Mingzhi
Mingzhi

I am a data science consultant focusing on data management, data exploration, predictive modeling, and big data. Always eager to keep learning.

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2021 © Mingzhi

Introduction to Recommender System and Implementation Using LightFM

Section 1: Introduction to Recommender System In this blog, I will introduce what is recommender...

2021, May 29   —  15 minute read

How CNN-based Detector Helps to Solve Computer Vision Tasks

The possibility of widespread application of autonomous vehicles has been significantly increased with the extensive...

2021, Apr 30   —  4 minute read

Bank Loan Default Prediction--Predictive Modeling (Part 3)

Abstract of the project Objective: In this data challenge, I am going to work with...

2021, Mar 15   —  14 minute read

Bank Loan Default Prediction--Feature Engineering (Part 2)

Abstract of the project Objective: In this data challenge, I am going to work with...

2021, Mar 15   —  17 minute read

Bank Loan Default Prediction with Pandas and Seaborn (Part 1)

Abstract of the project Objective: In this data challenge, I am going to work with...

2021, Mar 15   —  25 minute read

New York Real Estate Analysis and Visualization with Seaborn and Folium

Introduction In this notebook, I use the open source data of New York Real Estate...

2021, Feb 01   —  20 minute read