Machine Learning with AWS: Explore the power of cloud services for your machine learning and artificial intelligence projects

Use artificial intelligence and machine learning on AWS to create engaging applicationsKey FeaturesExplore popular AI and ML services with their underlying algorithmsUse the AWS environment to manage your AI workflowReinforce key concepts with hands-on exercises using real-world datasetsBook DescriptionMachine Learning with AWS is the right place to start if you are a beginner interested in learning useful artificial intelligence (AI) and machine learning skills using Amazon Web Services (AWS), the most popular and powerful cloud platform. You will learn how to use AWS to transform your projects into apps that work at high speed and are highly scalable. From natural language processing (NLP) applications, such as language translation and understanding news articles and other text sources, to creating chatbots with both voice and text interfaces, you will learn all that there is to know about using AWS to your advantage. You will also understand how to process huge numbers of images fast and create machine learning models.By the end of this book, you will have developed the skills you need to efficiently use AWS in your machine learning and artificial intelligence projects.What you will learnGet up and running with machine learning on the AWS platformAnalyze unstructured text using AI and Amazon ComprehendCreate a chatbot and interact with it using speech and text inputRetrieve external data via your chatbotDevelop a natural language interfaceApply AI to images and videos with Amazon RekognitionWho this book is forMachine Learning with AWS is ideal for data scientists, programmers, and machine learning enthusiasts who want to learn about the artificial intelligence and machine learning capabilities of Amazon Web Services.Table of ContentsIntroduction to Amazon Web ServicesSummarizing Text Documents Using NLPPerform Topic Modelling and Theme Extraction Create a Chatbot with Natural LanguageUsing Speech with the ChatbotAnalyzing Images with Computer Vision Read more