Taught by the Center for Research and Advanced Studies (Cinvestav), the course aims to provide an overview of the fundamental concepts of Data Science.
In the same way It is intended to know and apply data analysis techniques, model phenomena through statistical techniques and understand and apply machine learning methods.
Chapter 1: Overview
Big Data and Data Mining
Knowledge areas involved
Chapter 2: Gathering Information
Structured Data Sources
Unstructured Data Sources
Chapter 3: Data pre-processing
Chapter 4: Analysis and Modeling
Classification and Clustering
Problem representation with unstructured data
Basic visualization tools
Visualization incorporating geographic information
Other visualization tools.
Portable computer equipment is required
Date: May 2-5, 2017
Venue: Polytechnic University of Yucatán
UPY students $ 500
Canieti partners $ 3,500
General public $ 5,000
send proof of payment to email@example.com