Statistical Models Courses and Certifications

Career Certificate

SAS Statistical Business Analyst

228 ratings at Coursera

Enhance predictive and statistical modeling skills to drive data-informed business outcomes. Learn hypothesis testing, regression modeling, and logistic regression using SAS software.

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

Generalized Linear Models and Nonparametric Regression

24 ratings at Coursera

Explore advanced statistical modeling tools including GLMs, nonparametric regression, and GAMs. Learn to apply these techniques for classification, data analysis, and ethical decision-making in data science.

• Coursera
• 1 day 18 hours 4 minutes
• Self-Paced
• Paid Course

Regression and Classification

16 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

• Coursera
• 1 day 10 hours 50 minutes
• Self-Paced
• Paid Course

Career Certificate

Modeling and Predicting Climate Anomalies

14 ratings at Coursera

Master climate change analysis through statistical modeling, machine learning, and policy evaluation while developing practical Python skills to predict and interpret extreme weather patterns.

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

Packt

The STATA OMNIBUS: Regression and Modelling with STATA

1 rating

Master regression analysis and modeling in STATA. Learn linear and non-linear techniques, explore advanced strategies, and apply practical examples using real-world data. Gain expertise in interpreting outputs and handling complex statistical scenarios.

• Coursera
• 22 hours 47 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Predictive Analytics & Modeling with Minitab

25 ratings at Coursera

Master predictive analytics and statistical modeling using Minitab and Excel through hypothesis testing, regression, ANOVA, and logistic models for real-world business insights.

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

Multilevel Modeling

21 ratings at Coursera

Introduction to multilevel modeling theory and practice using R, focusing on two-level models with continuous response variables for analyzing hierarchical data in social sciences.

• Coursera
• 7 hours 56 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with R: Build, Analyze & Predict

16 ratings at Coursera

Master machine learning foundations and R programming through hands-on practice with regression, classification, decision trees, and ensemble methods for real-world data analysis.

• Coursera
• 12 hours 31 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Apply Advanced SPSS Data Analytics & Modeling

15 ratings at Coursera

Master SPSS for advanced data analytics, statistical modeling, and predictive analysis through hands-on practice with real-world datasets from finance, healthcare, and market research.

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

EDUCBA

Analyze and Interpret Data Using Excel

11 ratings at Coursera

Master Excel's analytical tools to compute statistics, visualize data relationships, run regression models, and interpret outputs for informed decision-making in real-world scenarios.

• Coursera
• 5 hours 24 minutes
• Self-Paced
• Paid Course

EDUCBA

Predictive Analytics: Apply, Analyze & Interpret

10 ratings at Coursera

Master predictive modeling, hypothesis testing, and regression analysis using Minitab and Excel to transform complex datasets into actionable business insights.

• Coursera
• 12 hours 37 minutes
• Self-Paced
• Paid Course

Using R for Geostatistical Geospatial Modeling

Master geostatistical geospatial modeling with R through hands-on coding of machine learning algorithms, variograms, kriging techniques, and conditional simulation for real-world applications.

• Coursera
• 22 hours 15 minutes
• Self-Paced
• Paid Course

Coursera

Decision Tree Classifier for Beginners in R

Learn to build and evaluate decision tree models in R using the Sonar dataset. Gain hands-on experience with data partitioning, model training, performance metrics, and saving trained models.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

EDUCBA

Apply Advanced Statistical Modeling Using SPSS

Master advanced statistical modeling and predictive analytics using SPSS through real-world datasets from healthcare, finance, and business contexts.

• Coursera
• 10 hours 36 minutes
• Self-Paced
• Paid Course

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