Cluster Analysis and K-Means
Clustering is about grouping data points together based on similarities among them and difference from others. Cluster Analysis is a great starting point but rarely the sole method used for drawing conclusions.
Logistic Regression in Python
In statistics, the logistic model is used to model the probability of a certain class or event existing such as pass/fail, win/lose, alive/dead or healthy/sick. This can be extended to model several classes of events such as determining whether an image contains a cat, dog, lion, etc.
Linear Regression in Python
In statistics, linear regression is a linear approach to modeling the relationship between a scalar response and one or more explanatory variables. The case of one explanatory variable is called simple linear regression. For more than one explanatory variable, the process is called multiple linear regression.
編程 - 佳句語錄
回答你的問題是情義，不理你是我的權力，沒有人有義務要幫助你，你是在尋求幫助，態度好點，但也不要委屈自己。最後，如果你啥都不會，或者只會一點基礎，不要期望我們告訴你怎麽做！建議買本基礎書籍多看看多練練。
Probability and Statistics in Data Science
Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Data science is related to data mining and big data.
Service-Learning Cheatsheet
Service-Learning is a form of experiential education in which students engage in activities that address human and community needs together with structured opportunities intentionally designed to promote student learning and development. Reflection and reciprocity are key concepts of service-learning.
王陽明 - 越是艱難處，越是修心時
坦蕩必光明，光明必坦蕩，所以說坦蕩蕩光明磊落。生當如此，死亦如此。
讀書真的有用嗎？
上到大學，時間多了，開始思考自己的人生和生活方式。自己想要成為怎樣的人，做怎樣的事，全部由自己設計。期間才發現，讀書真的很有用。
Difference between 'import' and 'from...import' in Python
Python is an interpreted, high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python's design philosophy emphasizes code readability with its notable use of significant whitespace.
Eye Care and Vision Screening Techniques
The eye is an organ that detects light and sends signals along the optic nerve to the brain. In humans, the eye is a valuable sense organ that gives us the ability to see. It allows for light perception and vision, including the ability to differentiate between colors and depth.