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3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

MIT OpenCourseWare, 1 hr 17, 69.9K views, Jan 7, 2026

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MIT 15.773 Hands-On Deep Learning Spring 2024 Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp A recap of training flow is given, then the rest of the session walks through the steps of building a deep neural network in Colab. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on OCW’s YouTube and other social media channels. Personal attacks, hate speech, trolling, and inappropriate comments are not allowed and may be removed. More details at https://ocw.mit.edu/comments.