Acerca de este Curso
5.0
1 calificaciones
Programa Especializado
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Nivel intermedio

Nivel intermedio

Horas para completar

Aprox. 20 horas para completar

Sugerido: 3-7 hours per week...
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English)
Programa Especializado
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Nivel intermedio

Nivel intermedio

Horas para completar

Aprox. 20 horas para completar

Sugerido: 3-7 hours per week...
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1
Horas para completar
6 horas para completar

Getting Started

...
Reading
3 videos (Total 32 min), 7 readings, 1 quiz
Video3 videos
Temporal Analysis and Visualization14m
Control Chart Analysis9m
Reading7 lecturas
About the Course10m
Best Practices for Online Learning10m
Technology Tools10m
Learning Journey Syllabus10m
Temporal Analysis10m
Temporal Analysis and Visualization10m
Control Chart Analysis10m
Semana
2
Horas para completar
4 horas para completar

Strings and Sequences

...
Reading
7 videos (Total 101 min), 7 readings, 2 quizzes
Video7 videos
Strings and Sequences: Prefix Search12m
Strings and Sequences: Subsequence Search and Suffix Trees15m
Strings and Sequences: Suffix Arrays11m
Strings and Sequences: Subsequence/Pattern Search23m
Strings and Sequences: Approximate Matches11m
Sequence and Time Series: Edit Distance20m
Reading7 lecturas
Introduction to Strings and Sequences10m
Strings and Sequences: Prefix Search10m
Strings and Sequences: Subsequence Search and Suffix Trees10m
Strings and Sequences: Suffix Arrays10m
Strings and Sequences: Subsequence/Pattern Search10m
Strings and Sequences: Approximate Matches10m
Edit Distance10m
Quiz2 ejercicios de práctica
Knowledge Check: Strings and Sequences30m
Knowledge Check: Edit Distance30m
Semana
3
Horas para completar
3 horas para completar

W-Grams and Other Approaches

...
Reading
6 videos (Total 74 min), 6 readings, 1 quiz
Video6 videos
Cross-Parsing Distance13m
Compression Distance10m
Filtering13m
W-Grams12m
String Kernels and Min-Sampling Similarity Algorithms21m
Reading6 lecturas
Data Review10m
Cross-Parsing Distance10m
Compression Distance10m
Filtering10m
W-Grams (N-Grams)10m
Additional Filtering Algorithms10m
Quiz1 ejercicio de práctica
Knowledge Check: W-Grams and Other Approaches to Filtering30m
Semana
4
Horas para completar
5 horas para completar

Time Series

...
Reading
13 videos (Total 194 min), 12 readings
Video13 videos
Time Series Modeling17m
Time Series Seasonal Differencing22m
Key Properties of ACF and PACF18m
Seasonal Series Using ACF and PACF 519m
Time Series Matching2m
Euclidean Distance and Correlation Similarity5m
Issues with Synchronized Measures4m
Edit Distance and Dynamic Time Warping28m
Reducing the Cost of DTW3m
sDTW Algorithm and SAX12m
Time Series Summary2m
Time Series Motifs35m
Reading12 lecturas
Introduction to Time Series10m
Time Series Models10m
Time Series Seasonal Differencing10m
Key Properties of ACF and PACF10m
Seasonal Series Using ACF and PACF 510m
Introduction to Time Series Matching10m
Euclidean Distance and Correlation Similarity10m
Issues with Synchronized Measures10m
Edit Distance vs Dynamic Time Warping10m
Reducing Costs10m
sDTW Algorithm and SAX10m
Time Series Motifs10m

Instructores

Avatar

Ross Maciejewsk

Associate Professor at Arizona State University in the School of Computing, Informatics & Decision Systems Engineering and Director of the Center for Accelerating Operational Efficiency
School of Computing, Informatics & Decision Systems Engineering
Avatar

K. Selcuk Candan

Professor of Computer Science and Engineering
Director of ASU’s Center for Assured and Scalable Data Engineering (CASCADE)

Acerca de Arizona State University

Arizona State University has developed a new model for the American Research University, creating an institution that is committed to excellence, access and impact. ASU measures itself by those it includes, not by those it excludes. ASU pursues research that contributes to the public good, and ASU assumes major responsibility for the economic, social and cultural vitality of the communities that surround it....

Acerca del programa especializado Data Visualization

Visual representations generated by statistical models help us to make sense of large, complex datasets through interactive exploration, thereby enabling big data to realize its potential for informing decisions. This specialization covers techniques and algorithms for creating effective visualizations based on principles from graphic design, visual art, perceptual psychology, and cognitive science to enhance the understanding of complex data....
Data Visualization

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

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