4-Day Travel Plan in California
4 days are definitely not enough to experience California in depth, but given limited time, I have decided to make
Vincent Yuan
A data scientist who also enjoys photography, music and playing tennis.
5-day Trip Plan Around Chicago in Autumn
I have been living in Chicagoland since I arrived in the United States, this is definitely one of the most
Build a Decision Tree by Hand with TensorFlow Decision Forest
1 Problem Statement
In the real business world, business strategies are mostly generated by decision trees, but the native rules
One Day in Lake Geneva
Living in the middle of United States is not as fun as living in the west and east coast, one
Summary of Data Science and Artificial Intelligence Resources (Continuously Updated)
1 Overview
The purpose of this article is to summarize the machine learning reference materials that I usually use, facilitate
AMEX - Default Prediction Kaggle Competition Summary
1 Overview
American Express (AMEX), a famous financial services company in the United States, hosted a data science competition on
Free Experiment Platform - Amazon SageMaker Studio Lab
1 SageMaker Studio Lab
I have always been a loyal user of Google Colab, and its free GPUs are very
Image Classification with TensorFlow
1 Introduction
This article discusses the task of multi-class image classification using TensorFlow. The main topics covered include loading image
Introduction to Convolutional Neural Network Explainer
1 Introduction
In the article Introduction to TensorFlow Playground, the author introduced a product that uses visualization to understand neural
Univariate Time Series Prediction with TensorFlow
1 Introduction
This article will use TensorFlow to solve time series prediction problems. There is a very detailed but lengthy