Tag Archives: AI

Java Fundamentals and Machine Learning Summary and Resources

1.Inheritance can be defined as the process where one class acquires the properties (methods and fields) of another. With the use of inheritance the information is made manageable in a hierarchical order.   2. If a class inherits a method … Continue reading

Posted in CS Research&Application, Uncategorized | Tagged , , | Leave a comment

Machine Learning Podcast Learning Notes Apr 18

1. Support Vector Machine (SVM): draw a fat line, like a wall, to classify data set into different categories, dots are support vector and it is used to solve over-fitting problem (vs logistic regression).   Non-linear data set can be … Continue reading

Posted in CS Research&Application, Uncategorized | Tagged , | Leave a comment

Machine Learning Podcast Learning Notes Apr 17

Shallow algorithms Supervised KNN Decision Trees (supervised, classify/regress) Random Forests Unsupervised K-means -> Clustering Apriori -> Association rule learning / Market basket Principle Component Analysis (PCA) -> Dimension Reduction Gradient Boost Buy me a coffee with PayPal and you will have more professional and … Continue reading

Posted in CS Research&Application, Uncategorized | Tagged , , , | Leave a comment

Machine Learning Podcast Learning Notes 

Every morning I listen to this Machine Learning Podcast to learn about the basics and trend of Machine Learning, then I share what I obtained here. Overview of machine learning algorithms. Infer/predict -> error/loss -> train/learn. Supervised, unsupervised, reinforcement learning. … Continue reading

Posted in CS Research&Application, Uncategorized | Tagged , | Leave a comment

Neural Network Learning Notes

1. “…everything became much clearer when I started writing code.” 2. The derivative can be thought of as a force on each input as we pull on the output to become higher. 3. The derivative with respect to some input … Continue reading

Posted in CS Research&Application, Uncategorized | Tagged , , | Leave a comment