Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition

افزودن به بوکمارک اشتراک گذاری 0 دیدگاه کاربران 4 (1)

Algorithms, Worked Examples, and Case Studies

مشارکت: عنوان و توضیح کوتاه هر کتاب را ترجمه کنید این ترجمه بعد از تایید با نام شما در سایت نمایش داده خواهد شد.

ترجمه این کتاب مشاهده همه کتاب های ترجمه نشده

Algorithms, Worked Examples, and Case Studies

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice.Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.

The book is accessible, offering nontechnical explanations of the ideas underpinning each approach before introducing mathematical models and algorithms. It is focused and deep, providing students with detailed knowledge on core concepts, giving them a solid basis for exploring the field on their own. Both early chapters and later case studies illustrate how the process of learning predictive models fits into the broader business context. The two case studies describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book can be used as a textbook at the introductory level or as a reference for professionals.

لغو

گزارش تخلف

مغایرت عنوان کتاب با توضیحات و تصویر جلد
عدم رعایت حقوق نشر طبق قوانین جمهوری اسلامی ایران
محتوای مستهجن
توهین به قومیتها و محتوای نژادپرستی
توهین به اقیلیتهای مذهبی
اهانت به مقامات سیاسی و مذهبی
اشاعه ی کودک آزاری
سایر موارد

بستن

فرمت کتاب

ebook

زبان

english

تاریخ انتشار

2020

نویسنده

Aoife D'Arcy

ناشر

MIT Press

شابک

9780262044691

20,000 تومان

خرید کتاب مطالعه نمونه درخواست ترجمه کتاب

خرید کتاب Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition

Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition

گزارش تخلف

فرمت کتاب

ebook

زبان

english

تاریخ انتشار

2020

نویسنده

ناشر

شابک

کتاب های مرتبط

Some Small Countries Do It Better Rapid Growth and Its Causes in Singapore, Finland, and Ireland.

Distributed Coordination of Multi-Agent Networks

Kill Decision

Silent Weapons

Leadership by Algorithm

Core Concepts in Data Analysis

Core Concepts in Data Analysis

Militarized Conflict Modeling Using Computational Intelligence

The Artificial Intelligence Revolution

The Economic Singularity

Attunga (Tales of the Terran Diaspora, #1)

Immortal Life

Uncanny

Robogenesis

Renegade

Lieutenant Henry Gallant

Newton's Wake

The Last Firewall

Rogue Protocol

The Terminal Experiment

Clever Algorithms

دیدگاه کاربران