MengzhiCollaborative Filtering Recommender SystemsCollaborative filtering is a technique used by recommender systems to make predictions or recommendations about items (such as movies…Apr 8Apr 8
MengzhiK-means Algorithm in Machine LearningThis is a machine learning exercise that implements the K-means algorithm for image compression. The K-means algorithm is a method for…Apr 2Apr 2
MengzhiMachine Learning -Decision TreeThis is a practice lab of classifying whether a mushroom is edible or poisonous using decision trees in machine learning.Mar 27Mar 27
MengzhiNeural Networks for Handwritten Digit Recognition, MulticlassThis is a practice lab of neural network for handwritten digit recognition, neural network is one of the advanced learning algorithms and…Mar 20Mar 20
MengzhiA Case of Linear Regression in Machine LearningThis is a hands-on lab that implements one-variable linear regression to predict profits for a restaurant franchise. It is a simple but…Feb 7Feb 7