Statistical Methods Courses and Certifications

Clinical Trials Analysis, Monitoring, and Presentation

57 ratings at Coursera

Learn advanced skills for clinical trial management, including sample size calculation, statistical monitoring, result reporting, and the analyst's role throughout the process.

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

Causal Inference

97 ratings at Coursera

Rigorous mathematical exploration of causal inference methods, including randomization, regression, propensity scores, and matching. Ideal for understanding and applying causal relationships in various fields.

• Coursera
• 12 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Factorial and Fractional Factorial Designs

75 ratings at Coursera

Learn to design and analyze multifactor experiments using factorial and fractional factorial designs, ANOVA, and blocking principles for engineering, science, and business applications.

• Coursera
• 11 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Fundamentals of Macroscopic and Microscopic Thermodynamics

258 ratings at Coursera

Explore macroscopic and microscopic thermodynamics, understanding temperature, pressure, and chemical potential. Learn about the Fundamental Relation, property relations, ensembles, and the partition function linking molecular structure to macroscopic pr…

• Coursera
• 9 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Survey analysis to Gain Marketing Insights

122 ratings at Coursera

Learn advanced survey analysis techniques for marketing insights, including factor analysis, customer segmentation, and perceptual mapping. Apply statistical methods to convert survey data into actionable marketing strategies within the STP framework.

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

Population Health: Responsible Data Analysis

41 ratings at Coursera

Learn responsible data analysis for population health using R. Explore data collection, statistical inference, regression techniques, and critical result interpretation. Gain skills to extract valuable insights and make informed decisions.

• Coursera
• 1 day 3 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Probability and Statistics for Business and Data Science

7259 ratings at Udemy

Learn how to apply probability and statistics to real data science and business applications!

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

Master statistics & machine learning: intuition, math, code

2535 ratings at Udemy

A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.

• Udemy
• 1 day 14 hours 20 minutes
• On-Demand
• Paid Course

Data Privacy and Anonymization in R

Publicly release data sets with a differential privacy guarantee.

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

Time Series Analysis and Forecasting with Python

281 ratings at Udemy

Learn Python for Pandas, Statsmodels, ARIMA, SARIMAX, Deep Learning, LSTM and Forecasting into Future

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

Time Series Analysis in Tableau

In this course, you’ll learn to classify, treat and analyze time series; an absolute must, if you’re serious about stepping up as an analytics professional.

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

Binomial, Normal Distribution, Matrices for Data Science

86 ratings at Udemy

Building on the Foundation: Binomial & Normal Distribution, CRISP DM, Anova, Matrices, Coordinate Geometry

• Udemy
• 16 hours 37 minutes
• On-Demand
• Paid Course

Coursera Instructor Network

GenAI for Data Scientist

Explore Generative AI's impact on data science, learning its technical workings and practical applications. Enhance analytical precision and foster innovation in your data-driven projects.

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

Microcredential

Analytics: Essential Tools and Methods

Gain essential analytics skills using R, Python, and SQL. Learn statistical methods, machine learning, data visualization, and apply them to real-world business projects.

• edX
• 47 weeks, 8-10 hours a week
• On-Demand
• $2,475.00
• 3 courses

Medical statistics

15 ratings at OpenLearn

This free course is concerned with some of the statistical methods used in epidemiology and more widely in medical statistics. Section 1 introduces cohort studies in which individuals are ...

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