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Introduction to Data Science [E-Book] : A Python Approach to Concepts, Techniques and Applications /
Igual, Laura
2024
Table of Contents:
“...1. Introduction to Data Science -- 2. Toolboxes for Data Scientists -- 3. Descriptive statistics -- 4. Statistical Inference -- 5. Supervised Learning -- 6. Regression Analysis -- 7. Unsupervised Learning -- 8. Network Analysis -- 9. Recommender Systems...”2024
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Ghezzi, Carlo
2024
Table of Contents:
“...Part 1: Background -- Humanism and Enlightenment -- Philosophical Foundations of Digital Humanism -- Evolution of Computing -- The Digital Revolution in a Historical Perspective -- The Social Responsibilities of Scientists and Technologists...”2024
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Bergsmann, Johannes
2024
Table of Contents:
“... Integration and Deployment -- Using Datalog for Effective Continuous Integration Policy Evaluation (Short Paper) -- Communication and Collaboration -- On the Interaction between Software Engineers and Data Scientists when building Machine Learning-Enabled Systems...”2024
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Janes, Andrea
2024
Table of Contents:
“... of Font Formats in Building Efficient Web Applications -- Web Image Formats: Assessment of Their Real-World-Usageand Performance across Popular Web Browsers -- Machine Learning and Data Science -- Operationalizing Assurance Cases for Data Scientists: A Showcase...”2024
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