Advanced Machine Learning Techniques: with Scikit-Learn and TensorFlow
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商品簡介
"Advanced Machine Learning Techniques with Scikit-Learn and TensorFlow" is an essential guide for data scientists and machine learning practitioners looking to elevate their skills to the next level. Packed with cutting-edge techniques, this book provides an expert overview of advanced machine learning methodologies, starting from sophisticated regression and classification strategies to intricate neural network architectures with TensorFlow. Delve into practical implementations and real-world examples that explain complex concepts such as unsupervised learning, deep learning optimizations, natural language processing, and feature engineering with precision. Each chapter presents a clear, actionable guide to implementing these advanced techniques, supported by code examples and detailed explanations. Whether you're a professional looking to implement machine learning solutions at scale, an academic researcher exploring computational advancements, or a postgraduate student keen on the latest in AI, this book offers the tools, insights, and expertise necessary to harness the power of machine learning with efficiency and accuracy. Master the art and science of machine learning with "Advanced Machine Learning Techniques with Scikit-Learn and TensorFlow" and transform data into actionable knowledge.
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