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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-ecosystem-for-the-absolute-beginners-hands-on/
课程评论：没有评论
课程名称：绝对初学者的AI生态系统 - 实操课程 课程概述： “绝对初学者的AI生态系统”课程旨在满足各个层次学习者的需求，从初学者到希望探索人工智能世界的专业人士。作为入门基础，该课程将帮助您踏上AI生态系统的旅程。课程从AI基础知识入手，指导您了解AI应用的生命周期及其基本概念。课程内容包括机器学习、深度学习和生成式人工智能的基础知识，并通过使用AWS服务（例如Rekognition、Forecast、Comprehend和Bedrock）的实际演示来支持学习。此外，课程还探索了提示工程，特别是通过ChatGPT的全面实际演示，最后以一个专注于生成式人工智能的综合项目结束。无论您是AI新手还是希望加深理解的学习者，该课程都将满足您的需求。 课程内容： - AI生态系统介绍 - 人工智能（AI）入门 - AI演变、商业收益及现实世界用例 - Amazon Rekognition服务的标记检测与面部分析实操演示 - 机器学习（ML）及其现实用例 - 数据预处理技术、模型评估与验证 - Amazon Forecast服务的时间序列预测实操演示 - 深度学习（DL）及人工神经网络（ANN）基础 - Amazon Comprehend服务的情感分析实操演示 - 生成式人工智能入门 - 核心生成AI算法与工作流 - 生成AI应用领域、未来趋势及工具集 - Amazon Bedrock服务的文本生成、图像生成及聊天机器人实操演示 - 提示工程及其使用ChatGPT - 人工智能的潜在风险与伦理考虑 - 人工智能最佳实践 - AI生态系统的综合项目 学员评价： ★★★★★ “用简单的日常生活示例惊艳地解释了概念。” ★★★★★ “学习AI的最佳课程。” 课程结构： - 讲座 - 演示 - 测验 - 作业 课程更新历史： - 2025年5月12日 - 添加了关于“使用Google Firebase Studio构建项目”的新讲座 - 2024年5月30日 - 添加了使用Amazon Bedrock的综合项目和自定义UI - 2024年11月16日 - 添加了模型训练的综合项目 所有课程部分都进行了实时演示，以指导并帮助您创建自己的本地环境，进行所有练习，采用"边做边学"的方式学习！
What's Covered in this Course?The "AI Ecosystem for Absolute Beginners" course is designed to accommodate learners of all levels, from beginners to experienced professionals looking to explore the world of Artificial Intelligence. Acting as a foundational pillar, this course facilitates your journey into the AI ecosystem. Starting with the basics of AI, the course guides you through the lifecycle of AI applications and essential concepts. It also covers the basics of Machine Learning, Deep Learning, and Generative AI, supported by practical hands-on demos using AWS services such as Rekognition, Forecast, Comprehend, and Bedrock. Additionally, it also explores prompt engineering, featuring a comprehensive hands-on demonstration with ChatGPT, concluding with a capstone project focused on Generative AI.Whether you're new to AI or aiming to deepen your understanding, this course is tailored to meet your needs.What is Artificial Intelligence (AI)?Artificial Intelligence (AI) is a revolutionary technology that enables machines to mimic human-like behavior. In today's world, AI powers virtual assistants, autonomous vehicles, and personalised recommendations, transforming industries from healthcare to finance. By analysing large datasets and identifying patterns, AI algorithms continuously improve their performance, driving innovation and reshaping the way we work and live.Student Testimonials:★★★★★ "Amazingly explained the concepts with simple day to day life examples."★★★★★ "Best course to learn AI."Course Structure:LecturesDemosQuizzesAssignmentsCourse Contents:Introduction to AI EcosystemGetting Started with Artificial Intelligence (AI)AI Evolution, Business Benefits, Real World Use CasesAmazon Rekognition Service with Hands-on Demo for Label Detection, Facial Analysis and Capstone ProjectUnderstanding Machine Learning (ML) and Real World Use CasesData Preprocessing Techniques, Model Evaluation and ValidationAmazon Forecast Service with Hands-on Demo for Time Series ForecastingGetting Started with Deep Learning (DL) and Artificial Neural Networks (ANN)Amazon Comprehend Service with Hands-on Demo for Sentiment AnalysisGetting started with GenAICore GenAI Algorithms and WorkflowGenAI Application Fields, Future Trends and ToolSetAmazon Bedrock Service with Hands-on Demo for Text Generation, Image Generation and Chatbot)Understanding Prompt EngineeringPrompt Engineering using ChatGPTPotential Risks of AIAI Ethical ConsiderationsBest Practices of AIEnd to End Capstone Project for AI EcosystemCourse Update History:May 12, 2025 - Added a new lecture on "Google Firebase Studio for Building Projects"May 30, 2024 - Added Capstone Project with Amazon Bedrock and Custom UINovember 16, 2024 - Added Capstone Project for Model TrainingAll sections in this course are demonstrated Live, to guide and direct to create your own local environment, perform all exercises and learn by doing!!!
