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Data Science [E-Book] : An Introduction to Statistics and Machine Learning /
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Physical Anti-Collision in RFID Systems [E-Book] : Theory and Practice /
Table of Contents: .... Image theory of physical anti-collision in RFID systems -- Chapter 5. Optimization algorithms and physical anti-collision in RFID systems -- Chapter 6. Deep learning and physical anti-collision in RFID systems....

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Machine Learning, Optimization, and Data Science [E-Book] : 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part II /
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Computational Science - ICCS 2020 [E-Book] : 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part VII /
Table of Contents: ...Simulations of Flow and Transport: Modeling, Algorithms and Computation -- Decoupled and energy stable time-marching scheme for the interfacial flow with soluble surfactants -- A Numerical Algorithm to Solve the Two-Phase Flow in Porous Media Including...

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Multimedia Communications, Services and Security [E-Book] : 10th International Conference, MCSS 2020, Kraków, Poland, October 8-9, 2020, Proceedings /
Table of Contents: ... Algorithm for CO2 Emissions reduction on realistic traffic scenarios exploiting VANET architecture -- Ensemble malware classification using neural networks -- A Resilient Distributed Measurement System for Smart Grid Application -- Impact of Bloom Filters...

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Hands-on reinforcement learning with R : get up to speed with building self-learning systems using R 3.x [E-Book] /
Table of Contents: ... of Reinforcement Learning with R -- 2. Building Blocks of Reinforcement Learning -- Section 2 - Reinforcement Learning Algorithms and Techniques -- 3. Markov Decision Processes in Action -- 4. Multi-Armed Bandit Models -- 5. Dynamic Programming for Optimal Policies -- 6...

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High Performance Computing [E-Book] : 35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22-25, 2020, Proceedings /
Table of Contents: ...Architectures, Networks & Infrastructure -- Artificial Intelligence and Machine Learning -- Data, Storage & Visualization -- Emerging Technologies -- HPC Algorithms -- HPC Applications -- Performance Modeling & Measurement -- Programming Models & Systems...

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Computational Science and Its Applications - ICCSA 2020 [E-Book] : 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part I /
Table of Contents: ...Computational Methods, Algorithms and Scientific Applications -- A convergence analysis of a multistep method applied to an advection-diusion equation in 1-D The influence of reordering algorithms on the convergence of a preconditioned restarted GMRES...

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Hands-on artificial intelligence for IoT : expert machine learning and deep learning techniques for developing smarter IoT systems [E-Book] /
Table of Contents: ... -- Chapter 2: Data Access and Distributed Processing for IoT -- Chapter 3: Machine Learning for IoT -- Chapter 4: Deep Learning for IoT -- Chapter 5: Genetic Algorithms for IoT -- Chapter 6: Reinforcement Learning for IoT -- Chapter 7: Generative Models for IoT...

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Machine learning quick reference : quick and essential machine learning hacks for training smart data models [E-Book] /
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Python deep learning : exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow [E-Book] /
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Hands-on artificial intelligence for beginners : an introduction to AI concepts, algorithms, and their implementation [E-Book] /
Table of Contents: ...Hands-on artificial intelligence for beginners : an introduction to AI concepts, algorithms, and their implementation -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- 1. The History of AI -- 2. Machine Learning Basics -- 3. Platforms...

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Deep learning by example : a hands-on guide to implementing advanced machine learning algorithms and neural networks [E-Book] /
Table of Contents: ...Deep learning by example : a hands-on guide to implementing advanced machine learning algorithms and neural networks -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Data Science - A Birds' Eye View -- Chapter 2: Data...

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Deep learning with TensorFlow : explore neural networks and build intelligent systems with Python [E-Book] /
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Artificial intelligence for robotics : build intelligent robots that perform human tasks using AI techniques [E-Book] /
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TensorFlow machine learning cookbook : over 60 recipes to build intelligent machine learning systems with the power of Python [E-Book] /
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Machine learning algorithms : popular algorithms for data science and machine learning [E-Book] /
Table of Contents: ...Machine learning algorithms : popular algorithms for data science and machine learning -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: A Gentle Introduction to Machine Learning -- Chapter 2: Important Elements...

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Hands-on machine learning with Azure : build powerful models with cognitive machine learning and artificial intelligence [E-Book] /
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Data analysis with python : a modern approach [E-Book] /
Table of Contents: ... -- Chapter 7: Analytics Study: NLP and Big Data with Twitter Sentiment Analysis -- Chapter 8: Analytics Study: Prediction - Financial Time Series Analysis and Forecasting -- Chapter 9: Analytics Study: Graph Algorithms - US Domestic Flight Data Analysis -- Chapter...

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Python reinforcement learning projects : eight hands-on projects exploring reinforcement learning algorithms using TensorFlow [E-Book] /
Table of Contents: ...Python reinforcement learning projects : eight hands-on projects exploring reinforcement learning algorithms using TensorFlow -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Up and Running with Reinforcement Learning...

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