{"product_id":"building-practical-skills-in-nlp-and-generative-ai","title":"Building Practical Skills in NLP and Generative AI","description":"\u003cdiv\u003e\n\u003cp\u003eWelcome to the 3-day intensive course on Building Practical Skills in NLP and Generative AI! This course is designed to equip you with a deep understanding and practical skills in the latest developments in Natural Language Processing (NLP) and Generative AI technologies.\u003c\/p\u003e\r\n\u003cp\u003eBy exploring foundational principles, advanced techniques, and real-world applications, this course will enable you to navigate and harness the capabilities of state-of-the-art AI models.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBuilding Practical Skills in NLP and Generative AI Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eThis course will address the following pain points:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eFoundation Building\u003c\/b\u003e: Gain a solid understanding of the core concepts behind Generative AI and NLP.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAdvanced Techniques\u003c\/b\u003e: Learn about the latest advancements in AI technologies including Transformers, GPT, and BERT architectures.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eHands-On Application\u003c\/b\u003e: Participate in hands-on labs to apply concepts in real-world scenarios.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eIndustry Insight\u003c\/b\u003e: Understand the applications of these technologies across various industries.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eTraining Prerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBasic knowledge of Python programming is required as labs and examples use Python.\u003c\/li\u003e\n\u003cli\u003eFamiliarity with general machine learning concepts is recommended but not essential.\u003c\/li\u003e\n\u003cli\u003eNo advanced mathematical or deep learning knowledge is required upfront.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eSkills in NLP and Generative AI Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDay 1: Foundations of Generative AI and NLP Basics\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Introduction to Generative AI\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOverview of Generative AI and its evolution.\u003c\/li\u003e\n\u003cli\u003eIntroduction to Large Language Models (LLMs).\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2: Core Concepts of NLP\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstanding Tokens, Embeddings, and Transformers.\u003c\/li\u003e\n\u003cli\u003eArchitectural insights into NLP systems.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3: Practical Applications\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExploration of real-world applications of LLMs in various sectors.\u003c\/li\u003e\n\u003cli\u003eFuture visions in AI technologies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLab 1: Hands-On with LangChain and VectorDB\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUsing LangChain tools and VectorDB for enhanced NLP workflows.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDay 2: Deep Dive into Prompt Engineering and Advanced NLP\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Prompt Engineering Essentials\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eFundamentals of crafting effective prompts for AI.\u003c\/li\u003e\n\u003cli\u003eTechniques for refining AI outputs and iterative prompt engineering.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 5: Advanced NLP Techniques\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIn-depth exploration of Bag-of-Words, TF-IDF, and modern word embeddings.\u003c\/li\u003e\n\u003cli\u003eUtilizing Python for complex NLP tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLab 2: Building Advanced NLP Models\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplementing practical NLP solutions using advanced techniques.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 6: Introduction to Sequential Models\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDeep dive into RNNs, LSTMs, and the use of attention mechanisms.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLab 3: Implementing LSTM for Text Generation\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou'll get hands-on experience with LSTMs by using them to generate text.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDay 3: Exploring Advanced Architectures and Predictive Analytics\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 7: Understanding Advanced Generative Models\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOverview of Seq2Seq, Autoencoders, and the innovation of attention in these models.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLab 4: Implementing a Seq2Seq Model for Machine Translation\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIn this lab, you will use a Seq2Seq model to build a simple machine translation system.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 8: Deep Learning Architectures\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eComparative analysis of GPT and BERT architectures.\u003c\/li\u003e\n\u003cli\u003eUnderstanding their applications and advancements.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLab 5: Applying LLMs in Predictive Analytics\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePractical session on leveraging LLMs for data augmentation and analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 9: Future of AI and Wrap-Up\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDiscussions on the ethical implications and future trends in AI.\u003c\/li\u003e\n\u003cli\u003eReview of the course content and guidance for further learning.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267A99US \/ 2026-07-22T09:00:00 \/ Aurora, CO","offer_id":47534215856347,"sku":"US-1293-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"268A69US \/ 2026-08-19T09:00:00 \/ Bellevue, WA","offer_id":47534215889115,"sku":"US-1293-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"269A71US \/ 2026-09-09T09:00:00 \/ Herndon, VA","offer_id":47572779565275,"sku":"US-1293-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"267D24US \/ 2026-07-08T09:00:00 \/ New York","offer_id":48216534810843,"sku":"US-1293-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"269A76CN \/ 2026-09-23T09:00:00 \/ 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