Cursos de Probabilidad y Estadística

Los cursos de probabilidad y estadística exploran conceptos matemáticos para analizar sucesos aleatorios e interpretar datos mediante modelos e inferencias. Utiliza herramientas como Python, R, Excel y Google Sheets para aplicar tus conocimientos teóricos en estadística.

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curso

Introducción a la estadística en R

IntermediateSkill Level

4 horas

3.3K

Mejora tus habilidades estadísticas y aprende a recopilar, analizar y sacar conclusiones precisas de los datos.

programa

Estadístico in R

52 horas

Un estadístico recopila y analiza datos y ayuda a las empresas a dar sentido a los datos cuantitativos, lo que incluye detectar tendencias y hacer predicciones.

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curso

Introducción a la estadística en Python

IntermediateSkill Level

4 horas

6.5K

Mejora tus habilidades estadísticas y aprende a recopilar, analizar y concluir datos con Python.

curso

Introducción a la estadística

BeginnerSkill Level

4 horas

5.5K

Aprende los fundamentos de estadística: medidas de centro y dispersión, distribuciones y pruebas de hipótesis.

curso

Introducción a la estadística en R

IntermediateSkill Level

4 horas

3.3K

Mejora tus habilidades estadísticas y aprende a recopilar, analizar y sacar conclusiones precisas de los datos.

curso

Introduction to Regression in R

IntermediateSkill Level

4 horas

2.7K

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

curso

Introducción a la regresión con modelos estadísticos en Python

IntermediateSkill Level

4 horas

2.6K

Predice precios de viviendas y tasa de clics con análisis de regresión usando statsmodels en Python.

curso

Pruebas de hipótesis en Python

IntermediateSkill Level

4 horas

2.7K

Aprende cómo y cuándo usar pruebas de hipótesis comunes como t-tests, pruebas de proporción y chi-cuadrado en Python.

curso

Muestreo en Python

IntermediateSkill Level

4 horas

2.9K

Aprende a sacar conclusiones de datos limitados usando Python y estadísticas. Curso de muestreo aleatorio.

curso

Hypothesis Testing in R

IntermediateSkill Level

4 horas

1.5K

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

curso

Diseño experimental en Python

IntermediateSkill Level

4 horas

1.2K

Implementa diseños experimentales y realiza análisis estadísticos robustos para conclusiones precisas y válidas.

curso

Regresión intermedia en R

IntermediateSkill Level

4 horas

1.2K

Aprende a realizar regresión lineal y logística con múltiples variables explicativas.

curso

Statistical Thinking in Python (Part 1)

IntermediateSkill Level

3 horas

857

Build the foundation you need to think statistically and to speak the language of your data.

curso

Análisis de Series Temporales en Python

IntermediateSkill Level

4 horas

493

En este curso de cuatro horas, aprenderás lo básico del análisis de series temporales en Python.

curso

Introduction to Statistics in Google Sheets

BeginnerSkill Level

4 horas

882

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

curso

Foundations of Probability in R

BeginnerSkill Level

4 horas

880

In this course, youll learn about the concepts of random variables, distributions, and conditioning.

curso

Sampling in R

IntermediateSkill Level

4 horas

882

Master sampling to get more accurate statistics with less data.

curso

A/B Testing in Python

IntermediateSkill Level

4 horas

286

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

curso

Intermediate Regression with statsmodels in Python

IntermediateSkill Level

4 horas

664

Learn to perform linear and logistic regression with multiple explanatory variables.

curso

Foundations of Inference in R

IntermediateSkill Level

4 horas

601

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

curso

Linear Algebra for Data Science in R

IntermediateSkill Level

4 horas

215

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

curso

Modeling with Data in the Tidyverse

IntermediateSkill Level

4 horas

541

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

curso

Statistical Techniques in Tableau

IntermediateSkill Level

4 horas

476

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

curso

Bayesian Data Analysis in Python

IntermediateSkill Level

4 horas

308

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

curso

Statistical Thinking in Python (Part 2)

IntermediateSkill Level

4 horas

528

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.

curso

RNA-Seq with Bioconductor in R

IntermediateSkill Level

4 horas

201

Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

curso

Time Series Analysis in R

IntermediateSkill Level

4 horas

297

Learn the core techniques necessary to extract meaningful insights from time series data.

curso

Experimental Design in R

IntermediateSkill Level

4 horas

298

In this course youll learn about basic experimental design, a crucial part of any data analysis.

curso

Introduction to Bioconductor in R

IntermediateSkill Level

4 horas

165

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

curso

Introduction to Linear Modeling in Python

IntermediateSkill Level

4 horas

358

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

curso

Anomaly Detection in Python

IntermediateSkill Level

4 horas

108

Detect anomalies in your data analysis and expand your Python statistical toolkit in this four-hour course.

curso

Simulaciones Montecarlo en Python

IntermediateSkill Level

4 horas

149

Aprende a diseñar y ejecutar tus propias simulaciones Montecarlo utilizando Python.

curso

Foundations of Probability in Python

IntermediateSkill Level

5 horas

251

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

curso

Hierarchical and Mixed Effects Models in R

AdvancedSkill Level

4 horas

204

In this course you will learn to fit hierarchical models with random effects.

