Enroll Course: https://www.udemy.com/course/applied-nlp-with-python/
If you’re eager to dive into the fascinating world of Natural Language Processing (NLP) and Generative AI, the ‘Applied Generative AI and Natural Language Processing’ course on Udemy is an excellent choice. Designed for both beginners and experienced professionals, this course offers a thorough exploration of NLP fundamentals and advanced techniques, making it a valuable resource for anyone looking to harness AI to solve real-world problems.
The course kicks off with a solid introduction to NLP, covering essential concepts such as word embeddings, transformers, and the use of Huggingface for pre-trained models. One of the standout features is the hands-on approach to model fine-tuning, allowing learners to adapt models to specific tasks and datasets. The inclusion of vector databases and their implementation with ChromaDB provides insight into efficient information retrieval from texts.
Furthermore, the course delves into practical AI tools like OpenAI’s ChatGPT and how to integrate it into workflows using Python. It also explores prompt engineering, from basic strategies to advanced techniques like Few-Shot Prompting, Chain-of-Thought, and Retrieval-Augmented Generation (RAG). The capstone project, which involves creating a chatbot capable of interacting with a PDF document and deploying it as a web application, is particularly exciting for those interested in deploying real-world NLP solutions.
Additional modules cover open-source large language models (LLMs) such as Meta’s Llama 2, Mistral, and Mixtral, along with data augmentation techniques to improve model performance. The course’s comprehensive syllabus ensures learners acquire both theoretical knowledge and practical skills necessary for advancing their careers in AI.
In sum, this course is highly recommended for anyone seeking a deep and practical understanding of NLP and Generative AI. Whether you’re aiming to build intelligent chatbots, enhance text processing workflows, or explore cutting-edge AI tools, this course provides the guidance and resources to succeed.
Enroll Course: https://www.udemy.com/course/applied-nlp-with-python/