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03-07-2024, 09:01 AM
Post: #1
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[GET] Applied Natural Language Processing with Python
Applied Natural Language Processing with Python
Understand and implement Huggingface-Models, LLMs, Vector Databases, RAG, Prompt Engineering, and more Hot and new 875 students 5 course rating 1 rating 7.5 hours on-demand video 3 articles Description Join my comprehensive course on Natural Language Processing (NLP). The course is designed for both beginners and seasoned professionals. This course is your gateway to unlocking the immense potential of NLP in solving real-world challenges. It covers a wide range of different topics and brings you up to speed on implementing NLP solutions. Course Highlights: NLP-Introduction Gain a solid understanding of the fundamental principles that govern Natural Language Processing and its applications. Basics of NLP Word Embeddings Transformers Apply Huggingface for Pre-Trained Networks Learn about Huggingface models and how to apply them to your needs Model Fine-Tuning Sometimes pre-trained networks are not sufficient, so you need to fine-tune an existing model on your specific task and / or dataset. In this section you will learn how. Vector Databases Vector Databases make it simple to query information from texts. You will learn how they work and how to implement vector databases. Tokenization Implement Vector DB with ChromaDB Multimodal Vector DB OpenAI API OpenAI with ChatGPT provides a very powerful tool for NLP. You will learn how to make use of it via Python and integrating it in your workflow. Prompt Engineering Learn strategies to create efficient prompts Retrieval-Augmented Generation RAG Theory Implement RAG Capstone Project "Chatbot" create a chatbot to "chat" with a PDF document create a web application for the chatbot Open Source LLMs learn how to use OpenSource LLMs Data Augmentation Theory and Approaches of NLP Data Augmentation Implementation of Data Augmentation https://www.udemy.com/course/applied-nlp-with-python/?couponCode=LEARN_NLP Enjoy! |
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07-17-2024, 10:54 AM
Post: #2
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RE: [GET] Applied Natural Language Processing with Python
New Coupon:
Applied Generative AI and Natural Language Processing Understand Generative AI, Prompt Engineering, Huggingface-Models, LLMs, Vector Databases, RAG, OpenAI, Claude, Llama2 Rating: 4.4 out of 5 (223 ratings) 11,851 students 10 hours on-demand video 3 articles https://www.udemy.com/course/applied-nlp-with-python/?couponCode=SKILLUP2024_07 Enjoy! |
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