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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-with-aws-ai-and-ibm-watson/
课程评论：没有评论
课程名称：机器学习与AWS AI及IBM Watson 概述：人工智能革命已经来临，您准备好了吗？机器学习是不断演变的技术，改变了数字世界。我们周围有许多有效的机器学习项目，如IBM Watson、Google Brain、Edgecase、Cortana、Alexa、特斯拉自动驾驶汽车等。很多电影推荐应用程序如IMDB、Netflix正在利用机器学习增加个性化功能，以提高用户参与度。现实世界中有许多机器学习和人工智能的应用场景，无法一一列举，但如果您想创建其中之一，那么这门课程就非常适合您。 在本课程中，您将在IBM Bluemix和Amazon AWS上学习并部署所有机器学习服务。课程内容涵盖理论概念到实际云服务部署，助您为高薪就业做好准备。您将能够在Web、Android、物联网和桌面应用程序中集成云服务，例如人脸识别、聊天机器人、语音识别、文本转定制语音、语音转文本、社交媒体上的情感分析等。 学习内容包括： - IBM Bluemix中的Watson服务：构建和部署聊天机器人和虚拟助手的Watson Assistant；从数据中提取洞见的Watson Discovery；将音频和语音转换为文字的Watson Speech to Text；将文字转换为自然语音的Watson Text to Speech；动态翻译文档的Watson Language Translator；自然语言分类的Watson Natural Language Classifier；分析文本提取元数据的Watson Natural Language Understanding；使用机器学习分类和搜索视觉内容的Watson Visual Recognition；理解和分析书面内容中情感与语调的Watson Tone Analyzer；以及通过书面文本预测个性特征的Watson Personality Insight。 - Amazon AWS中的机器学习服务：构建、训练和部署机器学习模型的Amazon Sagemaker；自然语言处理和文本分析的Amazon Comprehend；为应用程序提供对话界面的Amazon Lex；将文本转换为逼真语音的Amazon Polly；检测图像中的对象和场景；检查图像中不安全内容的图像审核；面部分析中的性别、年龄范围、是否带眼镜等属性检测；识别名人的名人识别；从不同图像比较面孔的面部比较；检测图像中的文本；自动语音识别的Amazon Transcribe；准确语言翻译的Amazon Translate等。 欢迎所有机器学习爱好者报名，构建基于认知计算、人工智能和机器学习的应用程序。
The AI revolution is here. Are you prepared? Machine learning is the most evolving technology which has changed the digital world.We all are surrounded by numerous effective ML projects like IBM Watson, Google brain, Edgecase, Cortana, Alexa, tesla self driving car and many more.All movie recommendation apps like IMDB, Netflix and many of them are using machine learning to add personalized features so that involvement of users could increase. There are many more use cases of ML and AI in the real world and it is not possible for me to discuss all of them into description jokes apart if you really want to create one of them, then this course is only for you.In this course you'll learn and deploy all the machine learning services using IBM Bluemix and Amazon AWS. This course covers from theoretical concepts to hands on deploying cloud services. It will make you job ready to grab high paying jobs.You will be able to integrate the cloud services in your Web, Android, IoT, Desktop Applications like Face Detection, ChatBot, Voice Detection, Text to custom Speech (with pitch, emotions, etc), Speech to text, Sentimental Analysis on Social media or any textual data. Services covered in this learning path:Watson Services (IBM Bluemix) like-Watson Assistant to build and deploy chatbots and virtual assistants. Watson Discovery to expose insights from the data by applying AI functionsWatson Speech to Text (STT) to easily convert audio and voice into written text. Watson Text to Speech (TTS) to convert written text into natural-sounding audio in a variety of languages and voices. Watson Language Translator helps in dynamically translate news, patents or conversational documents. Watson Natural Language Classifier helps in interpreting and classify natural language with confidence. Watson Natural Language Understanding to analyze text to extract metadata from content such as concepts, entities and sentiment. Watson Visual Recognition is used to classify and search visual content using machine learning. Watson Tone Analyzer to understand and analyze emotions and tones in written content. Watson Personality Insight is used to predict personality characteristics, needs and values through written text. Machine Learning Services (Amazon AWS) like-Amazon Sagemaker to build, train, and deploy machine learning models at scaleAmazon Comprehend for natural Language processing and text analyticsAmazon Lex for conversational interfaces for your applications powered by the same deep learning technologies as AlexaAmazon Polly to turn text into lifelike speech using deep learningObject and scene detection to detect object and scenes from the imageImage moderation to check unsafe content from the imageFacial analysis can easily detect when faces appear in images and videos and get attributes such as gender, age range, eyes open, glasses, facial hair for each.Celebrity recognition to recognize any celebrity character from the imageFace comparison helps in comparing face from different imagesText in image to detect text Amazon Transcribe for automatic speech recognitionAmazon Translate for natural and accurate language translationAnd many more thingsAll machine learning lovers are most welcome and enroll now and build application based on cognitive computing , AI and ML.
