The Applied Artificial Intelligence Workshop

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The Applied Artificial Intelligence Workshop

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Author : Anthony So
language : en
Publisher:
Release Date : 2020-07-20

The Applied Artificial Intelligence Workshop written by Anthony So and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-20 with Computers categories.

The The Applied Artificial Intelligence Workshop

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Author : Anthony So
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-07-22

The The Applied Artificial Intelligence Workshop written by Anthony So and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-22 with Computers categories.

With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activities Key FeaturesLearn about AI and ML algorithms from the perspective of a seasoned data scientistGet practical experience in ML algorithms, such as regression, tree algorithms, clustering, and moreDesign neural networks that emulate the human brainBook Description You already know that artificial intelligence (AI) and machine learning (ML) are present in many of the tools you use in your daily routine. But do you want to be able to create your own AI and ML models and develop your skills in these domains to kickstart your AI career? The Applied Artificial Intelligence Workshop gets you started with applying AI with the help of practical exercises and useful examples, all put together cleverly to help you gain the skills to transform your career. The book begins by teaching you how to predict outcomes using regression. You’ll then learn how to classify data using techniques such as k-nearest neighbor (KNN) and support vector machine (SVM) classifiers. As you progress, you'll explore various decision trees by learning how to build a reliable decision tree model that can help your company find cars that clients are likely to buy. The final chapters will introduce you to deep learning and neural networks. Through various activities, such as predicting stock prices and recognizing handwritten digits, you'll learn how to train and implement convolutional neural networks (CNNs) and recurrent neural networks (RNNs). By the end of this applied AI book, you'll have learned how to predict outcomes and train neural networks and be able to use various techniques to develop AI and ML models. What you will learnCreate your first AI game in Python with the minmax algorithmImplement regression techniques to simplify real-world dataExperiment with classification techniques to label real-world dataPerform predictive analysis in Python using decision trees and random forestsUse clustering algorithms to group data without manual supportLearn how to use neural networks to process and classify labeled imagesWho this book is for The Applied Artificial Intelligence Workshop is designed for software developers and data scientists who want to enrich their projects with machine learning. Although you do not need any prior experience in AI, it is recommended that you have knowledge of high school-level mathematics and at least one programming language, preferably Python. Although this is a beginner's book, experienced students and programmers can improve their Python skills by implementing the practical applications given in this book.

The Applied Ai And Natural Language Processing Workshop

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Author : Krishna Sankar
language : en
Publisher:
Release Date : 2020-07-24

The Applied Ai And Natural Language Processing Workshop written by Krishna Sankar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-24 with Computers categories.

With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no timeKey FeaturesLearn how to integrate Amazon's Simple Storage Services with AI and NLP projectsGet to grips with serverless computing and its applicationsCreate intelligent applications such as chatbots and image recognition modelsBook DescriptionAre you fascinated with applications like Alexa and Siri and how they accurately process information within seconds before returning accurate results? Are you looking for a practical guide that will teach you how to build intelligent applications that can revolutionize the world of artificial intelligence? The Applied AI and NLP Workshop will take you on a practical journey where you will learn how to build artificial intelligence (AI) and natural language processing (NLP) applications with Amazon Web services (AWS).Starting with an introduction to AI and machine learning, this book will explain how Amazon S3, or Amazon Simple Storage Service, works. You'll then integrate AI with AWS to build serverless services and use Amazon's NLP service Comprehend to perform text analysis on a document. As you advance, the book will help you get to grips with topic modeling to extract and analyze common themes on a set of documents with unknown topics. You'll also work with Amazon Lex to create and customize a chatbot for task automation and use Amazon Rekognition for detecting objects, scenes, and text in images.By the end of The Applied AI and NLP Workshop, you'll be equipped with the knowledge and skills needed to build scalable intelligent applications with AWS.What you will learnGrasp the fundamentals of AI, ML, and AWSExplore the AWS command line, its interface, and its applicationsImport and export data to Amazon S3Perform topic modeling on a set of documents to analyze common themesDevelop a custom chatbot to get the latest stock market quotesCreate a personal call center and connect it to the chatbotWho this book is forIf you are a machine learning enthusiast, data scientist, or programmer who wants to explore AWS's artificial intelligence and machine learning capabilities, this book is for you. Although not necessary, a basic understanding of AI and NLP will assist with grasping key topics quickly.

Applied Artificial Intelligence Reporter

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Author :
language : en
Publisher:
Release Date : 1987

Applied Artificial Intelligence Reporter written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Artificial intelligence categories.

Ics Applied Artificial Intelligence Reporter

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Author :
language : en
Publisher:
Release Date : 1987

Ics Applied Artificial Intelligence Reporter written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Artificial intelligence categories.

Ciai Info Share

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Author :
language : en
Publisher:
Release Date : 1988

Ciai Info Share written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Artificial intelligence categories.

Twelfth Conference On Innovative Applications Of Artificial Intelligence

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Author : American Association for Artificial Intelligence
language : en
Publisher:
Release Date : 2000

Twelfth Conference On Innovative Applications Of Artificial Intelligence written by American Association for Artificial Intelligence and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.

AAAI proceedings describe innovative concepts, techniques, perspectives, and observations that present promising research directions in artificial intelligence. The annual AAAI National Conference provides a forum for information exchange and interaction among researchers from all disciplines of AI. Contributions include theoretical, experimental, and empirical results. Topics cover principles of cognition, perception, and action; the design, application, and evaluation of AI algorithms and systems; architectures and frameworks for classes of AI systems; and analyses of tasks and domains in which intelligent systems perform. Distributed for AAAI Press.

Proceedings

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Author : American Association for Artificial Intelligence
language : en
Publisher: Menlo Park, Calif. : AAAI Press ; MIT Press
Release Date : 2002

Proceedings written by American Association for Artificial Intelligence and has been published by Menlo Park, Calif. : AAAI Press ; MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Artificial intelligence categories.

Encyclopedia Of Education Iea Lowenfeld

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Author : James W. Guthrie
language : en
Publisher:
Release Date : 2003

Encyclopedia Of Education Iea Lowenfeld written by James W. Guthrie and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Education categories.

Robocup

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Author :
language : en
Publisher:
Release Date : 1999

Robocup written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Artificial intelligence categories.