Acerca de este Curso
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Fechas límite flexibles

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Aprox. 29 horas para completar

Sugerido: 6 weeks, 8-10 hours per week...

Inglés (English)

Subtítulos: Inglés (English)

Habilidades que obtendrás

Binary ClassificationData AnalysisMicrosoft ExcelLinear Regression

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Aprox. 29 horas para completar

Sugerido: 6 weeks, 8-10 hours per week...

Inglés (English)

Subtítulos: Inglés (English)

Los estudiantes que toman este Course son

  • Controllers
  • Marketing Analysts
  • Operations Analysts
  • Data Analysts
  • Chief Financial Officers (CFOs)

Programa - Qué aprenderás en este curso

Semana
1
1 hora para completar

About This Course

2 videos (Total 11 minutos), 2 lecturas
2 videos
Introduction to Mastering Data Analysis in Excel6m
2 lecturas
Specialization Overview10m
Course Overview10m
2 horas para completar

Excel Essentials for Beginners

8 videos (Total 52 minutos), 1 lectura, 2 cuestionarios
8 videos
Basic Excel Vocabulary; Intro to Charting7m
Arithmetic in Excel2m
Functions on Individual Cells3m
Functions on a Set of Numbers10m
Functions on Ordered Pairs of Data8m
Sorting Data in Excel5m
Introduction to the Solver Plug-in8m
1 lectura
Tips for Success10m
2 ejercicios de práctica
Excel Essentials Practice30m
Excel Essentials30m
Semana
2
2 horas para completar

Binary Classification

6 videos (Total 46 minutos), 1 lectura, 2 cuestionarios
6 videos
Bombers and Seagulls: Confusion Matrix8m
Costs Determine Optimal Threshold4m
Calculating Positive and Negative Predictive Values5m
How to Calculate the Area Under the ROC Curve11m
Binary Classification with More than One Input Variable7m
1 lectura
Tips for Success10m
2 ejercicios de práctica
Binary Classification (practice)30m
Binary Classification (graded)45m
Semana
3
2 horas para completar

Information Measures

7 videos (Total 42 minutos), 1 lectura, 2 cuestionarios
7 videos
Probability and Entropy7m
Entropy of a Guessing Game7m
Dependence and Mutual Information3m
The Monty Hall Problem8m
Learning from One Coin Toss, Part 15m
Learning From One Coin Toss, Part 28m
1 lectura
Tips for Success10m
2 ejercicios de práctica
Using the Information Gain Calculator Spreadsheet (practice)30m
Information Measures (graded)45m
Semana
4
3 horas para completar

Linear Regression

11 videos (Total 73 minutos), 1 lectura, 3 cuestionarios
11 videos
Introduction to Standardization4m
Standard Normal Probability Distribution in Excel7m
Calculating Probabilities from Z-scores4m
Central Limit Theorem3m
Algebra with Gaussians6m
Markowitz Portfolio Optimization12m
Standardizing x and y Coordinates for Linear Regression6m
Standardization Simplifies Linear Regression9m
Modeling Error in Linear Regression10m
Information Gain from Linear Regression5m
1 lectura
Tips for Success10m
3 ejercicios de práctica
The Gaussian (practice)30m
Regression Models and PIG (practice)45m
Parametric Models for Regression (graded)45m
4.2
661 revisionesChevron Right

24%

comenzó una nueva carrera después de completar estos cursos

22%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

Principales revisiones sobre Mastering Data Analysis in Excel

por JEOct 31st 2015

The course deserves a 5-star rating because: (1) content is relevant, (2) the professor is concise and possesses great teaching skills, and (3) the learning modules are applicable to daily problems.

por NCDec 20th 2016

Overall, the course material is good with many example. Need a general knowledge with mathematical and statistical from the beginning to pass the exam, because course slide is a little bit fast.

Instructores

Avatar

Jana Schaich Borg

Assistant Research Professor
Social Science Research Institute
Avatar

Daniel Egger

Executive in Residence and Director, Center for Quantitative Modeling
Pratt School of Engineering, Duke University

Acerca de Universidad Duke

Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world....

Acerca de Programa especializado De Excel a MySQL: técnicas de análisis para negocios

Formulate data questions, explore and visualize large datasets, and inform strategic decisions. In this Specialization, you’ll learn to frame business challenges as data questions. You’ll use powerful tools and methods such as Excel, Tableau, and MySQL to analyze data, create forecasts and models, design visualizations, and communicate your insights. In the final Capstone Project, you’ll apply your skills to explore and justify improvements to a real-world business process. The Capstone Project focuses on optimizing revenues from residential property, and Airbnb, our Capstone’s official Sponsor, provided input on the project design. Airbnb is the world’s largest marketplace connecting property-owner hosts with travelers to facilitate short-term rental transactions. The top 10 Capstone completers each year will have the opportunity to present their work directly to senior data scientists at Airbnb live for feedback and discussion....
De Excel a MySQL: técnicas de análisis para negocios

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.

  • No. Completion of a Coursera course does not earn you academic credit from Duke; therefore, Duke is not able to provide you with a university transcript. However, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

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