Research on the Challenges of Machine Learning

Xiaohan SUN1*, Kai WANG2

1WeiFang NO.1 Middle School, Shandong, 261205, China

2Baidu, Beijing, 100089, China

Abstract: This study starts from the perspective of the challenges of machine learning, mainly explores the high-dimensional spatial structure and the overall data, and analyzes with the number of calculated data to find the optimal solution. And then, this paper explores combined with the current hot topic that people concerned about to make people put more attention on the machine learning.

Keywords: Machine learning; Deep learning; Probabilistic graphical model; Big data; Optimization problem