Diagrams for visualizing neural network architecture

Kenneth Leung's Tech and Data Science Portfolio

Study Notes for Microsoft Azure AI Engineer Associate Examination (AI-102)

Comprehensive Compilation of Real-World LLM Implementation in Financial Services

Exposing Jailbreak Vulnerabilities in LLM Applications with ARTKIT

Notes compiled based on AWS E-Learning lessons and transcripts

Generative AI Pharmacist (For Demo Purposes Only)

Responsible AI Masterclass (June 2024 Run)

Compilation of high-profile real-world examples of failed machine learning projects

Using Python and Flourish to visualize rank and revenue trends of the world’s largest companies

Scraping Wikipedia by combining LangChain's agents and tools with OpenAI's LLMs and function calling

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

Exploring Bark, the Open-Source Text-to-Audio Generative Model

Advanced pandas - Going Beyond the Basics

ChatPod - Q&A over your Podcasts

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

Post-COVID-19 Vaccine Timer

Keyword Extraction and Analysis Pipeline & Application with KeyBERT and Taipy

Practical Guide to Transfer Learning in TensorFlow for Multiclass Image Classification

Anomaly Detection Pipeline with Isolation Forest model and Kedro framework

Deploying Pyvis Interactive Network Graphs in Streamlit

PyMySQL - Connecting Python and SQL for Data Science

Imputation of Missing Data in Tables

Feature Selection using Simulated Annealing

Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)

Sample implementation codes for a variety of popular image augmentation Python packages

An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell

Assumptions of Logistic Regression, Clearly Explained

Use of OneMap API to extract data relating to selected Singapore location postal codes, latitude-longitude coordinates and travel distance, and travel time (both walking and public transport route …