Construction of Information Security Model for Talent Technology Training Based on Improved Machine Learning Algorithms

In order to improve the training quality of technical and skilled talents, this paper combines big data technology and machine learning technology to study the training of skilled talents, proposes corresponding data mining algorithms based on the characteristics of technical talents data, and combines machine learning algorithms to improve the data processing process. Moreover, this paper combines the improved algorithm to construct technical and skilled talents training and evaluation model, analyzes the system structure framework and basic logical structure, and obtains the system function structure. After building an intelligent system, this paper explores the actual effects of the training model of technical and skilled talents based on big data and machine learning. Finally, this paper combines simulation experiments to verify the system separately. Through data analysis, it can be known that the method and system proposed in this paper have a certain feasibility.