Introduction to

Data Science

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.

Content

Chapter 1: Overview

  • Disambiguation

  • Big Data and Data Mining

  • Knowledge areas involved

 

Chapter 2: Gathering Information

  • Structured Data Sources

  • Unstructured Data Sources

 

Chapter 3: Data pre-processing

  • Motivation

  • Missing Values

  • Scaling

  • Outliers

 

Chapter 4: Analysis and Modeling

  • Statistic analysis

  • Statistical inference

  • Regression Analysis

  • Classification and Clustering

  • Problem representation with unstructured data

 

Chapter5: Visualization

  • Basic visualization tools

  • Visualization incorporating geographic information

  • Other visualization tools.

Portable computer equipment is required

Register Now

Date:  May 2-5, 2017

Venue: Polytechnic University of Yucatán

Cost:  

  • UPY students   $  500 

  • Canieti partners      $ 3,500

  • General public     $ 5,000

Limited availability

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send proof of payment to vinculation@upy.edu.mx