LINEAR ALGEBRA AND OPTIMIZATION WITH APPLICATIONS TO MACHINE LEARNING – VOLUME I: LINEAR ALGEBRA FOR COMPUTER VISION, ROBOTICS, AND MACHINE LEARNING