Statistical Models Courses and Certifications

Quantitative Social Science Methods

1 review

First course for incoming Harvard Government Department PhD students; also taken by students in other departments, and students elsewhere through the Harvard Extension School. Instructor: Gary King.

• YouTube
• 19 hours
• On-Demand
• Free Video

Combining Physical and Statistical Models in Projected Global Warming

Combining physical and statistical models to narrow uncertainty in global warming projections, focusing on Earth's energy budget and model-observation relationships for more accurate future warming estimates.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Introduction to Analytics Modeling

5 reviews

Learn essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

• edX
• 16 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Quantitative Research

299 ratings at Coursera

Gain insights for data-driven marketing decisions through survey design, implementation, and analysis. Learn to identify opportunities, maximize response rates, and interpret results using statistical models.

• Coursera
• 17 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Exploratory Data Analysis

Learn data visualization and exploratory analysis using R. Develop statistical intuition, create graphical summaries, and perform probability experiments through hands-on practice with real-world examples.

• Coursera
• 9 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Statistical Methods

Learn statistical methods through real-life examples, R programming, and probability experiments. Develop skills in data analysis, visualization, and interpretation using RStudio. Gain practical insights applicable to various fields.

• Coursera
• 11 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Statistics for Business Analytics: Modelling and Forecasting

Learn to apply statistical techniques for business analytics, covering correlation, regression, and time series forecasting to predict future trends and make data-driven decisions.

• edX
• 10 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Computational Thinking and Big Data

1 review

Learn the core concepts of computational thinking and how to collect, clean and consolidate large-scale datasets.

• edX
• 10 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

NY Regents Exam - Algebra II: Test Prep & Practice

Comprehensive preparation for NY Regents Algebra II exam, covering mathematical reasoning, complex numbers, functions, trigonometry, statistics, and probability through lessons and quizzes.

• Study.com
• 15 hours
• On-Demand
• Paid Course

Univariate continuous distribution theory

2 ratings at OpenLearn

This free course looks at a number of the basic properties of statistical models. Section 1 is concerned with the distributions of continuous random variables which are described by their ...

• OpenLearn
• 10 hours
• On-Demand
• Free Certificate

Monash University Microcredential

Data Science: Data-Driven Decision Making

Discover storytelling with data and make better business decisions using data wrangling, modelling, and storytelling techniques.

• FutureLearn
• 12 weeks, 12 hours a week
• On-Demand
• Paid Course

Machine Learning for Marketing Analytics in R

In this course you'll learn how to use data science for several common marketing tasks.

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

Handling Missing Data with Imputations in R

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

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

Data Science with R

476 ratings at Pluralsight

Data science is becoming more and more valuable to the workplace and to the global economy. Learn how to use the practice of data science and the programming language R to transform your data into actionable insight.

• Pluralsight
• 2 hours 31 minutes
• On-Demand
• Free Trial Available

Interpreting Data with Statistical Models

102 ratings at Pluralsight

Data is everywhere and we always hear about statistics, even if we do not realize it! Over this course we will shape up our statistical knowledge; going from zero to hero analyzing complex patterns of everyday real-world problems.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available