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所在平台: Udemy |
课程主页: https://www.udemy.com/course/vector-db/
课程评论：没有评论
课程名称：掌握Python中的向量数据库，用于AI和LLM应用案例 课程概述：在这门全面的向量数据库课程中，您将深入探索正在改变人工智能（AI）领域的前沿技术，特别是在生成AI方面。重点在于为生成AI做好未来准备，本课程将为您提供利用向量数据库的知识和技能，以支持高级应用，包括语言模型（LLM）、类ChatGPT的生成预训练变换器（GPT）和人工通用智能（AGI）开发。 在基础知识的基础上，您将了解向量数据库的基本概念及其在革命性AI工作流程中的作用。通过实际示例和动手编码练习，您将探索向量数据索引、存储、检索和条件性减少等技术。您还将掌握如何通过Python将Pinecone向量数据库与LangChain、OpenAI API等其他工具集成，以实现现实世界的应用案例，充分释放向量数据库的潜力。 在课程的整个过程中，我们将揭示向量数据库在生成AI中的无限可能性。您将发现这些数据库如何支持内容生成、推荐系统、语言翻译等。此外，我们还将讨论性能优化、可扩展性考虑和高效实施的最佳实践。 课程由一位拥有计算纳米科学博士学位并在领先公司担任数据科学家的专家讲师授课，您将受益于他们深厚的知识、实用的见解和对教授AI与机器学习（ML）的热情。现在就加入我们，开始这段变革性的学习旅程，将自己置于为生成AI做好未来准备的最前沿。立即注册，开启AI创新的新世界！
In this comprehensive course on Vector Databases, you will delve into the exciting world of cutting-edge technologies that are transforming the field of artificial intelligence (AI), particularly in generative AI. With a focus on Future-Proofing Generative AI, this course will equip you with the knowledge and skills to harness the power of Vector Databases for advanced applications, including Language Model Models (LLM), Generative Pretrained Transformers (GPT) like ChatGPT, and Artificial General Intelligence (AGI) development.Starting from the foundations, you will learn the fundamentals of Vector Databases and their role in revolutionizing AI workflows. Through practical examples and hands-on coding exercises, you will explore techniques such as vector data indexing, storage, retrieval, and conditionality reduction. You will also gain proficiency in integrating Pinecone Vector Data Base with other tools like LangChain, OpenAI API using Python to implement real-world use cases and unleash the full potential of Vector Databases.Throughout the course, we will uncover the limitless possibilities of Vector Databases in generative AI. You will discover how these databases enable content generation, recommendation systems, language translation, and more. Additionally, we will discuss performance optimization, scalability considerations, and best practices for efficient implementation.Led by an expert instructor with a PhD in computational nano science and extensive experience as a data scientist at leading companies, you will benefit from their deep knowledge, practical insights, and passion for teaching AI and Machine Learning (ML). Join us now to embark on this transformative learning journey and position yourself at the forefront of Future-Proofing Generative AI with Vector Databases. Enroll today and unlock a world of AI innovation!
