How to Think about Data Science

How to Think about Data Science

Miranda-Saavedra, Diego

Taylor & Francis Ltd

12/2022

276

Dura

Inglês

9781032375687

15 a 20 dias

712

Descrição não disponível.
A bird's-eye view and the art of asking questions. Descriptive Analytics. Predictive Analytics. How are predictive models trained and evaluated? Are our algorithms racist, sexist and discriminating? Personal data, privacy and cybersecurity. What are the limits of Artificial Intelligence?
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Data Science;Computational;Quantitative;Visualisations;Analytical;Semi-supervised Learning;Data;Recommender System;Predictive Analytics;Machine Learning;Association Rule Analysis;Autonomous Vehicles;Precision Recall Curve;Association Rule Mining;Roc Curve;Data Breaches;Trolley Problem;Collaborative Filtering;Underfitted Model;Supervised Machine Learning;Algorithmic Bias;Shewhart X-bar Charts;Tv Advertising;Catastrophic Forgetting;Simpson's Paradox;GPA Score;RFs;SVMs;Adversarial Examples;Association Rule;Overfitted Model