Informações sobre o curso
5.0
1 classificações
This course aims to introduce learners to advanced visualization techniques beyond the basic charts covered in Information Visualization: Fundamentals. These techniques are organized around data types to cover advance methods for: temporal and spatial data, networks and trees and textual data. In this module we also teach learners how to develop innovative techniques in D3.js. Learning Goals Goal: Analyze the design space of visualization solutions for various kinds of data visualization problems. Learn what designs are available for a given problem and what are their respective advantages and disadvantages. - Temporal - Spatial - Spatio-Temporal - Networks - Trees - Text This is the fourth course in the Information Visualization Specialization. The course expects you to have some basic knowledge of programming as well as some basic visualization skills (as those introduced in the first course of the specialization)....
Globe

cursos 100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Calendar

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Intermediate Level

Nível intermediário

Clock

Approx. 16 hours to complete

Sugerido: 7 hours/week...
Comment Dots

English

Legendas: English...
Globe

cursos 100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Calendar

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Intermediate Level

Nível intermediário

Clock

Approx. 16 hours to complete

Sugerido: 7 hours/week...
Comment Dots

English

Legendas: English...

Programa - O que você aprenderá com este curso

Week
1
Clock
5 horas para concluir

Visualizing Geographical Data

...
Reading
18 vídeos (Total de 116 min), 1 leitura, 1 teste
Video18 videos
What is Geographical Data?8min
When / Why Use a Map?10min
Maps are Not Always the Best or Only Solution!7min
Dot Maps2min
Heat Maps8min
Hexbin Maps3min
Choropleth Maps9min
Graduated Symbol Maps10min
Common Issues With Maps2min
Insensitivity To Sample Size4min
Skewed Spatial Distributions6min
Perceptual Issues4min
Map Projections6min
Interference from Map Features4min
Visualizing Maps + Time9min
Faceting / Small Multiples4min
Recapitulation5min
Reading1 leituras
Ballot Maps Project and Choropleth Maps10min
Week
2
Clock
4 horas para concluir

Visualizing Network Data

...
Reading
18 vídeos (Total de 101 min), 1 leitura, 1 teste
Video18 videos
How do you visualize network data?5min
Additional Attributes7min
Node-Link Diagrams6min
Edge Bundling5min
Fixed Layout: Spatial3min
Clutter Reduction Methods4min
Matrices7min
Part 2 Trees (Hierarchies)4min
Node-Link Trees5min
Special Kind of Trees6min
Decision Trees4min
Trees: Space-Partitioning and Containment Methods6min
Area: Quantity5min
Problem with “Slice-and-Dice” Layout5min
Treemap Advantages/ Disadvantages3min
Sunburst and Icicle Plots4min
Summary and Observations9min
Reading1 leituras
Network Visualization Projects40min
Week
3
Clock
4 horas para concluir

Visualizing Temporal Data

...
Reading
14 vídeos (Total de 66 min), 1 leitura, 1 teste
Video14 videos
Temporal Information5min
Hierarchical Structure / Resolution4min
Visualization Methods5min
Small Multiple Line Charts and Area Charts6min
Effect of “Aspect Ratio” on Line Charts2min
Beyond Line Charts3min
Similar Design Works3min
How do you Visualize Event Data When Events Have a Duration?3min
Visualizing Periodic Phenomena4min
Radial Layouts5min
Increasing Visual Scalability of Timelines6min
Beyond Using Position3min
Recapitulation6min
Reading1 leituras
Visualizing Time Series10min
Week
4
Clock
6 horas para concluir

Interaction and Multiple Views

...
Reading
22 vídeos (Total de 136 min), 1 leitura, 1 teste
Video22 videos
Information Visualization Pipeline7min
Why Manipulate Visualizations?3min
Single / Multiple Views2min
Selection4min
Select → Highlight5min
Select → Show More Information and Select → Apply Operation2min
Navigation5min
Spatial Arrangement2min
Demo Using “LineUp”4min
Video Demo of “Bertifier”5min
Change Mapping5min
Aggregation4min
Filtering5min
Multiple Linked Views5min
Show Different Properties of the Same Data Simultaneously3min
Examples6min
Scenarios and Patterns5min
Scenario 22min
Scenario 37min
Summary6min
Interview with Manuel Lima32min
Reading1 leituras
The Value of Interactionmin

Instrutores

Enrico Bertini

Associate Professor
Computer Science and Engineering

Cristian Felix

PhD. Candidate
Computer Science and Engineering

Sobre New York University Tandon School of Engineering

Tandon offers comprehensive courses in engineering, applied science and technology. Each course is rooted in a tradition of invention and entrepreneurship....

Sobre o Programa de cursos integrados Information Visualization

This specialization provides learners with the necessary knowledge and practical skills to develop a strong foundation in information visualization and to design and develop advanced applications for visual data analysis. The specialization is characterized by two main complementary features: (1) providing a strong understanding of visual perception and the theory of visual encoding to design and evaluate innovative visualization methods; (2) providing the necessary skills to develop advanced web-based applications for visual data analysis. The specialization is organized around four courses that cover fundamentals, applied perception, advanced visualization method and interactive visualization. The specialization is meant to prepare students to work on complex data science projects that require the development of interactive visual interfaces for data analysis. The courses can also be taken individually to improve relevant skills in visualization. For instance, the course on applied perception provides unique skills to evaluate and design innovative visualization in all sorts of scenarios....
Information Visualization

Perguntas Frequentes – FAQ

  • Ao se inscrever para um Certificado, você terá acesso a todos os vídeos, testes e tarefas de programação (se aplicável). Tarefas avaliadas pelos colegas apenas podem ser enviadas e avaliadas após o início da sessão. Caso escolha explorar o curso sem adquiri-lo, talvez você não consiga acessar certas tarefas.

  • Quando você se inscreve no curso, tem acesso a todos os cursos na Especialização e pode obter um certificado quando concluir o trabalho. Seu Certificado eletrônico será adicionado à sua página de Participações e você poderá imprimi-lo ou adicioná-lo ao seu perfil no LinkedIn. Se quiser apenas ler e assistir o conteúdo do curso, você poderá frequentá-lo como ouvinte sem custo.

Mais dúvidas? Visite o Central de Ajuda ao Aprendiz.