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Hands-On Machine Learning with Scikit-Learn and PyTorch
The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill se...
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Big Data in Context
Legal, Social and Technological Insights...
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Forecasting with generalized Bayesian vector autoregressions
No description available....
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Introduction to Data Science
Data Analysis and Prediction Algorithms with R...
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Software for Exascale Computing - SPPEXA 2016-2019
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Anisotropy Across Fields and Scales
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Defense against the Black Arts
How Hackers Do What They Do and How to Protect against It...
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Data Parallel C++
Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL...
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Optimizing software in C++
An optimization guide for Windows, Linux and Mac platforms...
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The Big Data Agenda
Data Ethics and Critical Data Studies...
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Spatial Thinking in Planning Practice
An Introduction to GIS...
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Foundations of Machine Learning
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Linear Selection Indices in Modern Plant Breeding
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The Data Journalism Handbook
How Journalists Can Use Data to Improve the News...
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Old and New Perspectives on Mortality Forecasting
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Signal Computing
Digital Signals in the Software Domain...
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Vector-autoregression Forecast Models for the Third District States
No description available....
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Ionospheric Multi-Spacecraft Analysis Tools
Approaches for Deriving Ionospheric Parameters...
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Optimizing HPC Applications with Intel Cluster Tools
Hunting Petaflops...
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Real-time Linked Dataspaces
Enabling Data Ecosystems for Intelligent Systems...
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Intelligent Human Computer Interaction
9th International Conference, IHCI 2017, Evry, France, December 11-13, 2017, Proceedings...
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Essentials of Business Analytics
An Introduction to the Methodology and its Applications...
View Book →Forecasting with Vector Nonlinear Time Series Models
No description available....
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The Big Book of Machine Learning Use Cases
Your complete how-to guide to putting ML to work - plus code samples and notebooks...
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Digital Video Concepts, Methods, and Metrics
Quality, Compression, Performance, and Power Trade-off Analysis...
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Analysis for Computer Scientists
Foundations, Methods, and Algorithms...
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Data Collection in Fragile States
Innovations from Africa and Beyond...
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New Horizons for a Data-Driven Economy
A Roadmap for Usage and Exploitation of Big Data in Europe...
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Smart Computing and Communication
This book constitutes the refereed proceedings of the Second International Conference on Smart Computing and Communications, SmartCom 2017, held in Shenzhen, China, in December 2017.The 43 papers pres...
View Book →PostGIS Cookbook
An easy-to-use guide, full of hands-on recipes for manipulating spatial data in a PostGIS database. Each topic is explained and placed in context, and for the more inquisitive, there are more details ...
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Enhanced Living Environments
Algorithms, Architectures, Platforms, and Systems...
View Book →On Robust Forecasting in Dynamic Vector Time Series Models
No description available....
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The Definitive Guide to Graph Databases
for the RDBMS Developer...
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Statistics with Julia
Fundamentals for Data Science, Machine Learning and Artificial Intelligence...
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Graph Databases For Beginners
The #1 Platform for Connected Data...
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Manual of Digital Earth
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Annotated Algorithms in Python
With applications in Physics, Biology, and Finance...
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Critical Data Literacy
Strategies to Effectively Interpret and Evaluate Data Visualizations...
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What Is Data Science?
The future belongs to the companies and people that turn data into products...
View Book →Techniques of Forecasting Using Vector Autoregressions
No description available....
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Ambisonics
A Practical 3D Audio Theory for Recording, Studio Production, Sound Reinforcement, and Virtual Reality...
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Language Technologies for the Challenges of the Digital Age
27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings...
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Solar Particle Radiation Storms Forecasting and Analysis
The HESPERIA HORIZON 2020 Project and Beyond...
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Data Science with Microsoft SQL Server 2016
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View Book →Ubiquitous Computing and Ambient Intelligence: Personalisation and User Adapted Services
This book constitutes the refereed proceedings of the 8th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2014, held in Belfast, UK, in December 2014. The 57 papers pr...
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Problem Solving with Algorithms and Data Structures
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Error-Correction Coding and Decoding
Bounds, Codes, Decoders, Analysis and Applications...
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Clinical Text Mining
Secondary Use of Electronic Patient Records...
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SQL Server Execution Plans, 3rd Edition
For SQL Server 2008 through to 2017 and Azure SQL Database...
View Book →Three Essays on Updating Forecasts in Vector Autoregression Models
Forecasting firms' earnings has long been an interest of market participants and academics. Traditional forecasting studies in a multivariate time series setting do not take into account that the timi...
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Intel Trusted Execution Technology for Server Platforms
A Guide to More Secure Datacenters...
View Book →Big Data in Bioeconomy
This edited open access book presents the comprehensive outcome of The European DataBio Project, which examined new data-driven methods to shape a bioeconomy. These methods are used to develop new and...
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Projection-Based Clustering through Self-Organization and Swarm Intelligence
Combining Cluster Analysis with the Visualization of High-Dimensional Data...
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Graph Databases
New Opportunities for Connected Data...
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Bayesian Methods in the Search for MH370
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Multi-Step Ahead Forecasting of Vector Time Series
This paper develops the theory of multi-step ahead forecasting for vector time series that exhibit temporal nonstationarity and co-integration. We treat the case of a semi-infinite past by developing ...
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Learning Neo4j
Run blazingly fast queries on complex graph datasets with the power of the Neo4j graph database...
View Book →Forecast Skill of Targeted Observations: a Singular Vector Based Diagnostic
No description available....
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Managing Cloud Native Data on Kubernetes
Architecting Cloud Native Data Services Using Open Source Technology...
View Book →Contemporary Studies of Risks in Emerging Technology
With the rapid development of technologies, it becomes increasingly important for us to remain up-to-date on new and emerging technologies. This series, therefore, aims to deliver content on current a...
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Solving PDEs in Python
The FEniCS Tutorial I...
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Data-Driven Policy Impact Evaluation
How Access to Microdata is Transforming Policy Design...
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Advanced Computational and Communication Paradigms
This book presents high-quality, peer-reviewed papers from Fourth International Conference on Advanced Computational and Communication Paradigms (ICACCP 2023), organized by Department of Computer Scie...
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Representation Learning for Natural Language Processing
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Understanding Machine Learning
From Theory to Algorithms...
View Book →Forecasting in Vector Autoregressions with Many Predictors
This paper addresses the issue of improving the forecasting performance of vector autoregressions (VARs) when the set of available predictors is inconveniently large to handle with methods and diagnos...
View Book →Challenges and Opportunities in Artificial Intelligence
Challenges and Opportunities in Artificial Intelligence: Engineering and Management Applications presents a comprehensive exploration of how Artifical Intelligence (AI) is transforming modern engineer...
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Intel Xeon Phi Coprocessor Architecture and Tools
The Guide for Application Developers...
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Efficient Learning Machines
Theories, Concepts, and Applications for Engineers and System Designers...
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Simultaneous Prediction Intervals for Multiple Steps Ahead Forecasts in Vector Time Series
No description available....
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Variant Construction from Theoretical Foundation to Applications
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Pro TBB
C++ Parallel Programming with Threading Building Blocks...
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Programming Computer Vision with Python
Tools and algorithms for analyzing images...
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Programming for Computations - Python
A Gentle Introduction to Numerical Simulations with Python 3.6...
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Forecasting and Assessing Risk of Individual Electricity Peaks
...
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