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shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks-Scikit-Learn and TensorFlow-author;
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Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devices Key;
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Vergelijkbare producten zoals Machine Learning with Scikit-Learn and TensorFlow
shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks-scikit-learn and TensorFlow-author;
Vergelijkbare producten zoals Hands-On Machine Learning with Scikit-Learn and TensorFlow
Features Understand how to implement deep learning with TensorFlow and Keras Learn the fundamentals of computer vision and image recognition;
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all the concepts of deep learning and their implementation with TensorFlow and Keras. What you will learn Build machine learning models;
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learning frameworks such as TensorFlow, Keras, and scikit-learn. Use face recognition and face detection capabilities Create speech-to-text;
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Incorporate deep learning into your development projects through hands-on coding and the latest versions of deep learning software, such as;
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, Sympy, Scikit-learn, Tensorflow, and Keras are applied to simulate and visualize important machine learning concepts like the bias/variance;
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, Sympy, Scikit-learn, Tensorflow, and Keras are applied to simulate and visualize important machine learning concepts like the bias/variance;
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Master the frameworks, models, and techniques that enable machines to 'learn' from data Use scikit-learn for machine learning and TensorFlow for;
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TensorFlow 2 and Keras. The materials used in this book are based on years of successful online education experience and feedback from thousands;
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related to machine learning Includes separate appendices for regular expressions, Keras, and TensorFlow 2;
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Linear Regression techniques with TensorFlow * Learn SVMs with hands-on recipes * Implement neural networks and improve predictions * Apply;
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your own models for effective prediction, using high-level Keras API Perform supervised and unsupervised machine learning and learn advanced;
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updates to scikit-learn. Style and Approach Python Machine Learning Second Edition takes a practical, hands-on coding approach so you can;
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learning with Spark Use popular deep learning frameworks, such as Deeplearning4j, TensorFlow, and Keras Explore popular deep learning algorithms;
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learning environment with scikit-learn. To put scikit-learn to use, you will learn how to implement various supervised and unsupervised machine;
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Python frameworks: Scikit-learn and TensorFlow using Keras. With code and hands-on examples, data scientists will identify difficult-to-find;
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deep learning with details on how to build and train a deep learning model in both Keras and PyTorch before shifting the focus to applications;
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machine learning applications in the world of Python. What You'll Learn Work with simple and complex datasets common to Scikit-Learn Manipulate;
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provide hands-on machine learning solutions with scikit-learn and Python toolkits. The book begins with an explanation of machine learning;
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This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will;
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same code on their own computers. Modern Python modules like Pandas, Sympy, Scikit-learn, Statsmodels, Scipy, Xarray, Tensorflow, and Keras;
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TensorFlow on your computer Learn the fundamentals of statistical regression and neural networks Visualize the machine learning process with;
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Einde inhoud
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