Tan Jing Yu, Denis 陈劲宇's repositories
StrataScratch
SQL Practice https://www.stratascratch.com/
Image-Classification-Web-App-using-PyTorch-and-Streamlit
A simple web demo with minimal framework using PyTorch and Streamlit to showcase an image classification model.
Decision-making-with-Programming-and-Analytics-Project
Create a command line user interface which allows user to query data from stockcards data file. Understanding customer buying patterns, geographical distribution of transactions, stocks item analysis and forecast.
Instacart-Market-Basket-Analysis
Used association ruling to find out which products were frequently bought together. Aim is to drive higher sales volume and customer retention.
LTA-Mobility-Sensing-Project
Location information about commuter activities is vital for planning for travel disruptions and infrastructural development. The Mobility Sensing Project aims to find innovative and novel ways to identify travel patterns from GPS data and other multi-sensory data collected in smartphones. This will be transformative to provide personalised travel information.
Anomaly-Detection-for-Condition-Monitoring
Condition monitoring of electrical assets are vital to prevent a developing fault from going unnoticed. This project aims to build anomaly detection models to identify significant changes in asset conditions and allow the operators to conduct timely maintenance.
IBM-HR-Analytics
Leverage external data and non-traditional methods to accurately assess and shortlist candidates with the relevant skillsets, experience and psycho-emotional traits, and match them with relevant job openings to drive operational efficiency and improve accuracy in the matching process
HackerRank
SQL/Python Practice https://www.hackerrank.com/
Improving-National-Financial-Well-Being-Through-Machine-Learning-and-Artificial-Intelligence
Predicting financial well-being through survey data from the Consumer Financial Protection Bureau
the-unix-workbench
:house_with_garden: A Book for Anyone to Get Started with Unix
AB-Testing-with-Chi-Squared-Test-to-Maximize-Conversions-and-CTRs
Conducted a chi-squared test to check the validity of A/B test for a new webpage in increasing conversions and click-through rates
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
denistanjingyu
About Me
Designing-and-Developing-Databases-National-Fitness-Challenge
Design and develop a database solution to store information about their national fitness challenge, which is facilitated through the mobile app “Fitness 365”
E-commerce-Technical-Assessment
E-commerce Technical Assessment (SQL and Data Analysis)
Fiverr-Project
Fiverr Project
LeetCode-Algorithms-Problems-Python3-
Algorithms Practice (Python3) https://leetcode.com/
LeetCode-Database-Problems
SQL Practice
Obstacle-Game
Simple obstacle game where you have to move past the enemy characters and reach the treasure
Online-Gaming-Case-Study
Online Gaming Case Study
Predictive-Maintenance-of-Filtration-Units
Investigated the possibility of predictive maintenance of an ultra-filtration unit by adopting machine learning and data analytics to predict the differential pressure
Python-learning-path
This is a documentation about my learning progress in python.
python.learn
My Journey in learning Python
Scraping-Stack-Overflow
Retrieve questions with most number of votes. Retrieve top languages and tag counts.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
To-Do-List
Simple program to open json file and read the contents. Added a few functions to add task input, remove task number input.