Roy Wong – Medium

Roy Wong

How Batch Normalization Works: A Practical Guide with PyTorch

Batch normalization is a widely used technique in deep learning that normalizes activations within a mini-batch to improve training…

Jan 31

How Batch Normalization Works: A Practical Guide with PyTorch

Jan 31

Setting Up Ollama for Local AI Model Hosting on Windows

The landscape of AI development is evolving rapidly, with a growing interest in hosting models locally to ensure privacy, optimize…

Jan 25

Setting Up Ollama for Local AI Model Hosting on Windows

Jan 25

A Step-by-Step Guide to Accessing Azure OpenAI GPT-4 Using LangChain

Integrating powerful AI models like GPT-4 into your applications has become increasingly accessible, thanks to platforms like Azure OpenAI…

Jan 16

A Step-by-Step Guide to Accessing Azure OpenAI GPT-4 Using LangChain

Jan 16

A Common Pitfall with mypy: The Importance of Annotations

mypy is a powerful tool for incorporating static type checking into Python, allowing developers to catch errors early. However, it has its…

Jan 8

Jan 8

Understanding React’s Strict Mode: An Essential Tool for Cleaner Code

When working with React, developers often encounter an unexpected behavior in development mode: components rendering twice. This behavior…

Jan 3

Understanding React’s Strict Mode: An Essential Tool for Cleaner Code

Jan 3

A Mentor Who Inspires Beyond Measure: My Journey with Fiona O (Part 1)

Mentorship can often be the turning point in a journey, and for me, FIONA O has been exactly that — a beacon of encouragement and…

Jan 1

Jan 1

Understanding Automatic Differentiation Through Computational Graphs

Automatic Differentiation (AD) is a powerful computational technique used extensively in machine learning, optimization, and other fields…

Dec 31, 2024

Understanding Automatic Differentiation Through Computational Graphs

Dec 31, 2024

Using Python Objects with Gradio: A Guide to gr.State for Developers

Gradio has become a go-to library for building interactive machine learning and data science demos, thanks to its simplicity and…

Dec 25, 2024

Dec 25, 2024

Mastering Button States in Gradio: How to Disable Buttons Dynamically

Gradio has revolutionized the way developers build interactive web applications, offering a simple yet powerful framework to create dynamic…

Dec 24, 2024

Mastering Button States in Gradio: How to Disable Buttons Dynamically

Dec 24, 2024

Mastering gr.FileExplorer in Gradio: Tips for Software Developers

Gradio is a fantastic tool for building machine learning and data-centric web apps with minimal code. Among its versatile widgets…

Dec 22, 2024

Mastering gr.FileExplorer in Gradio: Tips for Software Developers

Dec 22, 2024

Roy Wong

Roy Wong

Full Stack Developer | Data Analyst | Researcher | IT Veteran | Tech Entrepreneur | Enterprise Software Wizardry | Technology Evangelist |EdTech Enthusiast

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