A concise overview of machine learning--computer programs that learn from data--the basis of such applications as voice recognition and driverless cars. Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition--as well as some we don't yet use everyday, including driverless cars. It is the basis for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of the new AI. This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias. Alpaydin, author of a popular textbook on machine learning, explains that as Big Data has gotten bigger, the theory of machine learning--the foundation of efforts to process that data into knowledge--has also advanced. He describes the evolution of the field, explains important learning algorithms, and presents example applications. He discusses the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances; and reinforcement learning, when an autonomous agent learns to take actions to maximize reward. In a new chapter, he considers transparency, explainability, and fairness, and the ethical and legal implications of making decisions based on data.

A concise overview of machine learning--computer programs that learn from data--the basis of such applications as voice recognition and driverless cars. Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition--as well as some we don't yet use everyday, including driverless cars. It is the basis for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of the new AI. This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias. Alpaydin, author of a popular textbook on machine learning, explains that as Big Data has gotten bigger, the theory of machine learning--the foundation of efforts to process that data into knowledge--has also advanced. He describes the evolution of the field, explains important learning algorithms, and presents example applications. He discusses the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances; and reinforcement learning, when an autonomous agent learns to take actions to maximize reward. In a new chapter, he considers transparency, explainability, and fairness, and the ethical and legal implications of making decisions based on data.

Early Developtment Learning Toys This toddler cards learning toys include a learning card reader machine and 112 double sided flashcards (224 sight words).Its suitable for 1 2 3 4 5 years old boys and girls.Enhance cognitive ability, exercise hearing and build vocabulary for kids. This aids in effectively improving kids memory and concentration. Speaking Flash CardsThis toddler cards learning toys include a learning card reader machine and 112 double sided flashcards (224 sight words). Clear pronunciation, repeating reading and sighting words greatly simulate kids imagination and broaden horizons while enjoying fun. Harmless to EyesAs an educational tool, it will help your children to keep away from TV, phone and computer, better eye protection for Kids. There is no electronic screen on the device, no internet required, and the design of this preschool learning tools is intended to protect our kids eyesight and radiation protection. Parents can play with their children and enjoy a happy parent-child time. Easy to operate for ToddlerThis child educational learning cards machine is easy for little toddler to use, just insert the cards into reading machine, Press the repeat button to listen again or press the volume button to adjust. Easy to grip for toddlers. Ideal Gifts for KidsThis product is made of very friendly materials, non-toxic and harmless, and very safe for children. This is a very good option for learning toys and preschool education tools. You can choose this product as a Christmas gift or birthday gift for children 2-4 years old.

Научитесь создавать модели ML и обучать нейронные сети. Освоите анализ данных и в конце курса выберете одну из специализаций: обработку естественного языка или Computer Vision. Через 9 месяцев сможете устроиться ML-инженером, параллельно продолжите проходить курс и дорастёте до уровня Middle.

Вы освоите навыки анализа данных с помощью Python, оптимизируете свою работу и будете ценным сотрудником для любой digital-компании.Разберем: от Python до основ Machine Learning

Освоите с нуля профессию Аналитик продуктов, подробно разберете всю специфику и инструменты данной профессии от Google Analytics, Python и BI-инструментов до Machine Learning и DataScience

Pink Floyd - A Momentary Lapse Of Reason. 1 CD. 1 Signs Of Life, 2 Learning To Fly, 3 The Dogs Of War, 4 One Slip, 5 On The Turning Away, 6 Yet Another Movie, 7 Round And Around, 8 A New Machine, 9 Terminal Frost, 10 A New Machine (Part 2), 11 Sorrow

Вы поймете, как систематизировать большие данные с помощью Machine Learning и научитесь работать с рекомендательными системами. Освоите такие инструменты как Python и Hadoop, а также узнаете особенности библиотек данных Pandas, Numpy, Matplotlib, Plotly.

Трек-лист:A1. Signs Of LifeA2. Learning To FlyA3. The Dogs Of WarA4. One SlipA5. On The Turning AwayB1. Yet Another MovieB2. Round And AroundB3. A New Machine Part 1B4. Terminal FrostB5. A New Machine Part 2B6. Sorrow

Изучите главные направления machine learning для профессионального роста в хайповой профессии. Вы сформулируете задачу для data science-проекта и спроектируете процесс решения, подберёте алгоритмы и метрики под задачу, научитесь строить модели машинного обучения и оценивать их качество.

За год подготовитесь к работе ML-инженером: получите необходимую математическую подготовку, освоите Python, научитесь работать с данными и создадите свои первые модели машинного обучения.

My Amazing Body Machine takes kids on a unique and exciting journey through all the working parts of human anatomy. From our intricately wired brain to our squeezing, squelching guts and relentlessly pumping heart, renowned scientist Robert Winston exlores each part of this living machine through incredible, original papercraft artworks by Owen Gildersleeve. With clear text and fascinating bite-size facts about the human body, My Amazing Body Machine is a body book that makes learning about biology fun. Up-close photography shows how your body works in an immediate and ingenious way. My Amazing Body Machine by Robert Winston is a fabulous, colourful book and makes understanding the most complex machine on Earth both simple and enjoyable: the human body.