Thushan Ganegedara Books
Thushan Ganegedara is a machine learning engineer and data scientist with extensive experience in deep learning and natural language processing. He has contributed to open-source projects and has worked on applying TensorFlow to various industrial and research problems.
Known for: TensorFlow in Action
Books by Thushan Ganegedara
TensorFlow in Action
TensorFlow in Action is a comprehensive guide to building and deploying machine learning models using TensorFlow. It covers the fundamentals of deep learning, neural networks, and TensorFlow’s architecture, providing practical examples and hands-on projects to help readers master the framework for real-world applications.
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Understanding Machine Learning and TensorFlow’s Role
Machine learning is, at its core, the science of enabling computers to learn from data. Traditional programming requires explicit rule-based logic; machine learning replaces this rigidity with adaptability. We feed data to algorithms that discern patterns, then use those patterns to make predictions...
From TensorFlow in Action
From Fundamentals to First Models
Before building complex networks, we start with the foundations — linear and logistic regression. These classical models still form the bedrock of ML thinking. Implementing them in TensorFlow clarifies core workflow concepts: defining variables, placeholders, and operations; constructing loss functi...
From TensorFlow in Action
About Thushan Ganegedara
Thushan Ganegedara is a machine learning engineer and data scientist with extensive experience in deep learning and natural language processing. He has contributed to open-source projects and has worked on applying TensorFlow to various industrial and research problems.
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Thushan Ganegedara is a machine learning engineer and data scientist with extensive experience in deep learning and natural language processing. He has contributed to open-source projects and has worked on applying TensorFlow to various industrial and research problems.
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