How to debug your machine learning system Sometimes it's difficult for a newcomer to build their first machine learning system. So, I want to write down some notes from my ML classes to give me some cues to construct the system. 2021-06-08 Machine learning Deep learning machine learning 学习笔记 class review debug
How dose regularization work in ML and DL? - Class review Regularization plays an important role in solving the problems of overfitting. I take some notes about it in classes. 2021-06-06 Machine learning Deep learning class review 正则化 regularization
Machine learning questions I also get some review quiz from cousera. 2021-06-04 Machine learning review machine learning 学习笔记 math questions
如何当好Teaching assistant/TA 这里Dave收集一些对当TA可能有用的技巧，以便日后棋逢麻烦的bachelor students能够游刃有余。 2021-06-03 Scientific Research/科研 scientific research 科研 TA teaching assistant
What is life - Book review The most content of the book, What is life - mind matter, is not new now, since the majority of the knowledge becomes common knowledge now and teachers teach in classes. But it is still worthwhile to 2021-05-30 Book Review philosophy book review
The general research interests development of Dr Liu Jun A concrete introduction. 2021-05-23 Robotics Robotics medical robotics soft robotics research interests
Some conference and journals about Soft and Medical Robotics There are some impactful conference and journals I found from reading papers of my proposed supervise Dr Liu Jun. The research field is soft and medical robotics. 2021-05-23 Robotics Robotics medical robotics soft robotics conference journal
The PhD Grind book review - Job hunt As Philip Guo said, "people suffering under oppressive managers". So I think the most welcomed jobs for a PhD degree holder is "tenure professor and research scientist". I also composed some content 2021-05-22 Book Review Scientific Research/科研 book review scientific research 科研 PhD graduate school professor scientist
The PhD Grind book review - Research grind Again, I haven't undergone PhD grind experience, so that I just composed the content from Philip Guo. 2021-05-22 Book Review Scientific Research/科研 philosophy book review scientific research 科研 PhD graduate school
The PhD Grind book review - Publishable papers I haven't published any papers as an undergraduate, so the general theories about publishable papers all come from Philip Guo. 2021-05-22 Book Review Scientific Research/科研 book review scientific research 科研 PhD graduate school papers
