Data Analysis Courses and Certifications

Explore foundational data analytics concepts—data structures, quality, governance, visualization, and tools like Excel, Tableau, and Power BI—to transform raw data into actionable business insights.

• VDCI
• 6 hours
• Self-Paced
• $649.00

High-Dimensional Data Analysis

15 ratings at edX

A focus on several techniques that are widely used in the analysis of high-dimensional data.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Framework for Data Collection and Analysis

774 ratings at Coursera

Comprehensive framework for data collection and analysis, covering research design, measurement, quality assessment, and practical applications across various data sources.

• Coursera
• 9 hours 31 minutes
• Self-Paced
• Paid Course

Data Analysis Using Python

431 ratings at Coursera

Learn Python-based data analysis techniques, including data manipulation with pandas, visualization with matplotlib, and practical skills for loading, querying, and summarizing real-world datasets.

• Coursera
• 17 hours 27 minutes
• Self-Paced
• Paid Course

Credential

Data Analysis and Interpretation

1380 ratings at Coursera

Master data analysis using SAS or Python. Learn data management, visualization, modeling, and machine learning. Conduct original research to address real-world issues and create professional-quality reports.

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

Data Analysis: Statistical Modeling and Computation in Applications

115 ratings at edX

A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course (Audit)

Python Data Analysis

894 ratings at Coursera

Learn to process tabular data using Python, including working with dictionaries, nested structures, CSV files, and data organization techniques for effective analysis and manipulation.

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

Imperial College London;  Imperial College Business School

Data Analysis Essentials

7 ratings

Discover and acquire the quantitative data analysis skills that you will typically need to succeed on an MBA program. This course will cover the fundamentals of collecting, presenting, describing and making inferences from sets of data.

• edX
• 6 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course

Coursera

COVID19 Data Analysis Using Python

1969 ratings at Coursera

Analyze COVID-19 data using Python to explore relationships between virus spread and life factors across countries. Learn data preprocessing, merging, and statistical analysis techniques.

• Coursera
• 1 hour 50 minutes
• Self-Paced
• Paid Course

Mastering Data Analysis in Excel

27 ratings

Learn data analysis using Excel, focusing on predictive modeling, uncertainty quantification, and practical business applications. Gain skills in binary classification, information theory, and linear regression.

• Coursera
• 21 hours 38 minutes
• Self-Paced
• Paid Course

Foundations: Data, Data, Everywhere

5 ratings

In this course, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google.

• Coursera
• 12 hours 42 minutes
• Self-Paced
• Paid Course

Data Analysis Tools

416 ratings at Coursera

Develop and test data hypotheses using statistical tests like ANOVA, Chi-Square, and Pearson correlation. Learn to apply appropriate tests and explore statistical interactions using SAS or Python.

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

Speed Up Data Analysis and Presentation Building

897 ratings at Coursera

Master AI-powered techniques to extract data insights, create visualizations, and build compelling presentations with speaker notes and practice tools for effective delivery.

• Coursera
• 1 hour 24 minutes
• Self-Paced
• Paid Course

Intro to Data Analysis

6 ratings

Explore a variety of datasets, posing and answering your own questions about each. You'll be using the Python libraries NumPy, Pandas, and Matplotlib.

• Udacity
• 20 hours
• Self-Paced
• Free Online Course

Credential

AI-Enhanced Data Analysis: From Raw Data to Deep Insights

521 ratings at Coursera

Master data analysis using Microsoft's AI-powered tools including Excel with Copilot, Python, and Power BI to transform raw data into actionable business insights.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses