Aug 17, 20231 minPage List: Introduction to Machine LearningThis the page list for Introduction to Machine Learning where I document what I've learned from the Machine Learning Specialization...
Aug 17, 20232 minDay 18: Introduction to Neural NetworkNeural Network Layer The fundamental building block of most modern neural networks is a layer of neurons. Today, we'll learn how to...
Aug 14, 20232 minDay 17: Cost Function with RegularizationNote: in this article we used the term hyper-parameters and parameters interchangeably, lambda and learning-rate are usually referred to...
Aug 11, 20232 minRecommender System part 5: Embeddings and Similarity MeasuresEmbedding Space Embedding refers to a technique used in machine learning to convert discrete elements, such as words, objects, or...
Aug 3, 20234 minRecommender Systems part 4: Candidate Generation - Content-Based FilteringIn this section, we will start to develop a second type of recommender system called content-based filtering algorithm. Collaborative vs...