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How to Query Google Street View Static API with Python (UPDATED IN 2020)
The Google Street View Static API is Google’s straightforward HTTP-based API for developers to access its massive collection of street view pictures. Althoug...
Kaggle TensorFlow Speech Recognition Challenge: Training Deep Neural Network for Voice Recognition
In this report, I will introduce my work for our Deep Learning final project. Our project is to finish the Kaggle Tensorflow Speech Recognition Challenge, wh...
Creating a multi-layer perceptron to train on MNIST dataset
In this post I will share my work that I finished for the Machine Learning II (Deep Learning) course at GWU. The mini-project is written with Torch7, a packa...
Applying Bag of Words and Word2Vec models on Reuters-21578 Dataset
Introduction In this post, I will showcase the steps I took to create a continuous vector space based on the corpora included in the famous Reuters-21578 da...
Quick Guide to Create Frequency Table from Wide Table Using R
library(dplyr) library(reshape2) library(ggplot2) This post presents a way to display the distribution of multiple variables (with the same comparable unit...
Global Terrorism Database (1970 - 2015) Detailed Analytics
This post is the third of my three posts about the explorative data analysis project on Global Terrorism Database (GTD). All of the research questions were r...
Global Terrorism Database (1970 - 2015) Descriptive Data Visualization
This post is the second of my three posts on the explorative data analysis project on Global Terrorism Database (GTD). For more information regarding the det...
Global Terrorism Database (1970 - 2015) Preliminary Data Cleaning
Introduction In the coming three posts, I will show my explrative data analytics work on the Global Terrorism Database (GTD), a database maintained by the N...
ArcGIS Map Showcase: My Project Work from Introduction to GIS course
In this post I will lay out my project and assignment work from the course Intro to GIS at The George Washington University. I used ArcGIS software by ESRI t...
Introduction to Machine Learning with Python - Chapter 2 - Linear Models for Classification
Below is my study notes from learning the book Introduction to Machine Learning with Python. Refer to the author’s GitHub repo at https://github.com/amueller...
Introduction to Machine Learning with Python - Chapter 2 - Linear Models for Continuous Target
Below is my study notes from learning the book Introduction to Machine Learning with Python. Refer to the author’s GitHub repo at https://github.com/amueller...
Introduction to Machine Learning with Python - Chapter 2 - Datasets and kNN
Below is my study notes from learning the book Introduction to Machine Learning with Python. Refer to the author’s GitHub repo at https://github.com/amueller...
Introduction to Machine Learning with Python - Chapter 1
Below is my study notes from learning the book Introduction to Machine Learning with Python. Refer to the author’s GitHub repo at https://github.com/amueller...
Object-Oriented Programming with R
1. Introduction to OOP in R Difference between functional programming and OOP? Functional Programming: functions first, then object OOP: data structure...
Exploratory Data Analytics on Capital Bikeshare Data 2015
Project Introduction In the last decade there has been increasing concern regarding the environment and the quality of life, especially in big cities. From ...