Deep Learning – Howard Nguyen https://howardnguyen.com Ph.D. in Data Science Tue, 24 Mar 2026 06:15:54 +0000 en hourly 1 https://wordpress.org/?v=6.9.4 https://howardnguyen.com/wp-content/uploads/2023/05/H-icon3-36x36.png Deep Learning – Howard Nguyen https://howardnguyen.com 32 32 The AI-Era Choice: Orchestrator, System Builder, or Domain Translator https://howardnguyen.com/the-ai-era-choice-orchestrator-system-builder-or-domain-translator/ https://howardnguyen.com/the-ai-era-choice-orchestrator-system-builder-or-domain-translator/#comments Tue, 24 Mar 2026 06:15:54 +0000 https://howardnguyen.com/?p=2711 Orchestrator, System Builder, or Domain Translator Artificial intelligence is no longer affecting only software developers and data scientists. It is reshaping work across product management, operations, marketing, finance, healthcare, customer support, compliance, consulting, and leadership. Recent workforce research shows that many organizations are already redesigning work around AI…

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]]> https://howardnguyen.com/the-ai-era-choice-orchestrator-system-builder-or-domain-translator/feed/ 6 PyTorch’s Applications https://howardnguyen.com/pytorchs-applications/ Mon, 25 Sep 2023 14:57:12 +0000 https://howardnguyen.com/?p=734 PyTorch is a versatile deep learning framework with a wide range of applications across various domains. Some of its notable applications include: These are just a few examples of the diverse range of applications for PyTorch. Its flexibility and ease of use make it suitable for a wide array of machine learning and deep learning tasks in both research and industry.

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]]> What is PyTorch? https://howardnguyen.com/what-is-pytorch/ Mon, 25 Sep 2023 14:50:56 +0000 https://howardnguyen.com/?p=732 PyTorch is an open-source machine learning framework developed by Facebook’s AI Research lab (FAIR). It is widely used for various machine learning and deep learning tasks, including neural networks, natural language processing, computer vision, and more. PyTorch is known for its flexibility, ease of use, and dynamic computation graph, which makes it a popular choice among researchers and…

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]]> Three Different Types of Machine Learning https://howardnguyen.com/three-different-types-of-machine-learning/ Wed, 13 Sep 2023 22:39:03 +0000 https://howardnguyen.com/?p=723 Machine learning can be broadly categorized into three main types: supervised learning, unsupervised learning, and reinforcement learning. Each type serves different purposes and is used in various applications: Common reinforcement learning algorithms include: Each type of machine learning has its own set of applications and is suitable for different problem domains.

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]]> Deep Learning https://howardnguyen.com/deep-learning/ Sun, 14 May 2023 23:36:25 +0000 https://howardnguyen.com/?p=583 Deep Learning is a subfield of machine learning that focuses on developing and training artificial neural networks (ANNs) with multiple layers, enabling them to learn hierarchical representations of data. Deep Learning models, often called deep neural networks, are designed to mimic the structure and function of the human brain, with interconnected layers of artificial neurons that process and…

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