Descriptive Statistics Courses and Certifications

Coursera

Practical Data Wrangling with Pandas

Learn to analyze life expectancy data using Pandas for data wrangling and exploratory data analysis, gaining valuable insights through statistical summaries and visualizations.

• Coursera
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Codio

Data Analysis in Python

Master Python data analysis fundamentals through hands-on practice - from basic statistics to data manipulation with pandas and matplotlib. Learn to import, organize, and analyze datasets while building real-world skills.

• Coursera
• 17 hours 25 minutes
• Self-Paced
• Paid Course

EDUCBA

Apply Advanced Statistical Modeling Using SPSS

Master advanced statistical modeling and predictive analytics using SPSS through real-world datasets from healthcare, finance, and business contexts.

• Coursera
• 10 hours 36 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze and Interpret Data Using Excel

Master Excel's analytical tools to compute statistics, visualize data relationships, run regression models, and interpret outputs for informed decision-making in real-world scenarios.

• Coursera
• 5 hours 24 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Data Analyst: SQL, Analysis, and Visualization

Master the full data analyst workflow—SQL extraction, data cleaning, statistical analysis, and visualization—to confidently handle real-world tasks in analyst and BI roles.

• Coursera
• Self-Paced
• Paid Course
• 6 courses

Coursera

Data Analysis with Excel Pivot Tables

Master Excel pivot tables to transform raw marketing data into actionable insights and optimize campaign performance through descriptive analytics fundamentals.

• Coursera
• 1 hour 13 minutes
• Self-Paced
• Paid Course

Statistical Analysis and Data Modeling in Healthcare

Master statistical analysis and predictive modeling techniques for healthcare data using Python, from descriptive statistics to machine learning applications.

• Coursera
• 8 hours 29 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

People Data Foundations: Metrics & Visualization

Master people analytics by transforming HR data into actionable insights—covering HRIS fundamentals, workforce visualizations, statistics, and AI-powered communication for strategic decision-making.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

American Psychological Association

Measures of Central Tendency

Master measures of central tendency: compute, interpret, and select appropriate statistical tools for data analysis and informed decision-making across various fields.

• Coursera
• 3 hours 24 minutes
• Self-Paced
• Paid Course

Coursera

Statistical and Predictive Modeling for Finance

Master statistical modeling and predictive analytics for finance through regression analysis, A/B testing, and supervised learning to evaluate portfolio performance and predict credit risk.

• Coursera
• 9 hours 52 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Advanced Data Projects Using SPSS

Master advanced SPSS techniques through hands-on projects analyzing real datasets, interpreting outputs, and building regression models for data-driven decision-making.

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

Must-Know Concepts - Basic requirements for data analysis

Master essential mathematical, statistical, and data-handling concepts for football analytics through practical examples and industry-standard tools.

• Coursera
• 17 hours 3 minutes
• Self-Paced
• Paid Course

EDUCBA

Statistics for Data Science with Python

Master statistical analysis and predictive modeling using Python, Pandas, and NumPy through hands-on exercises covering descriptive stats, hypothesis testing, and regression techniques.

• Coursera
• 8 hours 3 minutes
• Self-Paced
• Paid Course

American Psychological Association

Measures of Variability

Explore statistical variability, calculate variance and standard deviation, compare measures, and analyze distributions graphically. Develop skills to interpret data variability in various contexts.

• Coursera
• 3 hours 23 minutes
• Self-Paced
• Paid Course

Calculus-Based Probability & Statistics

Comprehensive review of calculus-based probability and statistics, covering descriptive statistics, probability theories, distributions, sampling, estimation, hypothesis testing, regression, and statistical software.

• Study.com
• 9 hours 44 minutes
• Self-Paced
• Paid Course