What Every Engineer Should Know About Data-Driven Analytics for free download on PDF format book through a direct link on our site already has the most recent updates The book was made available by CRC Press Release on April 13, 2023, under the Programming Books genre You can now free download the most recent books and include all books on ebookszone website.
ebook details:
Book Name: | What Every Engineer Should Know About Data-Driven Analytics |
Languages: | English |
Format: | |
Pages: | 278 |
File Size: | 26MB |
Story Line:
What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the theoretical concepts and approaches of machine learning that are used in predictive data analytics. By introducing the theory and by providing practical applications, this text can be understood by every engineering discipline. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited to build models to enable decision making in different domains.
- Utilizes practical examples from different disciplines and sectors within engineering and other related technical areas to demonstrate how to go from data, to insight, and to decision making.
- Introduces various approaches to build models that exploits different algorithms.
- Discusses predictive models that can be built through machine learning and used to mine patterns from large datasets.
- Explores the augmentation of technical and mathematical materials with explanatory worked examples.
- Includes a glossary, self-assessments, and worked-out practice exercises.
Written to be accessible to non-experts in the subject, this comprehensive introductory text is suitable for students, professionals, and researchers in engineering and data science.
What Every Engineer Should Know About Data-Driven Analytics Free Download Link
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