Data Analysis Courses and Certifications

Analyzing Data with Python

107 ratings at edX

In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine l

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

Data Analysis in Excel

5548 ratings at DataCamp

Exploring PivotTables You will learn how to extract valuable insights and uncover secrets hidden within your data using the power of PivotTables.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Data Literacy Case Study: Remote Working Analysis

3873 ratings at DataCamp

Ready to apply your data literacy skills to a real-world case study?

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

8 ratings

Learn exploratory data analysis through a practical IPL dataset case study using Python, including preprocessing, multivariate analysis, and box plots.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Data Analysis in Google Sheets

1305 ratings at DataCamp

Learn how to clear and analyze data in spreadsheets, discover how to use built-in functions to sort and filter data, and use the VLOOKUP function to combine data from different tables.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Career Certificate

Analytics: Essential Tools and Methods

Learn fundamental, in-demand analytics skills to maximize business impact and advance your career as an analyst.

• edX
• 47 weeks, 8-12 hours a week
• Self-Paced
• $2,475.00
• 3 courses

Python for Time Series Data Analysis

9117 ratings at Udemy

Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!

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

Tools for Exploratory Data Analysis in Business

60 ratings at Coursera

Develop an analytic mindset and use Python, SQL, and APIs to extract, transform, and load business data, then explore it with summary statistics and visualizations.

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

SQL for Data Analysis: Advanced SQL Querying Techniques

7816 ratings at Udemy

Learn advanced data analysis with SQL, and master topics like subqueries, CTEs, window functions, and more

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

Introduction to Data, Signal, and Image Analysis with MATLAB

235 ratings at Coursera

Use MATLAB for data, signal, and image work: apply machine learning classification, visualize high-dimensional data, design filters, run frequency analysis, and perform image filtering and segmentation.

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

Excel Interactive Dashboards and Data Analysis

7121 ratings at Udemy

Build interactive Excel dashboards with PivotTables, slicers and charts - answer business questions in minutes

• Udemy
• 3 hours 54 minutes
• Self-Paced
• Paid Course

Microsoft Excel - Learn MS EXCEL For DATA Analysis

6085 ratings at Udemy

Excel: learn how Excel can be used for data analysis by creating excel project-excel app-other excel tools

• Udemy
• 4 hours 49 minutes
• Self-Paced
• Paid Course

Intermediate SQL

40299 ratings at DataCamp

SQL is widely recognized as the most popular language for turning raw data stored in a database into actionable insights.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Statistics for Data Analysis Using Excel (Accredited)

6513 ratings at Udemy

Descriptive and Inferential Statistics Theory With Excel Examples for Business / Six Sigma - 14 PMI PDUs (2025 Version)

• Udemy
• 11 hours 32 minutes
• Self-Paced
• Paid Course

Advanced SQL: MySQL for Ecommerce Data Analysis

6075 ratings at Udemy

Learn advanced SQL data analysis & business intelligence with SQL + MySQL Workbench, with real-world Ecommerce projects!

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