#  contents

course: Academy — 54-Next-Gen-AI-GenAI-Agents-Future-Trends
module: Academy/54-Next-Gen-AI-GenAI-Agents-Future-Trends
type: material
source_url: https://personal-learn.armco.dev/files/Academy/54-Next-Gen-AI-GenAI-Agents-Future-Trends/_contents.md

---
# Next-Gen-AI-GenAI-Agents-Future-Trends (academy id=54)

62 activities

- [attendance] Attendance
- [forum] Announcements Forum
- [forum] Discussion Forum
- [page] 1.Foundations of Generative AI: An introductory Overview Page
- [page] 2.Natural Language Processing Basics Page
- [page] 3.Integrating Advanced Neural Networks with NLP for Enhanced Generative AI Applications Page
- [page] 4.Neural Networks Intro: Building Blocks for Generative AI Page
- [page] 5.Generative Models Page
- [page] 6.Exploring Foundational Models and OpenAI Page
- [page] 7.Open AI API Page
- [page] 8.Practical Applications of Langchain Page
- [page] 9.Practical API Integration and Language Model Deployment with LangChain Page
- [page] 10.Fine-Tuning Large Language Models (LLMs) Page
- [page] 11.ADVANCED TEXT PROCESSING AND EMBEDDING TECHNIQUES FOR NLP MODELS Page
- [page] 12.Implementing Efficient Document Retrieval and Chunking with Language Models Page
- [page] 13.Integrating Vector Databases and LLM Agents for Intelligent Data Retrieval and Analysis Page
- [page] 14.Developing Multimodal Systems and Chatbots: Integrating Open-Source LLMs and API Challenges Page
- [page] 15.Advanced Techniques in Vector Databases, AI-Generated Content, and Hybrid Search Implementation Page
- [page] 16.Implementing Hybrid Search with Vector Databases: Techniques in Semantic and Syntactic Document Retrieval Page
- [page] 17.Preprocessing Techniques and Challenges in Natural Language Processing (NLP) Page
- [page] 18.Text Preprocessing and Representation Techniques in Natural Language Processing (NLP) Page
- [page] 19.Exploring Text Representation Methods: Bag of Words, One-Hot Encoding, and N-Grams in NLP Page
- [page] 20.Exploration of Text Vectorization and Word Embeddings in NLP Page
- [page] 21.Advancing Word Embeddings and Overcoming Text Representation Challenges in NLP Page
- [page] 22.Building and Optimizing Word Embedding Models: Techniques, Challenges, and Applications Page
- [page] 23.Efficient Fine-Tuning Page
- [page] 24.Methods for Reducing Memory Consumption and Computational Load Page
- [page] 25.Techniques for Improving SQL Generation and Document Retrieval Page
- [resource] Session 1- Introduction to GenAI File
- [folder] Session-2-NLP Folder
- [folder] Session-3 Folder
- [folder] Session-4 Folder
- [folder] Session 5 - GANs Folder
- [folder] Session 7- code reference Folder
- [folder] Session 8 Folder
- [folder] Session 9 Folder
- [folder] Whiteboard Files for session 10 onwards Folder
- [folder] Source Code Files for session 10 onwards Folder
- [scorm] Generative AI_Session 1 SCORM package
- [scorm] Generative AI_Session 1_Answer Key SCORM package
- [scorm] Session 1 Introduction to Generative AI-1 SCORM package
- [scorm] Generative AI_Session 2 SCORM package
- [scorm] Generative AI_Session 2_Answer Key SCORM package
- [scorm] Session 2 Natural Language Processing Basics-1 SCORM package
- [scorm] Generative AI_Session 3 SCORM package
- [scorm] Generative AI_Session 3_Answer Key SCORM package
- [scorm] Session 3_ Advance NLP Techniques_1 SCORM package
- [scorm] Generative AI_Session 4 SCORM package
- [scorm] Generative AI_Session 4_Answer Key SCORM package
- [scorm] Generative AI_Session 4_PPT SCORM package
- [scorm] Generative AI_Session 5 SCORM package
- [scorm] Generative AI_Session 5_Answer Key SCORM package
- [scorm] Generative AI_Session 5_PPT SCORM package
- [scorm] Generative AI_Session 6 SCORM package
- [scorm] Generative AI_Session 6_Answer Key SCORM package
- [scorm] Generative AI_Session 6_PPT SCORM package
- [scorm] Generative AI_Session 7 SCORM package
- [scorm] Generative AI_Session 7_Answer Key SCORM package
- [scorm] Generative AI_Session 7_PPT SCORM package
- [scorm] Generative AI_Session 8 SCORM package
- [scorm] Generative AI_Session 8_Answer Key SCORM package
- [scorm] Generative AI_Session 8_PPTd SCORM package