Advanced decision sciences based on deep learning and ensemble learning algorithms a practical approach using Python / S. Sumathi, Suresh Rajappa, L. Ashok Kumar, and Surekha Paneerselvam.
| Author/creator | Sumathi, S., 1968- |
| Other author | Rajappa, Suresh. |
| Other author | Kumar, L. Ashok. |
| Other author | Paneerselvam, Surekha. |
| Format | Electronic |
| Publication Info | New York : Nova Science Publishers, [2021] |
| Description | x, 357 pages ; 23 cm. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Series | Computer science, technology and applications |
| Abstract | "Advanced Decision Sciences Based on Deep Learning and Ensemble Learning Algorithms: A Practical Approach Using Python describes the deep learning models and ensemble approaches applied to decision-making problems. The authors have addressed the concepts of deep learning, convolutional neural networks, recurrent neural networks, and ensemble learning in a practical sense providing complete code and implementation for several real-world examples. The authors of this book teach the concepts of machine learning for undergraduate and graduate-level classes and have worked with Fortune 500 clients to formulate data analytics strategies and operationalize these strategies. The book will benefit information professionals, programmers, consultants, professors, students, and industry experts who seek a variety of real-world illustrations with an implementation based on machine learning algorithms"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2021046000 |
| ISBN | 9781685070618 () |
| ISBN | (adobe pdf) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |