Statistical Methods Courses and Certifications

Statistical Methods for Scientists and Engineers

Comprehensive exploration of statistical techniques including parametric and non-parametric methods, multivariate analysis, and probability distributions for scientific and engineering applications.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video

Data Analytics Certificate Online

Master data analysis, visualization, and statistical methods through hands-on projects with Excel, Python, SQL, Tableau, and machine learning for analyst careers.

• VDCI
• 156 hours
• On-Demand
• $4,995.00

Probability and Statistics for Business and Data Science

7976 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

2956 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 21 minutes
• On-Demand
• Paid Course

Data – What It Is, What We Can Do With It

183 ratings at Coursera

Explore data analysis fundamentals, including theory development, causal inference, descriptive statistics, and data visualization. Gain essential tools for interpreting and evaluating data-driven insights across various fields.

• Coursera
• 11 hours 7 minutes
• On-Demand
• Paid Course

Clinical Trials Analysis, Monitoring, and Presentation

89 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
• Paid Course

Causal Inference

104 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
• Paid Course

Time Series Analysis and Forecasting with Python

521 ratings at Udemy

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

• Udemy
• 10 hours 18 minutes
• On-Demand
• Paid Course

Statistical Methods for Economics

Comprehensive statistical methods course covering data analysis, probability theory, distributions, sampling techniques, and estimation. Emphasizes practical applications in economics using Excel for computations and visualizations.

• Swayam
• 15 weeks
• On-Demand
• Free Online 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

Fundamentals of Macroscopic and Microscopic Thermodynamics

270 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 25 minutes
• On-Demand
• Paid Course

Factorial and Fractional Factorial Designs

81 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
• Paid Course

Survey analysis to Gain Marketing Insights

123 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
• Paid Course

Chemometrics & Machine Learning in Copenhagen

Food Science Data Analysis - Basic Statistical Methods and Visualization Techniques

Master statistical methods and data visualization techniques essential for analyzing food science datasets using R and specialized tools.

• YouTube
• 5 hours 58 minutes
• On-Demand
• Free Video

Data Fluency: Exploring and Describing Data

2627 ratings at LinkedIn Learning

Learn the fundamentals of data fluency and how data can help you make better decisions.

• LinkedIn Learning
• 5 hours 15 minutes
• On-Demand
• Free Trial Available