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Hands-On Simulation Modeling with Python - Second Edition
Author Giuseppe Ciaburro
Learn to construct state-of-the-art simulation models with Python and enhance your simulation modelling skills, as well as create and analyze digital prototypes of physical models with easeKey FeaturesUnderstand various statistical and physical simulations to improve systems using PythonLearn to cre....
Release Date 2022/11 -
Hands-On Simulation Modeling with Python
Author Giuseppe Ciaburro
Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming with this comprehensive guideKey FeaturesLearn to create a digital prototype of a real model using hands-on examples Evaluate the performance....
Release Date 2020/07 -
Hands-On Reinforcement Learning with R
Author Giuseppe Ciaburro
Implement key reinforcement learning algorithms and techniques using different R packages such as the Markov chain, MDP toolbox, contextual, and OpenAI GymKey FeaturesExplore the design principles of reinforcement learning and deep reinforcement learning models Use....
Release Date 2019/12 -
Author Giuseppe Ciaburro
Demonstrate fundamentals of Deep Learning and neural network methodologies using Keras 2.xKey FeaturesExperimental projects showcasing the implementation of high-performance deep learning models with Keras. Use-cases across reinforcement learning, natural language....
Release Date 2018/12 -
Keras Reinforcement Learning Projects
Author Giuseppe Ciaburro
A practical guide to mastering reinforcement learning algorithms using KerasKey FeaturesBuild projects across robotics, gaming, and finance fields, putting reinforcement learning (RL) into action Get to grips with Keras and practice on real-world unstructured datas....
Release Date 2018/09 -
Hands-On Data Warehousing with Azure Data Factory
Author Giuseppe Ciaburro , Michelle Gutzait , Christian Cote
Leverage the power of Microsoft Azure Data Factory v2 to build hybrid data solutionsAbout This BookCombine the power of Azure Data Factory v2 and SQL Server Integration ServicesDesign and enhance performance and scalability of a modern ETL hybrid solutionInteract w....
Release Date 2018/05 -
Hands-On Machine Learning on Google Cloud Platform
Author Alexis Perrier , V Kishore Ayyadevara , Giuseppe Ciaburro
Unleash Google's Cloud Platform to build, train and optimize machine learning modelsAbout This BookGet well versed in GCP pre-existing services to build your own smart modelsA comprehensive guide covering aspects from data processing, analyzing to building and tra....
Release Date 2018/04 -
Author Giuseppe Ciaburro
Build effective regression models in R to extract valuable insights from real dataAbout This BookImplement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing valuesFrom Simple Linear Reg....
Release Date 2018/01 -
Author Balaji Venkateswaran , Giuseppe Ciaburro
Uncover the power of artificial neural networks by implementing them through R code.About This BookDevelop a strong background in neural networks with R, to implement them in your applicationsBuild smart systems using the power of deep learningReal-world case studi....
Release Date 2017/09 -
Author Giuseppe Ciaburro
Extract patterns and knowledge from your data in easy way using MATLABAbout This BookGet your first steps into machine learning with the help of this easy-to-follow guideLearn regression, clustering, classification, predictive analytics, artificial neural networks ....
Release Date 2017/08