Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&AAWS-Certified-Cloud-Practitioner-Notes
Notes compiled based on AWS E-Learning lessons and transcriptsFailed-ML
Compilation of high-profile real-world examples of failed machine learning projectsNeural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture (Created with diagrams.net)MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew NgGenerative-AI-Pharmacist
Generative AI Pharmacist (For Demo Purposes Only)End-to-End-AutoML-Insurance
An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-SellPyvis-Network-Graph-Streamlit
Deploying Pyvis Interactive Network Graphs in StreamlitDrug-Interactions-Network-Analysis-and-Visualization
Network analysis and visualization of drug-drug interactions with NetworkX and PyvisOCR-Metrics-CER-WER
Sample implementation of OCR metrics (CER, WER) calculation with TesseractOCR and fastwerLogistic-Regression-Assumptions
Assumptions of Logistic Regression, Clearly ExplainedImage-Metadata-Exif
Read and modify image metadata in Python with exifkennethleungty
Data Science PortfolioData-Centric-AI-Competition
Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AIAnomaly-Detection-Pipeline-Kedro
Anomaly Detection Pipeline with Isolation Forest model and Kedro frameworkCar-Plate-Detection-OpenCV-TesseractOCR
Russian Car License Plate Detection with OpenCV and TesseractOCR in PythonFIFA-Football-World-Rankings
Analyzing FIFA World Football Rankings with Python and RWikipedia-Scraping-with-LLM-Agents
Scraping Wikipedia by combining LangChain's agents and tools with OpenAI's LLMs and function callingSingapore-Condo-Rental-Market-Analysis
Singapore Condo Rental Prices - From Data Acquisition to PredictionText-to-Audio-with-Bark
Exploring Bark, the Open-Source Text-to-Audio Generative ModelDataWig-Missing-Data-Imputation
Imputation of Missing Data in TablesPyTorch-Ignite-Tiny-ImageNet-Classification
Tiny ImageNet Classification Exercise with PyTorchFortune-Global-500-Bar-Chart-Race
Using Python and Flourish to visualize rank and revenue trends of the world’s largest companiesPrincipal-Component-Regression
Principal Component Regression - Clearly Explained and ImplementedAWS-RDS-MySQL-Python
Integrating Amazon RDS, MySQL Workbench, and PyMySQL to build and deploy a database on the cloudCredit-Card-Fraud-Detection-AutoXGB
Utilizing AutoXGB for Credit Card Financial Fraud DetectionKeyword-Analysis-with-KeyBERT-and-Taipy
Keyword Extraction and Analysis Pipeline & Application with KeyBERT and TaipySimulated-Annealing-Feature-Selection
Feature Selection using Simulated AnnealingCOVID19-Vaccine-Sentiment-Analysis
Sentiment Analysis of COVID-19 Vaccine-related Twitter DataAlcohol-Image-Classifier-fastai
Utilizing fastai to classify images of various types of alcoholic beveragesEnglish-Premier-League-VAR-Analysis
Analyzing Video Assistant Referee (VAR) decisions in the English Premier League (2019 - 2021)Image-Augmentation-Libraries
Sample implementation codes for a variety of popular image augmentation Python packagesChatPod
ChatPod - Q&A over your PodcastsPyMySQL-Demo
PyMySQL - Connecting Python and SQL for Data ScienceTensorFlow-Transfer-Learning-Image-Classification
Practical Guide to Transfer Learning in TensorFlow for Multiclass Image ClassificationStatsAssume
Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)Domain-LLMs
Comprehensive Compilation of Customized LLMs for Specific Domains and IndustriesCommon-Python-Codes
A list of common Python commands I use for data wranglingExploring-Illegal-Drugs
Exploratory data analysis of the counterfeit drugs as reported in Singapore by HSAWeb-Scraping-Walkthrough-HCP-Info
Web scraping script (with Python and Selenium) to automatically compile list of licensed healthcare professionals along with their respective public detailsPost-Vaccine-Timer
Post-COVID-19 Vaccine TimerODE-Modelling-with-Differential-Evolution
Pharmacokinetic modelling of drug concentration trajectories with ordinary differential equations and differential evolutionLove Open Source and this site? Check out how you can help us