passionate about harnessing the power of generative AI for your domain, this course is highly recommended. It bridges the gap between cutting-edge AI research and real-world application, empowering you to stay ahead in this fast-evolving landscape.
Enroll Course: https://www.udemy.com/course/uretken-yapay-zeka-genai/