Deep learning is all the rage these days. So I've compiled the best deep learning courses available online.
Coronavirus (Covid-19) pandemic has imposed a complete shut-down of face-to-face teaching to universities and schools, forcing a crash course for online learning plans and technology for students and faculty. In the midst of this unprecedented crisis, video conferencing platforms (e.g., Zoom, ...
• Up-to-date treatment of deep learning covers cutting-edge topics not found in existing texts, such as transformers and diffusion models • Short, focused chapters progress in complexity, easing students into difficult concepts • Pragmatic approach straddling theory and practice gives readers t...
Teaching Fellow (Harvard's version of TA) for the graduate class on "Advanced Topics in Data Science (CS209/109)" at Harvard University. I was in-charge of designing the class project given to the students, and this tutorial has been built on top of the project I designed for the ...
Support Vector Machines (SVMs), a machine learning technique introduced for classification problems in 1995, were faster and provided reasonably good results on smaller amounts of data, and thus had become the norm. As a result, AI and deep learning’s reputation was poor. Graduate students ...
So, predicting students' performance is very interesting and an important task for educational information systems. Machine learning and deep learning are the emerging areas that truly entice more research practices. This research focuses on applying the deep learning methods to educational data for ...
《Randy Olson's data analysis and machine learning projects》 介绍:Randy Olson's的一些数据分析与机器学习项目库,是学习实践的好材料 《GoLearn:Golang machine learning library》 介绍:Golang机器学习库,简单,易扩展 《Swift Ai》 介绍:用Swift开发苹果应用的倒是很多,而用来做机器学习的就比较少了.Swift Ai...
This study examines how to support accounting students to experience deep learning. A sample of 81 students in a third-year undergraduate accounting course was studied employing a phenomenographic research approach, using ten assessed learning tasks for each student (as well as a focus group and ...
This group is for current, past or future students of Prof Andrew Ng's deeplearning.ai class in Coursera. The purpose is for students to get to know each other, ask questions, and share insights. However, remember the Coursera Honor Code - please do not post any solution in the forum!
Description:This 3-credit-hour, 16-week course covers the fundamentals of deep learning. Students will gain a principled understanding of the motivation, justification, and design considerations of the deep neural network approach to machine learning and will complete hands-on projects using TensorFlow...