Tags

keep hungry keep foolish
MySQL

    Natural Healing Health Centre Customer DB

  ReadMe File

    Natural Healing Health Centre Customer Database

  EER Diagram

    MySQL Exercise with HeidiSQL

  SQLZoo Exercise Q&A

My Work

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset

    Clustering with KMeans and PCA

  Example on Wine data

    Application Tracking System(ATS) Demo

  Example on one Torono News with NLP Algorithm

    Cluster Analysis for Customer Segmentation

  Demo on Natural Healing Health Centre Customer Database

    Deep Learning in Convolutional Neural Networks

  Demo on MNIST Dataset in Keras and Tensorflow

    Toronto House Price Analysis

  Visualization and Trend

    Basic Model Stacking with Different Algorithms

  Boosting, Bagging and Bootstrap

    Indeed Web Crawler by Python Version 2

  For Data-Related Jobs in Toronto, ON

    Indeed Web Crawler and data analysis in Python

  For Data-Related Jobs in Toronto, ON

    Natural Healing Health Centre Customer DB

  ReadMe File

    Natural Healing Health Centre Customer Database

  EER Diagram

    House Price Analysis in R with XGBoosting

  Demo in Zillow House Price Competition in Kaggle

    Regularized Linear Regression with Model Stacking

  Demo in House Price Data

    Pipeline Processing with Hyper-Parameter-Tuning in Python

  Demo in Titanic Data

    Machine Learning with Model Stacking in Python

  Demo in Titanic Data

    Machine Learning in Random Forest in R

  Demo in Titanic Data

    Apply Function Group in R

  Demo code with Iris data

    Regularized Regression

  L1 and L2 Penalties

    MySQL Exercise with HeidiSQL

  SQLZoo Exercise Q&A

Algorithm

    Regularized Regression

  L1 and L2 Penalties

Python

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset

    Clustering with KMeans and PCA

  Example on Wine data

    Application Tracking System(ATS) Demo

  Example on one Torono News with NLP Algorithm

    Cluster Analysis for Customer Segmentation

  Demo on Natural Healing Health Centre Customer Database

    Basic Model Stacking with Different Algorithms

  Boosting, Bagging and Bootstrap

    Indeed Web Crawler by Python Version 2

  For Data-Related Jobs in Toronto, ON

    Indeed Web Crawler and data analysis in Python

  For Data-Related Jobs in Toronto, ON

    Regularized Linear Regression with Model Stacking

  Demo in House Price Data

    Pipeline Processing with Hyper-Parameter-Tuning in Python

  Demo in Titanic Data

    Machine Learning with Model Stacking in Python

  Demo in Titanic Data

    Regularized Regression

  L1 and L2 Penalties

R

    House Price Analysis in R with XGBoosting

  Demo in Zillow House Price Competition in Kaggle

    Machine Learning in Random Forest in R

  Demo in Titanic Data

    Apply Function Group in R

  Demo code with Iris data

Machine Learning

    Cluster Analysis for Customer Segmentation

  Demo on Natural Healing Health Centre Customer Database

    Toronto House Price Analysis

  Visualization and Trend

    Basic Model Stacking with Different Algorithms

  Boosting, Bagging and Bootstrap

    House Price Analysis in R with XGBoosting

  Demo in Zillow House Price Competition in Kaggle

    Regularized Linear Regression with Model Stacking

  Demo in House Price Data

    Pipeline Processing with Hyper-Parameter-Tuning in Python

  Demo in Titanic Data

    Machine Learning with Model Stacking in Python

  Demo in Titanic Data

    Machine Learning in Random Forest in R

  Demo in Titanic Data

Random Forest

    Machine Learning in Random Forest in R

  Demo in Titanic Data

Algorithms

    Basic Model Stacking with Different Algorithms

  Boosting, Bagging and Bootstrap

    House Price Analysis in R with XGBoosting

  Demo in Zillow House Price Competition in Kaggle

    Pipeline Processing with Hyper-Parameter-Tuning in Python

  Demo in Titanic Data

    Machine Learning with Model Stacking in Python

  Demo in Titanic Data

    Machine Learning in Random Forest in R

  Demo in Titanic Data

Pipeline

    Pipeline Processing with Hyper-Parameter-Tuning in Python

  Demo in Titanic Data

XGBoosting

    House Price Analysis in R with XGBoosting

  Demo in Zillow House Price Competition in Kaggle

Web Crawler

    Indeed Web Crawler by Python Version 2

  For Data-Related Jobs in Toronto, ON

    Indeed Web Crawler and data analysis in Python

  For Data-Related Jobs in Toronto, ON

Tableau

    Toronto House Price Analysis

  Visualization and Trend

    Indeed Web Crawler by Python Version 2

  For Data-Related Jobs in Toronto, ON

Visualization

    Toronto House Price Analysis

  Visualization and Trend

Tensorflow

    Deep Learning in Convolutional Neural Networks

  Demo on MNIST Dataset in Keras and Tensorflow

Deep Learning

    Deep Learning in Convolutional Neural Networks

  Demo on MNIST Dataset in Keras and Tensorflow

MNIST

    Deep Learning in Convolutional Neural Networks

  Demo on MNIST Dataset in Keras and Tensorflow

KMeans

    Cluster Analysis for Customer Segmentation

  Demo on Natural Healing Health Centre Customer Database

NLTK

    Application Tracking System(ATS) Demo

  Example on one Torono News with NLP Algorithm

Natural Language Toolkit

    Application Tracking System(ATS) Demo

  Example on one Torono News with NLP Algorithm

NLP

    Application Tracking System(ATS) Demo

  Example on one Torono News with NLP Algorithm

PCA

    Clustering with KMeans and PCA

  Example on Wine data

K-Means

    Clustering with KMeans and PCA

  Example on Wine data

Clustering

    Clustering with KMeans and PCA

  Example on Wine data

Segmentation

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset

    Clustering with KMeans and PCA

  Example on Wine data

Customer

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset

    Clustering with KMeans and PCA

  Example on Wine data

Logistic Regression

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset

Gradient Boosting

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset

Churn Analysis

    Customer Data Churn Analysis

  Example on Telco Cutomer Churn Analysis dataset