Carnegie Mellon University Deep Learning
“Deep Learning” systems, typified by deep neural networks, are increasingly taking over all AI tasks, ranging from language understanding, and speech and image recognition, to machine translation, planning, and even game playing and autonomous driving. As a result, expertise in deep learning is fast changing from an esoteric desirable to a mandatory prerequisite in many advanced academic settings, and a large advantage in the industrial job market.
In this course we will learn about the basics of deep neural networks, and their applications to various AI tasks. By the end of the course, it is expected that students will have significant familiarity with the subject, and be able to apply Deep Learning to a variety of tasks. They will also be positioned to understand much of the current literature on the topic and extend their knowledge through further study.
Instructor: Bhiksha Raj
CMU Introduction to Deep Learning 11-785: Lecture 16
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 15
Введение в глубокое обучение CMU 11-785, осень 2025: Лабораторная работа 8, часть 2
CMU Introduction To Deep Learning 11-785, Fall 2025: Bootcamp HW 3
Введение в глубокое обучение CMU 11-785, осень 2025: Лабораторная работа 8
CMU Introduction To Deep Learning 11-785, Fall 2025: Lab 7
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 13
CMU Introduction To Deep Learning 11-785, Fall 2025: Bootcamp HW5/Guided Project
Введение в глубокое обучение CMU 11-785, осень 2025 г.: Лабораторная работа 6
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 12
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 11
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 9
CMU Introduction To Deep Learning 11-785, Fall 2025: Lab 5
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 10
CMU Introduction To Deep Learning 11-785, Fall 2025: Lab 4
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 8
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 7
CMU Introduction To Deep Learning 11-785, Fall 2025: PSC
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 6
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 5
CMU Introduction To Deep Learning 11-785, Fall 2025: Lab 2
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 4
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 3
CMU Introduction To Deep Learning 11-785, Fall 2025: Hackathon HW1
CMU Introduction To Deep Learning 11-785, Fall 2025: Lab 1
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 2
CMU Introduction To Deep Learning 11-785, Fall 2025: Lecture 1
0.26 Introduction to WandB
0.24 Saving & Loading Model
0.25 Как читать научные статьи