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Accelerating Deep Learning with PyTorch and GPUs: A Beginner’s Guide

by Suf | Nov 25, 2024 | GPU, Machine Learning, Programming, Python, PyTorch

Introduction PyTorch is a versatile and widely-used framework for deep learning, offering seamless integration with GPU acceleration to significantly enhance training and inference speeds. This guide walks you through setting up PyTorch to utilize a GPU, using Google...

Top 12 Python Libraries for Data Science and Machine Learning

by Suf | Nov 19, 2021 | Data Science, Machine Learning, Python, Tips

Machine learning is the science of programming a computer to learn from different data and perform inference. Yesteryear, machine learning tasks involved manual coding all of the algorithms and mathematical and statistical formulae. Nowadays, we have fantastic...

The Best Books For Machine Learning for Both Beginners and Experts

by Suf | Sep 28, 2020 | Books, Machine Learning, Research, Tips

Machine learning (ML) is an exciting and rapidly expanding domain in Computer Science. ML is a field of study devoted to the automated improvement of computer algorithms through exposure to data. The knowledge base underneath ML consists of a broad range in topics in...

The History of Machine Learning

by Suf | Aug 27, 2020 | Data Science, Experience, Machine Learning, Research

Machine learning is an exciting and rapidly developing field of study centered around the automated improvement (learning) of computer algorithms through experience with data. Through persistent innovation and research, the capabilities of machine learning are now in...
Paper Reading #3: GPT-3 Explained

Paper Reading #3: GPT-3 Explained

by Suf | Aug 2, 2020 | Data Science, Machine Learning, Research

OpenAI’s GPT-3 (GPT stands for “Generative Pre-trained Transformer”) is a significant milestone for natural language processing and inference. It marks a giant step forward for the scaling of language models. The research demonstrates that the larger...
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