Titlebook: Hands-on Machine Learning with Python; Implement Neural Net Ashwin Pajankar,Aditya Joshi Book 2022 Ashwin Pajankar and Aditya Joshi 2022 Ma

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Introduction to Machine Learning with Scikit-learnThe modern all-connected world is filled with data. According to an estimate, every second, we generate 2.5 quintillion bytes of data around the world.

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Ensemble Learning MethodsIn the past three chapters, we have discussed and experimented with several supervised learning methods and learned how to evaluate them and tune their performance. Each class of algorithms has merits and demerits and suits a particular class of problems.

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Ashwin Pajankar,Aditya JoshiExplains machine learning process through validation, evaluation, hyperparameter tuning and regularization.Discusses neural network architectures for predicting sequences in the form of Recurrent Neur

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Ashwin Pajankar,Aditya Joshi then affected by so called inertial effects, deviates from that of fluid particles[1, 2, 3]. One critical and difficult point is to develop models which correctly describe the dynamics of particles over a wide range of sizes and density.

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