CMU《深度学习导论|CMU 11785 introduction to deep learning Spring 2024》中英字幕(deepseek)共计28条视频,包括:[01]IDL Spring 2024_ Lecture 0 - Logistics.zh_en、[02]IDL Spring 2024 _ Lecture 1.zh_en、[03]IDL Spring 2024_ Lecture 2.zh_en等,UP主更多精彩视
CMU《机器学习导论|CMU Fall 2023 10-301/601 Introduction to Machine Learning》中英字幕共计48条视频,包括:-Lecture_1_Problem_Formulation_&_Notation.zh_en、-Lecture_1_Problem_Formulation_&_Notation.zh_en、-Lecture_2_Machine_Learning_as_Function_Approximati
课程地址:10-315: ML 11-411/11-611 Natural Language Processing 自然语言处理 课程地址:http://demo.clab.cs.cmu.edu/NLP/ 11-485/11-785 Introduction to Deep Learning 深度学习导论 课程地址:11-785 Deep Learning 15-281 Artificial Intelligence: Representation and Problem Solving 人工智能 课程地址:15...
在项目审批允许的情况下,学生也可以选修其他CMU课程,比如: 10-605, Machine Learning with Large Datasets 10-703, Deep Reinforcement Learning and Control 11-611, Natural Language Processing 11-785, Introduction to Deep Learning 可以看到在整个课程中,设置了一系列数据科学课程,包括机器学习、统计方法等,这是...
15213 (15 spring) Introduction to Computer Systems 这门课我想不需要做过多介绍，CMU的招牌课程，基本...
https://www.zhouxin.space/notes/notes-on-cmu-10-414-deep-learning-system/www.zhouxin.space/notes/notes-on-cmu-10-414-deep-learning-system/ Lecture 1: Introduction and Logistics 课程的目标 本课程的目标是学习现代深度学习系统,了解包括自动微分、神经网络架构、优化以及 GPU 上的高效操作在内的技...
Introduction to Deep Learning for Engineers (6 units) Trustworthy and Ethical AI Engineering (12 units) Project Course (12 units)12-770 Autonomous Sustainable Buildings: From Theory to Practice 三. 申请要求及就业前景 这个项目是今...
Deep Learning with Python, J. Brownlee (https://machinelearningmastery.com/deep-learning-with-python/) Deep Learning Step by Step with Python: A Very Gentle Introduction to Deep Neural Networks for Practical Data Science, N. D. Lewis, (https://www.amazon.com/Deep-Learning-Step-Python-Introdu...
Deep Learning with PythonBy J. Brownlee Deep Learning Step by Step with Python: A Very Gentle Introduction to Deep Neural Networks for Practical Data Science By N. D. Lewis Parallel Distributed Processing By Rumelhart and McClelland Out of print, 1986 ...
除此之外,需要再入学前的暑假完成15-513 Introduction to Computer Systems (6 units)这门先修课的学习,如果没有通过的话,还得在秋季或春季学期补上,并且这门课不计入总学分。 申请要求 尽管MSAII允许非计算机专业的同学申请,但统计或计算机科学背景的同学肯定是有优势的,并且其他专业的同学在申请中也要提供自己上...