Certificate in Math for Customer Insights
-- viendo ahoraThe Certificate in Math for Customer Insights is a comprehensive course designed to equip learners with essential mathematical skills required in data-driven customer insights careers. This program emphasizes the importance of mathematical thinking in interpreting customer behavior and making informed business decisions.
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Sin perรญodo de espera
Detalles del Curso
โข Descriptive Statistics: Measures of central tendency, variability, and distribution; data visualization using histograms, box plots, and scatter plots.
โข Probability Theory: Concepts of probability, conditional probability, and Bayes' theorem; discrete and continuous random variables, probability distributions, and joint probability distributions.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and p-values; statistical significance and power analysis; hypothesis testing for means, proportions, and variances.
โข Regression Analysis: Simple and multiple linear regression, polynomial regression, and logistic regression; model selection, diagnostics, and evaluation; interaction and dummy variables.
โข Experimental Design: Randomized controlled trials, factorial designs, and blocking; confounding variables and bias; power calculations and sample size determination.
โข Time Series Analysis: Autoregressive, moving average, and autoregressive moving average models; stationarity, seasonality, and trend; decomposition, autocorrelation, and partial autocorrelation functions.
โข Multivariate Analysis: Principal component analysis, factor analysis, and cluster analysis; linear discriminant analysis and multiple correspondence analysis.
โข Data Mining and Machine Learning: Decision trees, random forests, and support vector machines; ensemble methods and regularization techniques; cross-validation and hyperparameter tuning.
Trayectoria Profesional
Requisitos de Entrada
- Comprensiรณn bรกsica de la materia
- Competencia en idioma inglรฉs
- Acceso a computadora e internet
- Habilidades bรกsicas de computadora
- Dedicaciรณn para completar el curso
No se requieren calificaciones formales previas. El curso estรก diseรฑado para la accesibilidad.
Estado del Curso
Este curso proporciona conocimientos y habilidades prรกcticas para el desarrollo profesional. Es:
- No acreditado por un organismo reconocido
- No regulado por una instituciรณn autorizada
- Complementario a las calificaciones formales
Recibirรกs un certificado de finalizaciรณn al completar exitosamente el curso.
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Preguntas Frecuentes
Tarifa del curso
- 3-4 horas por semana
- Entrega temprana del certificado
- Inscripciรณn abierta - comienza cuando quieras
- 2-3 horas por semana
- Entrega regular del certificado
- Inscripciรณn abierta - comienza cuando quieras
- Acceso completo al curso
- Certificado digital
- Materiales del curso
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