Victor Leung
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Machine Learning

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Enhancing Team Learning with AI-Powered Customer Insights

Aug 17, 20245 min read

In today's rapidly evolving business landscape, understanding customer behavior and preferences is crucial for success. To gain this understanding,...

An Overview of Reinforcement Learning

Jul 29, 20243 min read

Reinforcement Learning (RL) is a fascinating and rapidly evolving area of machine learning, where an artificial agent learns to make decisions by...

The Fundamentals of Support Vector Machines

Jul 24, 20243 min read

Support Vector Machines (SVMs) are a fundamental tool in machine learning, renowned for their effectiveness in classification tasks. They can handle...

Building an RNN with LSTM for Stock Prediction

Jul 20, 20243 min read

In this blog post, we will explore the process of building a Recurrent Neural Network (RNN) with Long Short-Term Memory (LSTM) layers to predict the...

Exploring Generative Adversarial Networks (GANs) - The Power of Unsupervised Deep Learning

Jul 16, 20244 min read

Generative Adversarial Networks, commonly known as GANs, have revolutionized the field of unsupervised deep learning since their invention by Ian...

Minimizing GPU RAM and Scaling Model Training Horizontally with Quantization and Distributed Training

Jun 24, 20243 min read

Training multibillion-parameter models in machine learning poses significant challenges, particularly concerning GPU memory limitations. A single...