Data Analysis Courses and Certifications

Introduction to Data Analysis with Pandas and NumPy

3 ratings at Udacity

Learn the data analysis process of questioning, wrangling, exploring, analyzing, and communicating data. You will work with data in Python using libraries like NumPy and pandas.

• Udacity
• 14 hours
• Self-Paced
• Paid Course

Data Analysis With Python

2 ratings at Corporate Finance Institute

Build a complete data analysis workflow in Python by loading, cleaning, analyzing, and visualizing real-world data using NumPy, Pandas, Matplotlib, and Seaborn

• Corporate Finance Institute
• 2 hours 53 minutes
• Self-Paced
• Paid Course

Business Data Analysis with Copilot in Excel & PivotTables

24462 ratings at Udemy

Ask questions of your data in plain English and let Copilot do the analysis. Plus the full PivotTables course included

• Udemy
• 3 hours 40 minutes
• Self-Paced
• Paid Course

Learning Python for Data Analysis and Visualization Ver 1

20216 ratings at Udemy

Learn python and how to use it to analyze,visualize and present data. Includes tons of sample code and hours of video!

• Udemy
• 21 hours 5 minutes
• Self-Paced
• Paid Course

Data Analysis Essentials Using Excel

15418 ratings at Udemy

Learn to apply the important concepts and techniques of data analysis using Excel.

• Udemy
• 11 hours 58 minutes
• Self-Paced
• Paid Course

Python Libraries for Data Analysis

Create and manipulate NumPy arrays and pandas DataFrames in Python: select data with boolean conditions, apply functions to arrays, add or delete rows, and locate values with iloc and loc.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Career Certificate

Data Analysis 101 with R

Build an end-to-end data analysis workflow in R, from cleaning and transformation through statistical analysis, hypothesis testing, and ggplot2 visualization.

• CodeSignal
• 14 hours
• Self-Paced
• Free Certificate
• 6 courses

Data Analysis: A Practical Introduction for Absolute Beginners

Build data fluency from scratch: work with data structures and joins, apply summary statistics and visualisation methods, and weigh data ethics and analyst career paths.

• OpenLearning
• 10 hours
• Self-Paced
• Paid Course

Data Analysis Basic Course

Practical introduction to the core concepts and workflows for turning raw data into meaningful information for analysis and decision-making.

• CreativeLive
• 8 hours
• 14th Oct, 2026
• Paid Course

Data Analysis Basic Course (Self-Paced)

Learn foundational data analysis workflows for turning raw data into useful insights through data structures, data quality, visualization, and decision-making.

• CreativeLive
• Self-Paced
• Paid Course

An introductory tour of data analytics connecting data quality, governance, visualization, and Excel techniques to business and audit decisions.

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

Data Analysis Using Python

433 ratings at Coursera

Load, query, and join CSV data in Python with the csv module and pandas, then aggregate into pivot tables and visualize with matplotlib histograms and scatterplots.

• Coursera
• 3 weeks, 6 hours a week
• Self-Paced
• Paid Course

Career Certificate

Data Analysis and Interpretation

1382 ratings at Coursera

Take a research question from data to findings: manage and visualize data, test hypotheses, build regression and machine learning models in SAS or Python.

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

Data Analysis Bootcamp (Full-time) (Live Online)

2637 ratings at CourseHorse

Launch your career in data analytics through the ultimate tech skills and networking opportunities packed into a 12-week program.

• CourseHorse
• 480 hours
• Self-Paced
• $16,450.00

Coursera

COVID19 Data Analysis Using Python

1970 ratings at Coursera

Preprocess and merge the Johns Hopkins COVID19 confirmed-case dataset with a world life-factor happiness dataset in Python to test whether virus spread relates to reported happiness.

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