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所在平台: Udemy |
课程主页: https://www.udemy.com/course/amazon-bedrock-aws-generative-ai-course/
课程评论：没有评论
课程名称：生成性人工智能与亚马逊Bedrock终极实战课程2025 课程概述：本课程全面介绍了亚马逊Bedrock和生成性人工智能（GenAI），通过实际项目实现端到端的架构。学生将Hands-On参与多个项目，涵盖不同的应用场景和工具，具体项目包括： 1. 激发创造力：通过亚马逊Bedrock文本游乐场进行实际操作。 2. 精通对话：使用亚马逊Bedrock聊天游乐场进行实践。 3. 创建惊艳视觉：利用亚马逊Bedrock图像游乐场进行现场实践。 4. 图像分析：借助亚马逊Rekognition和AWS Lambda进行图像分析。 5. 智能聊天机器人构建：运用亚马逊Bedrock与亚马逊Lex进行实践。 6. 解码情感：使用亚马逊Bedrock AI21 Labs模型进行情感分析。 7. 文本到艺术的转化：通过亚马逊Bedrock的稳定扩散模型实现。 8. 社交媒体解码：使用亚马逊Comprehend进行情感分析。 9. 从笔到像素：通过亚马逊Textract提取手写文本。 10. 数据预处理：使用亚马逊SageMaker将原始数据转化为训练和测试集。 此外，还包括构建自定义知识库、日志分析、保障AI安全、识别隐形水印、图像理解革命、实时语言翻译等项目，涵盖行业广泛。所使用的AWS服务和工具包括但不限于亚马逊Bedrock、Cloud9、Sagemaker、Lex、Rekognition以及多个JavaScript和Python框架等。 通过此次课程，学生将能深入理解生成性AI的实际应用，掌握相关工具和技术，为未来的IT项目做好充分准备。
Amazon Bedrock and GenAI Course:***Hands - On End-to-End Architecture Real IT Projects Use Cases implemented as part of this course***Project 1: Unlocking Creativity: Hands-On with Amazon Bedrock Text Playground.Project 2: Mastering Conversations: Hands-On with Amazon Bedrock Chat Playground.Project 3: Creating Stunning Visuals: Hands-On with Amazon Bedrock Image PlaygroundProject 4: Image Analysis: Hands-On with Amazon Rekognition and AWS Lambda.Project 5: Building Smart Chatbots: Hands-On with Amazon Bedrock and Amazon Lex.Project 6: Unlocking Sentiments: Hands-On with Amazon Bedrock AI21 Labs ModelProject 7: Transforming Text to Art: Hands-On with Amazon Bedrock's Stable Diffusion XL.Project 8: Decoding Social Media: Sentiment Analysis with Amazon ComprehendProject 9: From Pen to Pixel: Extracting Handwritten Text with Amazon TextractProject 10: Mastering Data Preprocessing with Amazon SageMaker: From Raw Data to Training & Testing SetsProject 11: Creating a Powerful Custom Knowledge Base with Amazon Bedrock: Step-by-Step GuideProject 12: Transforming Text Files into CSV & JSON with Amazon Bedrock: A Comprehensive GuideProject 13: Log Analysis, Invoicing, and Sentiment Analysis with Amazon Bedrock & Cloud9Project 14: Safeguarding AI: Blocking Hate Speech, Violence, and Insults with Amazon Bedrock GuardrailsProject 15: Unveiling the Hidden: Detecting Invisible Watermarks with Amazon BedrockProject 16: Save Cost on ML Training: Master Managed Spot Training with Amazon SageMaker XGBoostProject 17: Build Real Estate / Photography Business Web App using Generative AIProject 18: Building Customer Shopping Order System using Amazon TranscribeProject 19: Amazon Bedrock Agents Automate Tasks with AI!Project 20: Building Cybersecurity Face Recognition Web ApplicationProject 21: Building Highly Available Chat Bot Web App using DockerProject 22: Revolutionizing Image Understanding with Anthropic Bedrock & StreamlitProject 23: Building Employee Knowledge Base Search ToolProject 24: Creating an Audio Transcript with Amazon TranscribeProject 25: Analyze insights in text with Amazon Comprehend: Entities, Key Phrases, PIIProject 26: Real-Time Language Translation with Amazon TranslateProject 27: Redacting PII Data with Amazon Transcribe for Restaurant BusinessProject 28: Building & Creating Index for Searching with Amazon KendraProject 29: Amazon OpenSearch and OpenSearch Dashboard BasicsProject 30: Automating PII Data Detection in S3 With Amazon Macie using Email NotificationProject 31: PII Masking Policies with AWS Bedrock GuardrailsProject 32: Building Chat Bot for Burger Business with Amazon LexProject 33: Predict Shipping Delays with SageMaker Canvas: Logistics Company ProjectAWS Services / Tools Used in the Course:Amazon BedrockAmazon Cloud9Amazon Elastic Container Service ( ECS )Stability Diffusion ModelClaude Foundation Model from AnthropicClaude SonnetAmazon Bedrock AgentsBedrock Knowledge BaseLangchain - Chains and Memory ModulesAmazon Route 53Amazon Elastic Container Registry (Amazon ECR)Amazon SagemakerAWS LambdaHTMLAmazon LexStreamlitS3Amazon TranscribeNode.JSPythonAmazon Elastic Compute Cloud ( EC2 )AWS FargateAWS RekognitionJavascriptCascading Style Sheets ( CSS )Amazon ComprehendAmazon TranslateAmazon TranscribeAmazon KendraAmazon OpenSearchAmazon MacieAmazon Sagemaker AI Canvas
