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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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Aspiring data science professionals can learn the Scikit-Learn library along with the fundamentals of machine learning with this book. The;
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Use scikit-learn to apply machine learning to real-world problems About This Book * Master popular machine learning models including;
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variety of machine learning tasks effortlessly by leveraging the power of scikit-learn * Perform supervised and unsupervised learning with ease;
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With the flexibility and features of scikit-learn and Python, build machine learning algorithms that optimize the programming process and;
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machine learning problems Key Features Delve into machine learning with this comprehensive guide to scikit-learn and scientific Python Master the;
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experience with machine-learning algorithms is required.;
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scikit-learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision;
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unsupervised learning Examine convolutional neural networks and Recurrent neural networks Get acquainted with scikit-learn and PyTorch Predict;
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Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision;
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visualizations. The second section covers machine learning basics and Scikit-learn library. It also explains supervised learning, unsupervised learning;
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with popular machine learning algorithms. You will be introduced to the most widely used algorithms in supervised, unsupervised, and semi;
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in Scikit-learn are covered as well. You'll also learn commonly used model diagnostic and tuning techniques. These include optimal probability;
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enable you to try out these examples and extend them to your advantage. What You'll Learn Understand machine learning development and;
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the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and;
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latest additions to scikit-learn. It's also expanded to cover cutting-edge reinforcement learning techniques based on deep learning, as well as;
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Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries;
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can be used in the field of data science. Mastering Predictive Analytics with scikit-learn and TensorFlow covers various implementations;
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, and train supervised and semi-supervised models by making use of Python-based libraries such as scikit-learn. You will also discover practical;
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scikit-learn Get up to speed with Intel OpenVINO and its integration with OpenCV 4 Implement high-performance machine learning models with;
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Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoost;
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is important in today's world Become familiar with statistical and traditional machine learning approaches to anomaly detection using Scikit-Learn;
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, Python Machine Learning Second Edition now includes the popular TensorFlow deep learning library. The scikit-learn code has also been fully;
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learning process and walks you through classification with structured data. You'll also learn methods for clustering, predicting a continuous value;
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learning. Subsequently, it discusses supervised learning, highlighting Python libraries such as NumPy, Pandas and Scikit Learn programming. It also;
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Einde inhoud
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