An Explorer of Things

Hello, my name is Chihling :)

Categories

Notes 50

Install 2

Programming 25

Projects 2

Publications 1

Life 2

WSET L2 Studying Notes

Introduction to Database

Link Prediction

Community Detection in Graphs

Label Propagation

Web Graph and Page Ranking

Random Walks on Graphs

Watts-Strogatz Model of Small-Worlds

A Real-World Example of Network Graph

Kleinberg's Model of Small-Worlds

Random Graph Models

Erdos-Renyi Random Graph

Centrality Measures of Graph Nodes

Graph Fundamentals

Classification Models in Machine Learning

Spark MLlib Programming Practice with Airline Dataset

Practice in R: Analysis on all individuals diagnosed with Type I diabetes

Practice in R: Monte Carlo Simulation & Central Limit Theorem (CLT)

Practice in R: Insights on Poverty

Neural Network Architecture and Back-Propagation

Spark Programming Practice on Hadoop Platform

Analyze Airline On-time Performance Dataset

Cluster Validaty and Cluster Number Selection

Aggregation of Clustering Methods

Analyze the NYC Taxi Data

Categorical Data Clustering

Quick-Finding of the Nearest Center

Probabilistic D-Clustering

Vector Quantization and Its Variants

Use Annealing Method to Avoid Local Minimum

Analytical Data Clustering

A Monothetic Clustering Method

Fuzzy Clustering and Fuzzy k-Means

Association Rule Mining 的 Java 程式實作

Peak-Climbing Data Clustering

Graph-Theoretical Method for Clustering

Clustering on New York City Bike Dataset

Mining Association Rules on New York City Bike Dataset

Data Preprocessing and Exploring the New York City Bike Dataset

Data Mining - Anomaly Detection

Basic Functions in Natural Language Processing

線上會議筆記與分享：「Demystifying Data Science」

Paper Notes: Deep Learning at Alibaba

My Trip To Germay in September 2017

Data Manipulation and Visualization Using Elasticsearch and Kibana

Data Mining - Advanced Concepts and Algorithms of Cluster Analysis

Connect to Elastic Cloud with R Client

Divisive Method for Hierarchical Clustering and Minimum Spanning Tree Clustering

Data Mining - Basic Cluster Analysis

Cluster Center Initialization Algorithms (CCIA)

Agglomerative Method for Hierarchical Clustering

Brief Introduction to Popular Data Mining Algorithms

Code Example of a Neural Network for The Function XOR

Imbalanced Data Classification

Association Analysis of Sequence Data

Data Mining - Preprocessing for Association Analysis

Handling Continuous Attributes with Discretization-based Methods

WhaleCharger - Manage Daily Expense with QR Codes

EmailPro - Writing Email Like a Pro

Simple Examples with Spark Streaming

Spark Machine Learning Modules

Create an Excel VBA Add-In

Unit Testing in Python

Spark SQL Using Python

How to Change Schema of a Spark SQL DataFrame?

Brief Introduction of Spark Usage

Generate a Candidate Hash Tree

Frequent Itemset Generation Using FP-Growth

Frequent Itemset Generation Using Apriori Algorithm

Data Mining - Association Analysis

Bayes Classification

Instance Based Classification

Rule Based Classification

Machine Learning on Spark using Java

Logistic Regression Deployment Using Java Spark

Data Preprocessing on Airline Data

Time Series Analysis and Models

Problems Solving For Installing Scikit-Learn on Windows

How To Install GCC and Make on Windows 8 System

Decision Tree

Data Mining - data exploration

Data Mining - classification