GuidoS / the-gis-in-data-science

Presentation for NEURISA Day 2018

the-gis-in-data-science

Presentation for NEURISA Day 2018

The GIS In Data Science

What is Data Science?

• "The extraction of knowlegde from data" - Dmitry Zinoview. "Data Science Essentials in Python"
  • Computer Science (data structures, algorithms, visualization)
  • Statistics (regression, inference)
  • Domain Knowledge (questions, result interpretation)

Computer Science

• Data structures
  • point, line polygon
  • units of measure
  • coordinate systems

• Statistics

• Domain Knowledge

Hands Up

The Herald of bad news

Geographics Information... System?

First Class Data Type

What GIS Analysts do

What Data Scientist do

Demystifing Data Science

Words words words

Mysticism

Science

Science

Data

Structured Data

Semi Structured Data

Unstructured Data

Big Data

Analysis

Analytics

Business Information

Data Science

Tools

Python

Pandas

Jupyter

ArcGIS API for Python

CartoFrames

Resources