Acerca de este Curso

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Resultados profesionales del estudiante

50%

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

50%

consiguió un aumento de sueldo o ascenso
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio

High school algebra, successful completion of Course 1 in this specialization or equivalent background

Aprox. 18 horas para completar
Inglés (English)

Qué aprenderás

  • Determine assumptions needed to calculate confidence intervals for their respective population parameters.

  • Create confidence intervals in Python and interpret the results.

  • Review how inferential procedures are applied and interpreted step by step when analyzing real data.

  • Run hypothesis tests in Python and interpret the results.

Habilidades que obtendrás

Confidence IntervalPython ProgrammingStatistical InferenceStatistical Hypothesis Testing

Resultados profesionales del estudiante

50%

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

50%

consiguió un aumento de sueldo o ascenso
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio

High school algebra, successful completion of Course 1 in this specialization or equivalent background

Aprox. 18 horas para completar
Inglés (English)

ofrecido por

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Universidad de Míchigan

Programa - Qué aprenderás en este curso

Calificación del contenidoThumbs Up92%(2,532 calificaciones)Info
Semana
1

Semana 1

3 horas para completar

WEEK 1 - OVERVIEW & INFERENCE PROCEDURES

3 horas para completar
9 videos (Total 67 minutos), 5 lecturas, 1 cuestionario
9 videos
Inferential Statistical Analysis with Python Guidelines4m
Introduction to Inference Methods: Oh the Things You Will See!3m
Bag A or Bag B?13m
Introduction to Bayesian4m
This or That? Language and Notation13m
The Python Statistics Landscape2m
Intermediate Python Concepts: Lists vs Numpy Arrays10m
Functions and Lambda Functions, Reading Help Files11m
5 lecturas
Course Syllabus5m
Meet the Course Team!10m
About Our Datasets2m
Help Us Learn More About You!10m
This or That Reference10m
1 ejercicio de práctica
Python Basics Assessment15m
Semana
2

Semana 2

5 horas para completar

WEEK 2 - CONFIDENCE INTERVALS

5 horas para completar
12 videos (Total 118 minutos), 3 lecturas, 3 cuestionarios
12 videos
Understanding Confidence Intervals10m
Demo: Seeing Theory5m
Assumptions for a Single Population Proportion Confidence Interval3m
Conservative Approach & Sample Size Consideration8m
Estimating a Difference in Population Proportions with Confidence6m
Interpretations & Assumptions for Two Population Proportion Intervals4m
Estimating a Population Mean with Confidence14m
Estimating a Mean Difference for Paired Data10m
Estimating a Difference in Population Means with Confidence (for Independent Groups)14m
Introduction to Confidence Intervals in Python12m
Confidence Intervals for Differences between Population Parameters21m
3 lecturas
Confidence Intervals: Other Considerations15m
What Affects the Standard Error of an Estimate?10m
Additional Practice: Confidence Intervals1m
3 ejercicios de práctica
Practice Quiz: All About Confidence Intervals30m
Sample Size & Assumptions
Confidence Intervals Assessment1h
Semana
3

Semana 3

6 horas para completar

WEEK 3 - HYPOTHESIS TESTING

6 horas para completar
12 videos (Total 138 minutos), 4 lecturas, 3 cuestionarios
12 videos
Testing a One Population Proportion8m
Setting Up a Test of Difference in Population Proportions7m
Testing a Difference in Population Proportions8m
Interview: P-Values, P-Hacking and More24m
One Mean: Testing about a Population Mean with Confidence17m
Testing a Population Mean Difference13m
Testing for a Difference in Population Means (for Independent Groups)12m
Demo: Name That Scenario2m
Chocolate & Cycling Assignment2m
Introduction to Hypothesis Testing in Python20m
Walk-Through: Hypothesis Testing with NHANES13m
4 lecturas
Hypothesis Testing: Other Considerations10m
The Relationship between Confidence Intervals & Hypothesis Testing5m
Chocolate & Cycling Assignment Instructions5m
Additional Practice: Hypothesis Testing1m
2 ejercicios de práctica
Name That Scenario15m
Hypothesis Testing in Python Assessment1h
Semana
4

Semana 4

4 horas para completar

WEEK 4 - LEARNER APPLICATION

4 horas para completar
6 videos (Total 77 minutos), 3 lecturas, 1 cuestionario
6 videos
Descriptive Inference Examples for Single Variables Using Confidence Intervals12m
Descriptive Inference Examples for Single Variables Using Hypothesis Testing12m
Comparing Means for Two Independent Samples: An Example14m
Comparing Means for Two Paired Samples: An Example12m
Comparing Proportions for Two Independent Samples: An Example13m
3 lecturas
Assumptions Consistency5m
Revisiting Examples: Accounting for Complex Samples10m
Course Feedback10m
1 ejercicio de práctica
Assessment30m

Reseñas

Principales reseñas sobre INFERENTIAL STATISTICAL ANALYSIS WITH PYTHON

Ver todas las reseñas

Acerca de Programa especializado: Statistics with Python

Statistics with Python

Preguntas Frecuentes

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