Confidence Intervals Courses and Certifications

Probability, Statistical Inference and Regression Analysis

Master probability distributions, statistical inference, and regression analysis through modern applications including bootstrapping, big data, and data visualization techniques.

• Coursera
• 14 hours 40 minutes
• Self-Paced
• Paid Course

Statistical Estimation for Data Science and AI

93 ratings at Coursera

Learn statistical inference, sampling distributions, and confidence intervals. Explore estimation methods, construct good estimators, and develop confidence intervals for various settings. Gain practical skills for data analysis and interpretation.

• Coursera
• 1 day 5 hours 23 minutes
• Self-Paced
• Paid Course

Data Analysis for Managerial Decision-Making

19 ratings at Coursera

Refresh quantitative skills for MBA programs through practical examples and Excel-based data analysis, covering math, statistics, and real-world applications.

• Coursera
• 18 hours 56 minutes
• Self-Paced
• Paid Course

ANOVA and Experimental Design

21 ratings at Coursera

Explore ANOVA, ANCOVA, and experimental design for data science applications. Learn key concepts like randomization, blocking, and factorial design to conduct meaningful experiments and analyze results.

• Coursera
• 1 day 15 hours 57 minutes
• Self-Paced
• Paid Course

Statistics

This course provides an overview of bachelor-level statistics. You will review the concepts of descriptive and inferential statistics. You will use the statistical software package R on real data to gain insight in these topics.

• edX
• 3 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Introduction to Probability and Statistics

1793 ratings at Udemy

Master fundamental probability concepts, data analysis techniques, and statistical inference methods including binomial experiments, confidence intervals, and hypothesis testing.

• Udemy
• 8 hours 30 minutes
• Self-Paced
• Paid Course

Microsoft Excel: Essential Statistics for Data Analysis

1666 ratings at Udemy

Learn statistics for data analysis with fun, real-world Excel demos: probability, hypothesis testing, regression & more!

• Udemy
• 7 hours 52 minutes
• Self-Paced
• Paid Course

American Psychological Association

Statistics in Psychological Research

66 ratings at Coursera

This is primarily aimed at first- and second-year undergraduates interested in psychology, statistics, data analysis, and research methods along with high school students and professionals with similar interests.

• Coursera
• 11 hours 47 minutes
• Self-Paced
• Paid Course

Applied Statistics for Data Analytics

61 ratings at Coursera

Gain insights into foundational statistics, from descriptive analysis to hypothesis testing, while mastering practical techniques for extracting meaningful insights from data through hands-on examples.

• Coursera
• 1 day 10 hours 46 minutes
• Self-Paced
• Paid Course

Complete Course on A/B Testing with Interview Guide

1130 ratings at Udemy

AB Testing, Multivariate Testing, Multi-armed Bandit, Mock Interview Questions, R Coding, Statistics, Hypothesis Testing

• Udemy
• 2 hours 27 minutes
• Self-Paced
• Paid Course

Statistics & Data Analytics For Data Science And Business

1101 ratings at Udemy

A Beginner's Guide To Statistics & Data Analytics For Data Science and Business Decisions (+Ebook & Templates)

• Udemy
• 2 hours 33 minutes
• Self-Paced
• Paid Course

MathTrackX: Statistics

6 ratings at edX

Understand fundamental concepts relating to statistical inference and how they can be applied to solve real world problems.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Introductory Statistics : Sample Survey and Instruments for Statistical Inference

The purpose of this course is to introduce basic concepts of sample surveys and to teach statistical inference process using real-life examples.

• edX
• 6 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course

Statistical Data Analysis for Scientists and Engineers

Extend your knowledge and skills from univariate and bivariate statistical analysis to multivariate methodology and data analysis.

• edX
• 12 weeks, 5-7 hours/week
• Self-Paced
• Free Online Course (Audit)

Engineering Probability and Statistics Part 2

Explore statistical inference through hypothesis testing, confidence intervals, ANOVA, and sampling distributions to solve engineering problems with data-driven insights.

• Coursera
• 1 day 42 minutes
• Self-Paced
• Paid Course