Data Science in Healthcare

Subjects: DOAB: download the publication
DOAB: description of the publication

Cybersecurity and Data Science

Subjects: DOAB: download the publication
DOAB: description of the publication

Data Science for Economics and Finance Methodologies and Applications /

Table of Contents: “…Data Science Technologies in Economics and Finance: A Gentle Walk-In -- Supervised Learning for the Prediction of Firm Dynamics -- Opening the Black Box: Machine Learning Interpretability and Inference Tools with an Application to Economic Forecasting -- Machine Learning for Financial Stability -- Sharpening the Accuracy of Credit Scoring Models with Machine Learning Algorithms -- Classifying Counterparty Sector in EMIR Data -- Massive Data Analytics for Macroeconomic Nowcasting -- New Data Sources for Central Banks -- Sentiment Analysis of Financial News: Mechanics and Statistics -- Semi-supervised Text Mining for Monitoring the News About the ESG Performance of Companies -- Extraction and Representation of Financial Entities from Text -- Quantifying News Narratives to Predict Movements in Market Risk -- Do the Hype of the Benefits from Using New Data Science Tools Extend to Forecasting Extremely Volatile Assets? …”
Link to Metadata

Fundamentals of Clinical Data Science

Link to Metadata

Data Science in the Public Interest Improving Government Performance in the Workforce by Hawley, Joshua D.

DOAB: download the publication
DOAB: description of the publication

Information Theory for Data Science by Suh, Changho

Subjects: “…Information Theory, Data Science, Source Coding, Channel Coding, DNA sequencing, DNA sequencing, Top-K ranking, Supervised learning, Unsupervised Learning, Generative Adversarial Networks (GANs), TensorFlow…”
DOAB: download the publication
DOAB: description of the publication

Data Science for Wind Energy by Ding, Yu

Subjects: “…Bayesian Additive Regression Trees;SVM Model;data mining;Power Curve Model;data analytics;Wind Speed;renewable energy;GEV Distribution;wind turbines;PACF Plot;machine learning;Wind Turbine;bayesian methods;Binning Method;data science methods;Local Wind Field;wind energy applications;ARMA Model;turbine reliability assessment;Wind Field Analysis;near-ground wind field analysis;Ahead Forecast;Wind Speed Forecast;Power Curve;Wind Farm;Test Turbine;Importance Sampling Density;Be;GMRF Model…”
DOAB: download the publication
DOAB: description of the publication

Fundamentals of Clinical Data Science

DOAB: download the publication
DOAB: description of the publication

Data Science for Economics and Finance Methodologies and Applications

DOAB: download the publication
DOAB: description of the publication

Data Science: Measuring Uncertainties

Subjects: DOAB: download the publication
DOAB: description of the publication

Data Science and Knowledge Discovery

Subjects: DOAB: download the publication
DOAB: description of the publication

Principles and Applications of Data Science

DOAB: download the publication
DOAB: description of the publication

Software Engineering and Data Science

DOAB: download the publication
DOAB: description of the publication

Geo Data Science for Tourism

DOAB: download the publication
DOAB: description of the publication

Fundamentals of Clinical Data Science

OAPEN Library: download the publication
OAPEN Library: description of the publication

Data Science for Economics and Finance Methodologies and Applications

OAPEN Library: download the publication
OAPEN Library: description of the publication

Information Theory for Data Science by Suh, Changho

Subjects: “…Information Theory, Data Science, Source Coding, Channel Coding, DNA sequencing, DNA sequencing, Top-K ranking, Supervised learning, Unsupervised Learning, Generative Adversarial Networks (GANs), TensorFlow…”
OAPEN Library: download the publication
OAPEN Library: description of the publication

Data Science for Wind Energy by Ding, Yu

Subjects: “…Bayesian Additive Regression Trees;SVM Model;data mining;Power Curve Model;data analytics;Wind Speed;renewable energy;GEV Distribution;wind turbines;PACF Plot;machine learning;Wind Turbine;bayesian methods;Binning Method;data science methods;Local Wind Field;wind energy applications;ARMA Model;turbine reliability assessment;Wind Field Analysis;near-ground wind field analysis;Ahead Forecast;Wind Speed Forecast;Power Curve;Wind Farm;Test Turbine;Importance Sampling Density;Be;GMRF Model…”
OAPEN Library: download the publication
OAPEN Library: description of the publication

Leveraging Data Science for Global Health

Link to Metadata

Integrating Data Science and Earth Science Challenges and Solutions /

Table of Contents: “…Data Science and Earth System Science -- The Digital Earth project: focus and agenda -- Data analysis and exploration with visual approaches -- Data analysis and exploration with computational approaches -- Data analysis and exploration with scientific workflows -- The Digital Earth SMART monitoring concept and tools -- Interdisciplinary collaboration -- Evaluating the success of the Digital Earth project -- Lessons learned in the Digital Earth project.…”
Link to Metadata