Machine learning is a data analytics technique that teaches computers to do what comes naturally to humans and animals: learn from experience.
In this page, we write some tutorials and examples on machine learning algorithms and applications. You can learn how to use machine learning in life by following our tutorials.
In this tutorial, we will intorduce you two questions: How to compute the mean and variance of population sample by training batch sample? How to normalize the test batch sample by the mean and variance of population sample?
Nowadays, LSTM and CNN are combined to implement text classification. As to LSTM+CNN and CNN+LSTM, which model will get better performance? In this tutorial, we will disucss it.
max-pooling operation is a common operation in neural networks. Especially, if you are using convolutional networks. It may be used. In this tutorial, we will introduct it for machine learning beginners.
We can press ctrl and + or ctrl and – to zoom in or zoom out a web page. In this tutorial, we will introduce you how to detect the zoom level using javascript.
Pearson Correlation Coefficient and Cosine Similarity can measure the correlation between two varialbes, both of them are in [-1, 1]. In this tutorial, we will discuss the relationship between them.
As to Pearson Correlation Coefficient and Spearman Correlation Coefficient, both of them can meaure the relationship between two variables. However, there are some differences between them. In this tutorial, we will compare them and discuss these differences.
Pearson correlation coefficient aims to measure the strength of the relationship between two variables. In this tutorial, we will introduce it for machine learning beginners.
As to a norm distribution data \(X\), how to convert its distribution to standard normal distribution? In this tutorial, we will introduce you how to do.
In this tutorial, we will discuss how the mean and variance computed in batch normalization, which is very usefult to understand batch normalization.
Aspect Based Sentiment Analysis (ABSA) is often applied on amazon restaurants and laptops reviews. However, if you want to use movie reviews to implement aspect based sentiment analysis, you will find no aspect terms. In this tutorial, we will list some aspect terms in movie review dataset.