Tag Archives: Machine Learning

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

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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

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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

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Machine Learning Podcast Learning Notes Apr 13

Steps Data mining -> Data analysis -> Machine Learning   Math Linear Algebra (Matrix) -> Statistics (Probability/inference) -> Calculus Linear Algebra = Matrix (or “Tensor”) math. Wx + b. Chopping in the analogy. Stats = Probability/inference, the heart of machine … Continue reading

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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

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Review basic concepts in Machine Learning

I went over basic concepts, methods and functions in Machine Learning while reading Machine Learning in Action which is written by Peter Harrington and provides executable Python code and is very helpful to those who want to begin learning Machine … Continue reading

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Retsly/Zillow Hackthon Experience

I worked with three guys to build a product in Retsly/Zillow Hackathon (zip.code 2015: Retsly Real Estate & Public Data Hackathon) We established a platform and iOS app to search events, foods, drinks, party, gym pets, schools near a certain address … Continue reading

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