Invited Talks
International Conference on Image Processing and Robotics

Machine Learning Mastering Guide

~Essentials & Pinpoint Tips~

Invited Lecture at ICIPRoB2022 (http://www.iciprob.com/)

Online : Sunday, March 13th, 2022.

Atsushi Inoue, Ph.D.

Visiting Professor, Regional Innovation Studies, Mie University, Tsu, Japan

E-mail: email@inoueatsushi.net Web: http://www.inoueatsushi.net/

CTO & Global R&D Leader

BaaSid Project, the Pan Pacific Venture in JP, KR, HK, TW, SG, AU & US

Web: https://www.baasid.com/

Atsushi Inoue is an Artificial Intelligence specialist (especially in Fuzzy Logic) in the USA and Japan. He has extensive experiences both in academia and industries and has been affiliated with top-notch industries and institutes in several countries, including Hitachi Ltd. (Japan) and Carnegie Mellon University (USA). He currently oversees and advises various R&D projects while promoting digital entrepreneurship. Recently, he is participating in the global blockchain startup for advancing our lives in the severe information centered society. He earned his Ph.D. in Computer Science and Engineering at the University of Cincinnati (USA) in 1999.

Machine Learning has become available in our lives – so-called democratization. Yet, many people still struggle with utilizing it. This lecture covers essentials and pinpoint tips of setting up the environment and successfully performing Machine Learning practice. Topics include, but are not necessarily limited to, introduction to various Machine Learning algorithms and their comparisons; software tools and their setup; computing environment and its scale-up such as GPU, virtualization, and cloud computing; and processes and operations of Machine Learning practice. First 60 minutes for lecturing + following discussions for the remaining 30 minutes.