Demand Forecasting Best Practices
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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The Data Science Design Manual
Professor Steven S. Skiena
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Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques : A Guide to Data Science for Fraud Detection
Bart Baesens
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Painting by Numbers : Data-Driven Histories of Nineteenth-Century Art
Diana Seave Greenwald
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Data Science and Complex Networks : Real Case Studies with Python
Guido (Full Professor in Theoretical Physics, Full Profess Caldarelli
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A First Course in Random Matrix Theory : for Physicists, Engineers and Data Scientists
Marc Potters
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All the News That’s Fit to Click : How Metrics Are Transforming the Work of Journalists
Caitlin Petre
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Data Mining for Managers : How to Use Data (Big and Small) to Solve Business Challenges
R. Boire
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Machine Learning
Zhi-Hua, PhD Zhou
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An Introduction to Machine Learning
Miroslav Kubat
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Machine Learning for Text
Charu C. Aggarwal
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Spatial Data Mining : Theory and Application
Deren Li
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Machine Learning : The Basics
Alexander Jung
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Volunteered Geographic Information : Interpretation, Visualization and Social Context
Dirk Burghardt
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Genome-Scale Algorithm Design : Bioinformatics in the Era of High-Throughput Sequencing
Veli (University of Helsinki) Makinen
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Elements of Data Science, Machine Learning, and Artificial Intelligence Using R
Frank Emmert-Streib
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Embedding Knowledge Graphs with RDF2vec
Heiko Paulheim
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Classification Functions for Machine Learning and Data Mining
Tsutomu Sasao
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Multi-modal Hash Learning : Efficient Multimedia Retrieval and Recommendations
Lei Zhu
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Representation Learning for Natural Language Processing
Zhiyuan Liu
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Entity Alignment : Concepts, Recent Advances and Novel Approaches
Xiang Zhao
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The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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