1h
Specific Seminar - Wine Bloggers
André Ribeirinho keyboard_arrow_right
3,5h
Understanding Consumers Behavior: Challenges and Opportunities
Rita Coelho do Vale keyboard_arrow_right
6h
Case Studies
Pedro M. Ferreira keyboard_arrow_right
8h
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R for Business Analytics Hands-On
 Rodrigo Belo keyboard_arrow_right
  • Basic R
  • Loading Data from Relational Databases
  • Loading Data from Hadoop
  • Parallel Computing in R
  • Caret Framework
  • H20
  • Omu Sparklyr
3h
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Big Data Tools Ecosystem
Rodrigo Belo keyboard_arrow_right
  • Big Data Systems
  • Lambda Architecture
  • Hadoop 1.0 and 2.0
4h
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Causality, Correlation and Unobserved Effects
 Pedro M. Ferreira keyboard_arrow_right
  • Causality, Correlation and Unobserved Effects: Models and Concerns
  • Causal Analysis in Observational Data
  • Designing Randomized Experiments
3h
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Supervised Learning for Predictive Analytics in Business Applications
  • Introduction to Data Mining and Business Analytics
  • Introduction to Predictive Modeling
  • Model Fit and Model Overfit
  • Model Quality and Performance Evaluation
  • Advanced Topics
1h
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Basic concepts of Data Mining, Machine Learning, Supervised and Unsupervised Learning

 

  • A Review of Statistical Analysis
  • Descriptive Analysis of Large Datasets
3h45
Managing Diversity
Isabel Viegas keyboard_arrow_right
5h15
A Strategic Vision of the Context that Frames Business Activity
Luís Cardoso keyboard_arrow_right