Recommender Systems - Class Review Recommender systems are powerful tools to effectively predict people's taste. Thus, it has huge business value for advertisers. 2021-06-12 Machine learning class review 学习笔记 machine learning recommender systems
Anomaly Detection - Class Review Anomaly detection refers to the problem of finding patterns in data that do not conform to expected behaviour. It can be utilized in fraud detection, medical and public health anomaly detection, indus 2021-06-12 Machine learning class review 学习笔记 machine learning anomaly detection fraud detection
Dimensionality reduction for input data Dimensionality reduction plays an essential part in speeding up learning processes. 2021-06-11 Machine learning class review 学习笔记 machine learning data compression PCA
Unsupervised learning and clustering algorithms Unlabelled data is also a key type of input data of machine learning. Usually, we will cluster these data to discover their structures. 2021-06-11 Machine learning class review 学习笔记 unsupervised learning machine learning clustering K-mean
What is support vector machine/SVM SVM is usually mentioned in Machine Learning. But sometimes I still get confused that how it relates to ML. 2021-06-10 Machine learning 学习笔记 machine learning backpropagation
If only -- Quotes I thought I was a joker in the last relationship with a girl. And it is true. But this movie taught me how to really care for someone. 2021-06-10 Movie Review movie review quotes nerd John Nash
A Beautiful Mind -- Quotes I watched the movie twice, once in my senior high school in 2016, once in university in 2021. It is hard to demonstrate my complex feelings about the movie. But I got some quotes and dialogue from the 2021-06-10 Movie Review movie review quotes nerd John Nash
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 Deep learning Machine learning class review 学习笔记 machine learning 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 Deep learning Machine learning class review 正则化 regularization
Machine learning questions I also get some review quiz from cousera. 2021-06-04 Machine learning review 学习笔记 machine learning math questions