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workflows for predictive modeling using text as features Compare traditional machine learning methods and deep learning methods for text data;
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workflows for predictive modeling using text as features Compare traditional machine learning methods and deep learning methods for text data;
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Machine Learning for Knowledge Discovery with R contains methodologies and examples for statistical modelling, inference, and prediction;
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unsupervised and semi-supervised machine learning techniques with study of semantic analysis and thorough analysis of reviews. Divided into sections;
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This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning;
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AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life applications. It comprises;
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Learning with R helps you cover the complete process of employing R to develop applications using supervised machine learning algorithms for your;
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techniques required to excel with statistical learning methods in the areas of data access, data munging, exploratory data analysis, supervised;
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supervised machine learning models such as linear regression, logistic regression, decision trees, and random forest. You'll also see unsupervised;
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of regression analysis, time series analysis, deep learning models, and cutting-edge applications Book DescriptionMastering Machine Learning Algorithms;
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AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life applications. The AI;
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AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life applications. The AI;
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Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse;
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insights into the application of machine learning tools in the industry * Manipulate data in R efficiently to prepare it for analysis * Master;
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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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learning. Subsequently, it discusses supervised learning, highlighting Python libraries such as NumPy, Pandas and Scikit Learn programming. It also;
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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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learning algorithms for supervised and unsupervised cases Examine statistical concepts for designing data for use in models Dive into linear;
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over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for;
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Understand the difference between supervised and unsupervised models Learn the usage of machine learning through real-world examples Book;
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Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It;
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Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It;
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in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a;
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in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a;
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wants to advance in the field of predictive analytics and machine learning. Familiarity with R and Python will be an added advantage for getting;
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DescriptionScikit-learn is a robust machine learning library for the Python programming language. It provides a set of supervised and unsupervised learning;
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> Features various supervised machine learning based regression models Offers global case studies for turbine wind farm layouts
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