Industry 4.0 Interoperability, Analytics, Security, and Case Studies

1 Big Data Analytics and Machine Learning for Industry 4.0: An Overview

Nguyen Tuan Thanh Le and Manh Linh Pham

CONTENTS

1.1 Big Data Analytics for Industry 4.0

1.1.1 Characteristics of Big Data

1.1.2 Characteristics of Big Data Analytics

1.2 Machine Learning for Industry 4.0

1.2.1 Supervised Learning

1.2.2 Unsupervised Learning

1.2.3 Semi-Supervised Learning

1.2.4 Reinforcement Learning

1.2.5 Machine Learning for Big Data

1.3 Deep Learning for Industry 4.0: State of the Art

1.4 Conclusion

Acknowledgments

References

1.1 Big Data Analytics for Industry 4.0

1.1.1 Characteristics of Big Data

The concept of “Big data” was mentioned for the first time by Roger Mougalas in 2005 [1]. It refers to a large scale data, one of the characteristics of ...