数值算法与案例分析I

DATA130002

内容重要性：☆☆☆☆

建议自学学期：大一暑假/大二上

学习建议：

• 教材：

  • ☆ Justin Solomon - Numerical Algorithms, Methods for Computer Vision, Machine Learning, and Graphics

  • Roger A. Horn - Matrix Analysis

  • Gilbert Strang - Linear Algebra and Learning from Data

• 网课：

  • ☆ MIT 6.S955: Applied Numerical Algorithms

  • Stanford CS205A Mathematical Methods for Robotics, Vision, and Graphics

  • MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning