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Machine Learning Theory and Applications PDF

510 Pages·2024·English
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by ['negrytux']| 2024| 510 pages| English

About Machine Learning Theory and Applications

This document provides an overview of machine learning theory and applications using Python on classical and quantum machines. It introduces various machine learning concepts including supervised, unsupervised, and reinforcement learning. It discusses essential Python tools for machine learning like Scikit-learn, TensorFlow, Keras and PyTorch. It also introduces HephAIstos, a library for running machine learning workloads on CPUs, GPUs and quantum processors. The document contains several chapters covering topics like feature engineering, machine learning algorithms and their applications.

Detailed Information

Author:['negrytux']
Publication Year:2024
Pages:510
Language:English
Format:PDF
Price:FREE
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