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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/professional-certificates/ibm-generative-ai-engineering
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课程名称：IBM生成式人工智能工程 课程概述：该课程由IBM提供，旨在帮助学习者发展让雇主需要的工作-ready生成式人工智能技能。通过实际经验的积累，打造高度受欢迎的生成式人工智能工程技能。课程可免费注册。 课程大纲包括以下内容： 1. **人工智能入门** - 介绍人工智能在日常生活和工作中的广泛应用，适合所有对AI感兴趣的学习者。 2. **生成式AI：介绍与应用** - 针对专业人士、学生和爱好者，学习生成式人工智能的基本概念及其应用。 3. **生成式AI：提示工程基础** - 学习在不断变化的工作环境中有效使用生成式AI的能力。 4. **用于数据科学、AI与开发的Python课程** - 适合初学者的Python课程，帮助建立AI开发的基础技能。 5. **使用Python和Flask开发AI应用程序** - 提供构建AI驱动的web应用程序所需的基础知识。 6. **使用Python构建生成式AI应用程序** - 通过互动学习构建现实世界的生成式AI应用和聊天机器人。 7. **使用Python进行数据分析** - 培养数据科学家和分析师的重要技能。 8. **使用Python的机器学习** - 掌握在机器学习中应用Python的工具。 9. **深度学习与Keras的神经网络简介** - 学习如何使用Keras库进行深度学习和神经网络的基础知识。 10. **生成式AI和大型语言模型：架构与数据准备** - 探索生成式AI和大规模语言模型的基本概念与数据处理技巧。 11. **生成式AI的基础模型用于自然语言处理** - 开展实现、训练和评估生成式AI模型的能力。 12. **使用变换器的生成式AI语言建模** - 实践使用基于变换器的模型进行自然语言处理。 13. **生成式AI工程与变换器的微调** - 了解微调生成式AI模型以满足特定业务需求的技能。 14. **生成式AI大型语言模型的高级微调** - 提升大型语言模型的准确性和符合业务需求的能力。 15. **使用RAG和LangChain的AI代理基础知识** - 在技术需求日增的背景下，掌握如何与大型语言模型协作的能力。 16. **项目：使用RAG和LangChain的生成式AI应用程序** - 通过实际操作项目，将生成式AI工程技能付诸实践。 嵌入的每个课程链接都提供了详细的学习信息，学习者可以根据自己的需求自由选择和注册。
Course Link: https://www.coursera.org/learn/introduction-to-ai
Name:Introduction to Artificial Intelligence (AI)
Description:Offered by IBM. Artificial Intelligence (AI) is all around us, seamlessly integrated into our daily lives and work. Enroll in this course to ... Enroll for free.
Course Link: https://www.coursera.org/learn/generative-ai-introduction-and-applications
Name:Generative AI: Introduction and Applications
Description:Offered by IBM. This course is designed for everyone, including professionals, executives, students, and enthusiasts, interested in learning ... Enroll for free.
Course Link: https://www.coursera.org/learn/generative-ai-prompt-engineering-for-everyone
Name:Generative AI: Prompt Engineering Basics
Description:Offered by IBM. As generative AI (GenAI) continues to reshape the workplace and redefine job roles, the ability to use it effectively is ... Enroll for free.
Course Link: https://www.coursera.org/learn/python-for-applied-data-science-ai
Name:Python for Data Science, AI & Development
Description:Offered by IBM. Kickstart your Python journey with this beginner-friendly, self-paced course taught by an expert. Python is one of the most ... Enroll for free.
Course Link: https://www.coursera.org/learn/python-project-for-ai-application-development
Name:Developing AI Applications with Python and Flask
Description:Offered by IBM. This short course is designed to equip learners with foundational skills in Python for developing AI-enabled web ... Enroll for free.
Course Link: https://www.coursera.org/learn/building-gen-ai-powered-applications
Name:Building Generative AI-Powered Applications with Python
Description:Offered by IBM. Ready for an interactive learning experience to build real-world generative AI applications and chatbots? In this ... Enroll for free.
Course Link: https://www.coursera.org/learn/data-analysis-with-python
Name:Data Analysis with Python
Description:Offered by IBM. Analyzing data with Python is a key skill for aspiring Data Scientists and Analysts! This course takes you from the basics ... Enroll for free.
Course Link: https://www.coursera.org/learn/machine-learning-with-python
Name:Machine Learning with Python
Description:Offered by IBM. Python is a core skill in machine learning, and this course equips you with the tools to apply it effectively. You’ll learn ... Enroll for free.
Course Link: https://www.coursera.org/learn/introduction-to-deep-learning-with-keras
Name:Introduction to Deep Learning & Neural Networks with Keras
Description:Offered by IBM. This course introduces deep learning and neural networks with the Keras library. In this course, you’ll be equipped with ... Enroll for free.
Course Link: https://www.coursera.org/learn/generative-ai-llm-architecture-data-preparation
Name:Generative AI and LLMs: Architecture and Data Preparation
Description:Offered by IBM. Ready to explore the exciting world of generative AI and large language models (LLMs)? This IBM course, part of the ... Enroll for free.
Course Link: https://www.coursera.org/learn/gen-ai-foundational-models-for-nlp-and-language-understanding
Name:Gen AI Foundational Models for NLP & Language Understanding
Description:Offered by IBM. This IBM course will equip you with the skills to implement, train, and evaluate generative AI models for natural language ... Enroll for free.
Course Link: https://www.coursera.org/learn/generative-ai-language-modeling-with-transformers
Name:Generative AI Language Modeling with Transformers
Description:Offered by IBM. This course provides a practical introduction to using transformer-based models for natural language processing (NLP) ... Enroll for free.
Course Link: https://www.coursera.org/learn/generative-ai-engineering-and-fine-tuning-transformers
Name:Generative AI Engineering and Fine-Tuning Transformers
Description:Offered by IBM. The demand for technical generative AI (GenAI) skills is increasing, and businesses are actively seeking AI engineers who ... Enroll for free.
Course Link: https://www.coursera.org/learn/generative-ai-advanced-fine-tuning-for-llms
Name:Generative AI Advance Fine-Tuning for LLMs
Description:Offered by IBM. "Fine-tuning large language models (LLMs) is essential for aligning them with specific business needs, improving accuracy, ... Enroll for free.
Course Link: https://www.coursera.org/learn/fundamentals-of-ai-agents-using-rag-and-langchain
Name:Fundamentals of AI Agents Using RAG and LangChain
Description:Offered by IBM. Business demand for technical gen AI skills is exploding, and AI engineers who can work with large language models (LLMs) ... Enroll for free.
Course Link: https://www.coursera.org/learn/project-generative-ai-applications-with-rag-and-langchain
Name:Project: Generative AI Applications with RAG and LangChain
Description:Offered by IBM. Get ready to put your generative AI engineering skills into practice! In this hands-on guided project, you’ll apply the ... Enroll for free.
Offered by IBM. Develop job-ready gen AI skills employers need. Build highly sought-after gen AI engineering skills and practical experience ... Enroll for free.
