Curso para el examen oficial Cambridge Certificate Advanced

Este curso, impartido por profesorado del British Council, prepara para hacer el examen oficial de Cambridge Certificate of Advanced English. Universidad de verano UAO CEU

🎓 Data Science and Machine Learning | [current-page:pager]UAO CEU

Ciencia de datos y aprendizaje automático
Data Science and Machine Learning
Course title

Data Science and Machine Learning

Academic field

Economics and Business

Duration

5 days (20 hours)

Credits

 

Format

Face-to-face

Language

English

Student profile 

UAO CEU students and prospective students.

ADMISSION AND ENROLMENT

Application is via email: unidestiu@uao.es

Calendar

From 8 to 11 July

 

Introduction and objectives

1. Introduction

This course helps students optimise and automate decisions based on intelligence extracted from their data. It covers how to create data intelligence through a mix of artificial intelligence and business knowledge. This can then lead to tactical quick wins, strategic projects or continuous assessment.

2. Objectives
  • introduction to the R-environment
  • R from scratch
  • dates, control flow and functions
  • functions, apply, Data.table
  • data.table
  • Ggplot2, learning the grammar of graphics
  • dynamic reporting in R and Rmarkdown
  • functional programming & introduction to webscraping
  • introduction to machine learning - linear method
  • machine learning, tree-based models
  • machine learning, unsupervised learning

Course topics 

  • introduction to the R-environment
  • R from scratch
  • dates, control flow and functions
  • functions, apply, Data.table
  • data.table
  • Ggplot2, learning the grammar of graphics
  • dynamic reporting in R and Rmarkdown
  • functional programming & introduction to webscraping
  • introduction to machine learning - linear method
  • machine learning, tree-based models
  • machine learning, unsupervised learning

Faculty 

Carlos Bortt is the Co-Founder & Data Scientist at xplore.ai. He created and scaled data science from scratch at Netquest and is a co-organiser of the Machine Learning Barcelona and BCN-R user’s group meetups. He has appeared on RTVE, speaking on subjects such as “Big data, living with algorithms” and "Millennium – the algorithms".
www.rtve.es and www.rtve.es

 

 

Fees and funding

TOTAL COST

€400 

GRANTS

 

  • Current or future UAO CEU students: 20% discount
  • CEU alumni: 10% discount

MORE INFORMATION

Summer University
Bellesguard, 30. 08022 Barcelona
Tel. +34 932 540 900
unidestiu@uao.es