Machine Learning и Deep Learning

Machine Learning

Alpaydin Ethem Machine Learning 2-ed

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.

Alpaydin Ethem Machine Learning 2-ed

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.

Deep Learning

Курс для специалистов в области программирования и машинного обучения. Вы освоите работу с востребованными областями ИИ и различными типами нейронных сетей, которые лежат в основе современных цифровых продуктов. После окончания курса сможете претендовать на позицию ведущего data scientist или специалиста машинного обучения уровня миддл+ в средних и крупных организациях.

Профессия Machine Learning Engineer

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.

Ежедневник А6 глян. ЛИН. DEEP LEARNING

Ежедневник А6 глян. ЛИН. "DEEP LEARNING"

216 Cards Talking Flash for Toddlers 2-4 Years,Educational Toys - Speech Therapy Learning Animals Shape Color, Machine Birthday Gift Ages 1-4

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.

Нейронные сети и Deep Learning

Ежедневник Альт недатированный А6 (111 х 147 мм) в линейку DEEP LEARNING

Ежедневник Альт недатированный А6 (111 х 147 мм) в линейку "DEEP LEARNING"

Основы Python

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

Профессия: Аналитик

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

Early Learning Machine Learning Animals Shape Color Learning Cards Machine With 112 Cards Talking Flash Cards Educational Toys

Early Learning Machine Learning Machine With 112pcs Cards Double-Side Learning Resource Talking Flash Cards Educational Toys For

Python (6 мес)

Вы станете экспертом в анализе данных с помощью Python, оптимизируете свою работу и будете ценным сотрудником для любой digital-компании. Изучите: от Python до Power BI и Machine Learning

Математика и Machine Learning для Data Science