Machine Learning Methods for Engineering Application …
- Explains methods for directly applying machine learning techniques to concrete real-world problems - Explains concepts used in Industry 4.0 platforms, including the use and integration of AI, ML, Big Data, NLP, and the Internet of Things (IoT).
Machine Learning for Engineers - Springer
This textbook explains learning methods based on analytical concepts in conjunction with complete programming examples in Python, always referring to real technical application scenarios.
Machine Learning Methods for Engineering Application …
Nov 11, 2022 · This book is a quick review of machine learning methods for engineeringapplications. It provides an introduction to the principles of machine learningand common algorithms in the first section.
- Author: Prasad Lokulwar
Machine Learning Crash Course for Engineers | SpringerLink
Dec 26, 2023 · It offers highly illustrated, step-by-step demonstrations that allow readers to implement machine learning models to solve real-world problems. This powerful tutorial is an excellent resource for those who need to acquire a solid foundational understanding of machine learning quickly.
Machine Learning Infrastructure and Best Practices for Software ...
The book begins by introducing the main concepts of professional software systems that leverage machine learning at their core. As you progress, you’ll explore the differences between...
Foundations of Machine Learning for Software Engineering
Jul 20, 2023 · Many ways of analysing data exist, but in this chapter, we will focus on machine learning (ML). ML is the branch of artificial intelligence that gives programs the ability to solve tasks by learning from experience, without explicitly programming them.
Machine Learning: Software Engineering Methods and …
Dec 1, 2020 · Machine Learning: Software Engineering Methods and Implementation(Chinese Edition) Paperback – December 1, 2020
- Author: TANG ZHEN ZHANG CHUN QIANG , ZHANG HE PING
Advances in Machine Learning Applications in Software Engineering
Oct 31, 2006 · This book depicts applications of several machine learning approaches in software systems development and deployment, and the use of machine learning methods to establish predictive...
Machine Learning Applications in Software Engineering
This book deals with the subject of machine learning applications in software engineering. It provides an overview of machine learning, summarizes the state-of-the-practice in this...
Machine Learning and Optimization for Engineering Design (Engineering …
Dec 27, 2023 · This book aims to provide a collection of state-of-the-art scientific and technical research papers related to machine learning-based algorithms in the field of optimization and engineering design.