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Tag Archives: AI
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
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
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
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