- Thanks for popping by to my GitHub portfolio! I'm a data scientist and a double-licensed pharmacist with side interests in technical writing and full-stack web development
- An avid learner and driven doer with a bias towards action, I enjoy learning, seeking, and solving meaningful problems with the use of technology and data.
- I welcome you to join me on a data/tech learning journey! Feel free to give me a follow on Medium (https://kennethleungty.medium.com) or on LinkedIn (https://linkedin.com/in/kennethleungty)
- Computer Vision
- Data Extraction and Web Scraping
- Data Science Certification Guides
- Data Science Tools
- Healthcare and Data Science
- Machine Learning
- Natural Language Processing
- Sports Analytics
- Visualization
- Web Development
- Writing for DataCamp
- Writing Tips
| Title | Article | Repo |
|---|---|---|
| Classifying Images of Alcoholic Beverages with fast.ai v2 | 🔗 | 🔗 |
| Russian Car Plate Detection with OpenCV and TesseractOCR | 🔗 | 🔗 |
| Evaluate OCR Output Quality with Character Error Rate (CER) and Word Error Rate (WER) | 🔗 | 🔗 |
| Top Python libraries for Image Augmentation in Computer Vision | 🔗 | 🔗 |
| PyTorch Ignite Tutorial - Classifying Tiny ImageNet with EfficientNet | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| Using OneMap API to extract Singapore postal codes, coordinates and travel distance | - | 🔗 |
| A Detailed Web Scraping Walkthrough Using Python and Selenium | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| 3 Steps to Get AWS Cloud Practitioner Certified in 2 Weeks | 🔗 | 🔗 |
| 3 Steps to Get Tableau Desktop Certified in 2 Weeks | 🔗 | - |
| Title | Article | Repo |
|---|---|---|
| Common Python codes for Data Wrangling | - | 🔗 |
| Enhance your Python code’s readability with pycodestyle | 🔗 | - |
| Free Resources for Generating Realistic Fake Data | 🔗 | - |
| Most Starred and Forked GitHub Repos for Data Science and Python | 🔗 | - |
| Most Starred and Forked GitHub Repos for Data Science and R | 🔗 | - |
| Automatically Generate Machine Learning Code with Just a Few Clicks | 🔗 | - |
| Read and Modify Image Metadata with Python | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| Exploring Illegal Drugs in Singapore — A Data Perspective | 🔗 | 🔗 |
| Pharmacokinetic Modelling of Drug Concentration Trajectories with Ordinary Differential Equations (ODE) and Differential Evolution | - | 🔗 |
| Network Analysis and Visualization of Drug-Drug Interactions | 🔗 | 🔗 |
| Healthcare’s AI Future — In Conversation with Andrew Ng and Fei-Fei Li | 🔗 | - |
| Title | Article | Repo |
|---|---|---|
| Exploring Condominium Rental Prices with Web Scraping and Exploratory Data Analysis | 🔗 | 🔗 |
| Using Ensemble Regressors to Predict Condominium Rental Prices | 🔗 | 🔗 |
| The Dying ReLU Problem, Clearly Explained | 🔗 | - |
| Key Learning Points from MLOps Specialization — Course 1 | 🔗 | 🔗 |
| Key Learning Points from MLOps Specialization — Course 2 | 🔗 | 🔗 |
| Why Bootstrapping Actually Works | 🔗 | - |
| Assumptions of Logistic Regression, Clearly Explained | 🔗 | 🔗 |
| Data-Centric AI Competition - Tips and Tricks of a Top 5% Finish | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| COVID-19 Vaccine — What’s the Public Sentiment? | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| Analyzing English Premier League VAR Football Decisions | 🔗 | 🔗 |
| Combining Python and R for FIFA Football World Ranking Analysis | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| Uniform Singapore Energy Price and Demand Forecast Dashboard (with Plotly Dash) | - | 🔗 |
| Visualizing Fortune 500 Companies in a Bar Chart Race | 🔗 | 🔗 |
| How to Easily Draw Neural Network Architecture Diagrams | 🔗 | 🔗 |
| How to Deploy Interactive Pyvis Network Graphs on Streamlit | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| Post COVID-19 Vaccination Wait-Time Tracker (with Python Flask) | 🔗 | 🔗 |
| Title | Article | Repo |
|---|---|---|
| What Mature Data Infrastructure Looks Like | 🔗 | - |
| Democratizing Data in Government Agencies | 🔗 | - |
| A Survey Into Data Governance Tools | 🔗 | - |
| Scaling Data Science With Data Governance | 🔗 | - |
| 3 Reasons Why All Teams Should Learn SQL | 🔗 | - |
| 3 Reasons Why All Teams Should Learn R | 🔗 | - |
| How Tableau Helps Your Organization Achieve Greater Data Insights | 🔗 | - |
| How PowerBI Helps Your Organization Achieve Greater Data Insights | 🔗 | - |
| Title | Article | Repo |
|---|---|---|
| Create a Clickable Table of Contents for Your Medium Posts | 🔗 | - |