curso

Generalized Linear Models in R

IntermediateSkill Level

4 horas

307

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

curso

Customer Analytics and A/B Testing in Python

IntermediateSkill Level

4 horas

Learn how to use Python to create, run, and analyze A/B tests to make proactive business decisions.

curso

Forecasting in R

IntermediateSkill Level

5 horas

200

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

curso

Generalized Linear Models in Python

AdvancedSkill Level

5 horas

262

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

curso

Network Analysis in R

IntermediateSkill Level

4 horas

248

Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

curso

Introduction to Network Analysis in Python

IntermediateSkill Level

4 horas

122

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

curso

ARIMA Models in R

IntermediateSkill Level

4 horas

276

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

curso

Fundamentals of Bayesian Data Analysis in R

IntermediateSkill Level

4 horas

119

Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.

curso

Survival Analysis in R

IntermediateSkill Level

4 horas

217

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

curso

Analyzing Survey Data in R

IntermediateSkill Level

4 horas

141

Learn survey design using common design structures followed by visualizing and analyzing survey results.

curso

Inference for Categorical Data in R

AdvancedSkill Level

4 horas

234

In this course youll learn how to leverage statistical techniques for working with categorical data.

curso

Practicing Statistics Interview Questions in Python

AdvancedSkill Level

4 horas

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

curso

Inference for Linear Regression in R

AdvancedSkill Level

4 horas

174

In this course youll learn how to perform inference using linear models.

curso

Factor Analysis in R

AdvancedSkill Level

4 horas

130

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

curso

Foundations of Inference in Python

AdvancedSkill Level

4 horas

108

Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

curso

Structural Equation Modeling with lavaan in R

AdvancedSkill Level

4 horas

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

curso

Inference for Numerical Data in R

AdvancedSkill Level

4 horas

142

In this course youll learn techniques for performing statistical inference on numerical data.

curso

Analyzing Survey Data in Python

IntermediateSkill Level

4 horas

Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.

curso

Survival Analysis in Python

AdvancedSkill Level

4 horas

Use survival analysis to work with time-to-event data and predict survival time.

curso

Differential Expression Analysis with limma in R

AdvancedSkill Level

4 horas

Learn to use the Bioconductor package limma for differential gene expression analysis.

curso

Error and Uncertainty in Google Sheets

IntermediateSkill Level

4 horas

142

Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

curso

Statistical Simulation in Python

IntermediateSkill Level

4 horas

Learn to solve increasingly complex problems using simulations to generate and analyze data.

curso

A/B Testing in R

IntermediateSkill Level

4 horas

Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

curso

Discrete Event Simulation in Python

AdvancedSkill Level

4 horas

Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

curso

Case Study: Analyzing City Time Series Data in R

IntermediateSkill Level

4 horas

138

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

curso

ChIP-seq with Bioconductor in R

IntermediateSkill Level

4 horas

Learn how to analyse and interpret ChIP-seq data with the help of Bioconductor using a human cancer dataset.

curso

Nonlinear Modeling with Generalized Additive Models (GAMs) in R

AdvancedSkill Level

4 horas

GAMs model relationships in data as nonlinear functions that are highly adaptable to different types of data science problems.

curso

Practicing Statistics Interview Questions in R

AdvancedSkill Level

4 horas

In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

curso

Performing Experiments in Python

IntermediateSkill Level

4 horas

Learn about experimental design, and how to explore your data to ask and answer meaningful questions.

curso

Multivariate Probability Distributions in R

IntermediateSkill Level

4 horas

Learn to analyze, plot, and model multivariate data.

curso

Choice Modeling for Marketing in R

AdvancedSkill Level

4 horas

Learn to analyze and model customer choice data in R.

curso

Case Studies in Statistical Thinking

IntermediateSkill Level

4 horas

Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

curso

Intermediate Network Analysis in Python

AdvancedSkill Level

4 horas

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

curso

Bayesian Regression Modeling with rstanarm

AdvancedSkill Level

4 horas

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

curso

Bayesian Modeling with RJAGS

AdvancedSkill Level

4 horas

In this course, youll learn how to implement more advanced Bayesian models using RJAGS.

curso

Forecasting Product Demand in R

IntermediateSkill Level

4 horas

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

curso

Building Response Models in R

AdvancedSkill Level

4 horas

Learn to build simple models of market response to increase the effectiveness of your marketing plans.

curso

Introduction to Anomaly Detection in R

IntermediateSkill Level

4 horas

Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.

curso

Probability Puzzles in R

IntermediateSkill Level

4 horas

Learn strategies for answering probability questions in R by solving a variety of probability puzzles.

curso

Mixture Models in R

IntermediateSkill Level

4 horas

Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

curso

Predictive Analytics using Networked Data in R

IntermediateSkill Level

4 horas

Learn to predict labels of nodes in networks using network learning and by extracting descriptive features from the network

curso

Case Studies: Network Analysis in R

BeginnerSkill Level

4 horas

Apply fundamental concepts in network analysis to large real-world datasets in 4 different case studies.

Recursos relacionados sobre Probabilidad y Estadística

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Introducción al aprendizaje automático estadístico

Descubra la potente fusión de estadística y aprendizaje automático. Explore cómo las técnicas estadísticas sustentan los modelos de aprendizaje automático, permitiendo la toma de decisiones basada en datos.