Artificial Intelligence with Python Cookbook: Proven recipes for applying AI alg

Description: Artificial Intelligence with Python Cookbook by Ben Auffarth Estimated delivery 3-12 business days Format Paperback Condition Brand New Description If you are looking to build next-generation AI solutions for work or even for your pet projects, youll find this cookbook useful. With the help of easy-to-follow recipes, this book will take you through the advanced AI and machine learning approaches and algorithms that are required to build smart models for problem-solving. Publisher Description Work through practical recipes to learn how to solve complex machine learning and deep learning problems using PythonKey FeaturesGet up and running with artificial intelligence in no time using hands-on problem-solving recipesExplore popular Python libraries and tools to build AI solutions for images, text, sounds, and imagesImplement NLP, reinforcement learning, deep learning, GANs, Monte-Carlo tree search, and much moreBook DescriptionArtificial intelligence (AI) plays an integral role in automating problem-solving. This involves predicting and classifying data and training agents to execute tasks successfully. This book will teach you how to solve complex problems with the help of independent and insightful recipes ranging from the essentials to advanced methods that have just come out of research.Artificial Intelligence with Python Cookbook starts by showing you how to set up your Python environment and taking you through the fundamentals of data exploration. Moving ahead, youll be able to implement heuristic search techniques and genetic algorithms. In addition to this, youll apply probabilistic models, constraint optimization, and reinforcement learning. As you advance through the book, youll build deep learning models for text, images, video, and audio, and then delve into algorithmic bias, style transfer, music generation, and AI use cases in the healthcare and insurance industries. Throughout the book, youll learn about a variety of tools for problem-solving and gain the knowledge needed to effectively approach complex problems.By the end of this book on AI, you will have the skills you need to write AI and machine learning algorithms, test them, and deploy them for production.What you will learnImplement data preprocessing steps and optimize model hyperparametersDelve into representational learning with adversarial autoencodersUse active learning, recommenders, knowledge embedding, and SAT solversGet to grips with probabilistic modeling with TensorFlow probabilityRun object detection, text-to-speech conversion, and text and music generationApply swarm algorithms, multi-agent systems, and graph networksGo from proof of concept to production by deploying models as microservicesUnderstand how to use modern AI in practiceWho this book is forThis AI machine learning book is for Python developers, data scientists, machine learning engineers, and deep learning practitioners who want to learn how to build artificial intelligence solutions with easy-to-follow recipes. Youll also find this book useful if youre looking for state-of-the-art solutions to perform different machine learning tasks in various use cases. Basic working knowledge of the Python programming language and machine learning concepts will help you to work with code effectively in this book. Author Biography Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds of thousands of transactions per day, and trained neural networks on millions of text documents. He resides in West London with his family, where you might find him in a playground with his young son. He co-founded and is the former president of Data Science Speakers, London. Details ISBN 1789133963 ISBN-13 9781789133967 Title Artificial Intelligence with Python Cookbook Author Ben Auffarth Format Paperback Year 2020 Pages 468 Publisher Packt Publishing Limited GE_Item_ID:130397624; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. 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End Time: 2024-12-04T04:22:25.000Z

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ISBN-13: 9781789133967

Book Title: Artificial Intelligence with Python Cookbook

Number of Pages: 468 Pages

Publication Name: Artificial Intelligence with Python Cookbook : Proven Recipes for Applying AI Algorithms and Deep Learning Techniques Using TensorFlow 2. x and Pytorch 1. 6

Language: English

Publisher: Packt Publishing, The Limited

Publication Year: 2020

Subject: Intelligence (Ai) & Semantics, Neural Networks, Data Processing

Type: Textbook

Author: Ben Auffarth

Item Length: 3.6 in

Subject Area: Computers

Item Width: 3 in

Format: Trade Paperback