Statistical Modeling Courses and Certifications

Time Series with data.table in R

Master time series data manipulation using data.table in R. Learn efficient techniques for handling large datasets, performing feature engineering, and building statistical models with financial data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Analyzing Survey Data in Python

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.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

2025 R 4.0 Programming for Data Science || Beginners to Pro

151 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

Machine Learning with SciKit-Learn with Python

126 ratings at Udemy

Get a practical understanding of the Scikit-Learn library and learn the ML implementation

• Udemy
• 8 hours 23 minutes
• On-Demand
• Paid Course

R Programming for Data Science and Machine Learning

94 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

Data Analysis and Statistical Modeling in R

71 ratings at Udemy

Learn the foundation of Data Science, Analytics and Data interpretation using statistical tests with real world examples

• Udemy
• 4 hours 58 minutes
• On-Demand
• Paid Course

Regression Analysis in R for Data Science: from Zero to Hero

47 ratings at Udemy

Learn Complete Hands-On Regression Analysis in R for Machine Learning, Statistical Analysis, Data Science, Deep Learning

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Introduction to Regression in R

29 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Case Study: Exploratory Data Analysis in R

15 ratings at DataCamp

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

ARIMA Models in R

15 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Bayesian Regression Modeling with rstanarm

11 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Packt

The STATA OMNIBUS: Regression and Modelling with STATA

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 17 minutes
• On-Demand
• Free Online Course (Audit)

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)

The Network Structure of Police Misconduct

1 review

Explore police misconduct networks in Chicago, examining individual and institutional factors influencing co-misconduct patterns. Gain insights into potential police reform strategies.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Multiple Antenna Communications

1 review

Explore advanced wireless communication techniques including MIMO, beamforming, and channel modeling. Gain insights into spatial diversity, multiplexing, and hybrid approaches for improved signal processing and data transmission.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video