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Ingénierie Informatique (Academic Year 2018/2019) - Big Data

Big Data Analytics and Visualization

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Matériel relatif à l’entier enseignement. - Aula_Virtuale_Big_Data_Analytics_and_Visualization_13122016 (A.Y. 2016/2017) - Visualizzazione delle Informazioni: D3.js_21122016 (A.Y. 2016/2017)

Leçon n.1: Introduction to Big Data Analytics and visualization
Leçon n.2: Introduction to machine learning
Leçon n.3: Fundamentals of machine learning - Part one
Leçon n.4: Fundamentals of machine learning - Part two
Leçon n.5: Fundamentals of machine learning - Part three
Leçon n.6: Deep learning. Part one
Leçon n.7: Deep learning. Part two
Leçon n.8: Bias-variance, and Errors and metrics
Leçon n.9: Support vector machines. Part one
Leçon n.10: Support vector machines. Part two
Leçon n.11: Support vector machines. Part three
Leçon n.12: Unsupervised learning
Leçon n.13: Principal component analysis and factor analysis
Leçon n.14: Reinforcement Learning and Control
Leçon n.15: Learning theory
Leçon n.16: Regularization and model selection