How to Run PyTorch with GPU on Mac Metal GPU

Learn how to enable GPU support for PyTorch on macOS using the Metal Performance Shaders framework. This guide walks you through the setup, ensuring you can leverage the power of Apple's M-series chips for machine learning tasks.

How to Learn Machine Learning

Machine learning (ML) is revolutionizing industries and driving innovation across the globe. But where do you start if you want to get into this exciting field? This step-by-step roadmap simplifies the learning journey, guiding you through…

How to Set Up Llama 3 Locally on a Mac (Without Ollama)

Learn how to set up Llama 3 on your Mac without using Ollama, following the official Meta release instructions. This step-by-step guide will help you get Llama 3 running locally, enabling you to leverage the full potential of the model…

How to Successfully Scale a Startup Engineering Team

Scaling a startup engineering team requires more than just hiring more developers. It's about creating a sustainable structure, improving processes, and fostering a culture of collaboration. In this guide, we’ll explore the strategies that…

Make It Correct, Clear, Concise, and Fast: The Essential Order for Programming Excellence

In software engineering, getting your code correct, clear, concise, and fast - in that order - is crucial. This guide breaks down why following this sequence ensures high-quality, maintainable, and performant code.



Wei-Ming Thor

I create practical guides on Software Engineering, Machine Learning, and running local LLMs.

Creator of ApX Machine Learning Platform

Background

Full-stack engineer who builds web and mobile apps. Now, exploring Machine Learning & Large-Language Models Read more

Writing unmaintainable code since 2010.

Skills/Languages

Best: JavaScript, Python

Web development: HTML, CSS, Javascript, Vue.js, React.js
Mobile development: Android (Java, Kotlin), iOS (Swift), React Native
Back-end development: Node.js, Python, Ruby
Databases: MySQL, PostgreSQL, MongoDB, SQLite, LevelDB
Server: Ubuntu Server, Amazon Linux, Windows Server, Nginx, Docker
Cloud service: Amazon Web Services (AWS)
Machine learning: Tensorflow, PyTorch, Keras, Scikit-Learn
Work

Engineering Manager

Location

Kuala Lumpur, Malaysia

Open Source
Support

Turn coffee into coding guides. Buy me coffee