Data Analysis Courses and Certifications

Data Analysis for Business: Foundations

Learn essential data analysis techniques for business, including descriptive statistics and data visualization, designed for non-specialists and those with limited quantitative experience.

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

Coursera

Conducting Exploratory Data Analysis

Systematic approach to investigate data using Python: comparisons, relationships, compositions, and distributions. Framework for professional and organized exploratory data analysis with seaborn, pandas, and matplotlib.

• Coursera
• 2 hours 3 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

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

Health Analytics and Data Analysis

Master data-driven healthcare decision-making through analytics, from patient outcomes to financial performance, using real-world case studies and evidence-based frameworks.

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

Packt

Python Data Analysis

Master Python data analysis using NumPy, pandas, and scikit-learn. Clean, process, and visualize data, apply machine learning, and work with databases for real-world data projects.

• Coursera
• 1 day 4 hours 10 minutes
• Self-Paced
• Paid Course

Credential

Data Analysis and Visualization Foundations

Learn essential data analysis and visualization skills using Excel and Cognos. Gain hands-on practice in data manipulation, creating various chart types, and building interactive dashboards to effectively communicate insights.

• Coursera
• 17 weeks, 2 hours a week
• Self-Paced
• Paid Course
• 3 courses

Credential

Data Analysis and Visualization Fundamentals

Master data analysis and visualization essentials, from Excel basics to creating impactful dashboards with IBM Cognos Analytics. Gain practical skills for a high-demand career in data analytics.

• edX
• 14 weeks, 2-3 hours/week
• Self-Paced
• $297.00

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Data Analysis for Social Scientists

Master methods for analyzing data to answer cultural, social, economic, and policy questions using R, probability, statistics, and machine learning techniques.

• MITx Online
• 14 weeks, 12-14 hours/week
• Self-Paced
• Free Online Course

Python for Data Analysis

991 ratings at Udemy

Master Python tools like JupyterLab, Numpy, and Pandas for efficient data wrangling and analysis. Create impactful visualizations using Matplotlib and Seaborn to effectively communicate insights from your data.

• Udemy
• 1 hour 10 minutes
• Self-Paced
• Free Online Course

Data Analysis with Excel and Power BI

989 ratings at Udemy

This course give you a good understanding of Data Analysis and Visualization using Microsoft Excel and Power BI.

• Udemy
• 1 hour 33 minutes
• Self-Paced
• Paid Course

Exploratory Data Analysis in Python

952 ratings at Udemy

A course about how to approach a dataset for the first time

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

MathWorks

Exploratory Data Analysis with MATLAB

38 ratings

In this course, you will learn to think like a data scientist and ask questions of your data. By the end of this course, you will be able to load data into MATLAB, prepare it for analysis, visualize it, perform basic computations, and communicate your re…

• Coursera
• 16 hours 50 minutes
• Self-Paced
• Paid Course

• Best of All Time

Data Analysis & Visualization: Python | Excel | BI | Tableau

780 ratings at Udemy

Connect to data, clean & transform data, analyse and visualize data.

• Udemy
• 9 hours 36 minutes
• Self-Paced
• Paid Course