Enroll Course: https://www.udemy.com/course/applied-nlp-with-python/
If you’re eager to dive into the transformative world of Natural Language Processing (NLP) and Generative AI, the ‘Applied Generative AI and Natural Language Processing’ course on Coursera is an excellent choice. Designed for both beginners and experienced professionals, this course offers a thorough exploration of NLP fundamentals, advanced techniques, and real-world applications. Starting with a solid introduction to NLP principles, it covers essential topics such as word embeddings, transformers, and the use of Huggingface models. One of the standout features is the focus on fine-tuning pre-trained models, enabling students to customize solutions for specific tasks.
The course delves into cutting-edge concepts like vector databases, tokenization, and multimodal vector databases, empowering learners to build sophisticated NLP systems. Integration of OpenAI’s ChatGPT via Python demonstrates practical implementation, including prompt engineering and advanced prompt design strategies like Few-Shot Learning and Chain-of-Thought prompting.
A particularly interesting component is the capstone project where students develop a PDF chatbot and a web application, providing hands-on experience. Furthermore, the course explores open-source LLMs such as Meta Llama 2 and Mistral, along with data augmentation techniques to enhance model robustness.
Overall, this course is highly recommended for those looking to harness NLP and Generative AI in real-world scenarios. Its comprehensive coverage, practical projects, and focus on emerging tools make it a valuable resource for anyone aiming to stay ahead in AI technology.
Enroll Course: https://www.udemy.com/course/applied-nlp-with-python/