Statistical Modeling Courses and Certifications

Modern Regression Analysis in R

36 ratings at Coursera

Foundational statistical modeling tools for data science, covering linear models, parameter estimation, diagnostics, and ethical implications. Practical skills in R for regression analysis and model selection.

• Coursera
• 1 day 21 hours 27 minutes
• On-Demand
• Paid Course

Microcredential

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 a week
• On-Demand
• Paid Course
• 3 courses

Generalized Linear Models and Nonparametric Regression

21 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
• On-Demand
• Paid Course

From Data to Decisions: Making Predictions with AI

17 ratings at Coursera

Master predictive analytics using AI tools to run regression models, interpret statistical outputs, and transform raw data into actionable business insights and accurate forecasts.

• Coursera
• 1 hour 45 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Microcredential

Modeling and Predicting Climate Anomalies

13 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 a week
• On-Demand
• Paid Course
• 3 courses

Regression Analysis

10 ratings at Coursera

Master regression analysis techniques to model relationships, prevent overfitting, and make data-driven decisions. Explore linear and polynomial regression, regularization, cross-validation, and ensemble methods through hands-on practice.

• Coursera
• 1 day 16 hours 1 minute
• On-Demand
• Paid Course

Statistics for Business Analytics: Data Analysis with Excel

200 ratings at Udemy

Improve your Statistics & Analysis Skills. Enhance your Business and Data Analytics with Statistical Modelling & Excel.

• Udemy
• 5 hours 35 minutes
• On-Demand
• Paid Course

Regression Modeling for Marketers

Elevate marketing skills with regression analysis, data visualization, and advanced statistical techniques for quantifying, explaining, and predicting marketing outcomes and consumer behavior.

• Coursera
• 19 hours 9 minutes
• On-Demand
• Paid Course

Developing Credit Risk Scorecard using SAS

182 ratings at Udemy

Master credit risk scorecard development using SAS through hands-on model building, validation, and calibration techniques for banking and finance applications. Learn data preparation, variable selection, and output interpretation.

• Udemy
• 1 hour 53 minutes
• On-Demand
• Paid Course

R Programming Basics for Data Science and Machine Learning

168 ratings at Udemy

Learn Latest R 4 with R-Studio & Jupyter. DataFrame, Vectors, Matrix, DateTime, GGplot2, Tidyverse, Plotly, etc.

• Udemy
• 14 hours 17 minutes
• On-Demand
• Paid Course

Applied Bayesian for Analytics

Learn how to construct, fit, estimate and compute Bayesian statistical models with the help of OpenBUGS (freely available software)

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Financial Modeling with Gen AI in Banking

143 ratings at Udemy

How to research financial data, build models, and validate assumptions and outputs with generative AI, such as ChatGPT.

• Udemy
• 10 hours 17 minutes
• On-Demand
• Paid Course

R Programming for Data Science and Machine Learning

100 ratings at Udemy

R Programming course for newbies. R installation, data types, statements, functions, conditions, packages, data frames.

• Udemy
• 8 hours 40 minutes
• On-Demand
• Paid Course

Packt

The STATA OMNIBUS: Regression and Modelling with STATA

1 review

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
• On-Demand
• Paid Course