Statistical Modeling Courses and Certifications

Coursera

Simulate with Monte Carlo

Master Monte Carlo simulation techniques to quantify risk and forecast outcomes, building robust models for ROI analysis and sensitivity testing using Python and Excel.

• Coursera
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Packt

Regression Analysis for Statistics & Machine Learning in R

Enhance regression analysis skills in R: from OLS to advanced techniques like GLMs, non-linear models, and machine learning approaches. Practical implementation and result interpretation included.

• Coursera
• 10 hours 30 minutes
• Self-Paced
• Paid Course

EDUCBA

Python: Apply & Evaluate Sales Forecasting with Time Series

Master advanced time series techniques in Python to build, evaluate, and compare SARIMA and Prophet models for accurate sales forecasting and data-driven decision making.

• Coursera
• 5 hours 12 minutes
• Self-Paced
• Paid Course

EDUCBA

Univariate Time Series Analytics & Modeling with EViews

Master ARMA modeling techniques using EViews for univariate time series analysis, from correlograms to model diagnostics and validation.

• Coursera
• 4 hours 51 minutes
• Self-Paced
• Paid Course

Coursera

Forecast and Validate Your Marketing Traffic

Master statistical forecasting and data validation to transform raw web traffic into reliable business intelligence for confident marketing decisions.

• Coursera
• 1 hour 4 minutes
• Self-Paced
• Paid Course

R Programming: Data Analysis and Modeling

Dive into R's data science capabilities with data manipulation, analysis, visualization using ggplot2, and statistical/machine learning modeling for predictions.

• Coursera
• 18 hours
• Self-Paced
• Paid Course

EDUCBA Credential

Analyze and Apply R for Data Analytics

Master R programming for data analytics, statistical modeling, and visualization through hands-on projects and real-world case studies in this beginner-friendly specialization.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

EDUCBA Credential

Apply R for Predictive Analytics and Machine Learning

Master predictive analytics and machine learning with R through hands-on projects in retail, finance, and telecom, building job-ready skills for data-driven decision-making.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Coursera

Regression: Identify Assumptions & Apply Models

Master regression model validation through hands-on practice with OLS assumptions, residual analysis, and diagnostic interpretation in RStudio for trustworthy results.

• Coursera
• 2 hours 1 minute
• Self-Paced
• Paid Course

EDUCBA

Regression & Logistic Models in Excel & Minitab

Master advanced regression techniques and logistic modeling using Excel & Minitab for real-world business applications and predictive analytics.

• Coursera
• 12 hours 9 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Predictor Impact Using Regression in Minitab

Master regression analysis using Minitab through a real-world Tech Mahindra case study, building and comparing models to transform statistical findings into actionable business insights.

• Coursera
• 4 hours 32 minutes
• Self-Paced
• Paid Course

Data Science Fundamentals Part 2: Unit 3

Master statistical modeling and machine learning with Python using real Airbnb data, covering probability, regression, model evaluation, and Scikit-learn implementation.

• Coursera
• 9 hours 16 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Advanced Data Using Minitab Regression Models

Master advanced statistical modeling with Minitab through hands-on regression analysis, decision trees, and real-world business applications for data-driven insights.

• Coursera
• 8 hours 33 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze and Predict Prices Using Regression Techniques

Master regression techniques to analyze datasets, engineer features, handle missing data, and build predictive models for accurate price forecasting in real-world scenarios.

• Coursera
• 5 hours 42 minutes
• Self-Paced
• Paid Course

CIMPA UCR

Modelo Actuarial de Transición y Proyección de Salarios Compuestos a Salarios Globales en la Universidad de Costa Rica - Impacto de las Leyes 9635 y 10159

Explore el análisis actuarial de la transición salarial en el sector público costarricense, enfocado en el impacto de nuevas leyes y proyecciones económicas para un sistema más equitativo.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video