Data Analysis Courses and Certifications

MGH Institute of Health Professions

Introduction to Healthcare Data Analysis

Develop foundational understanding of common statistical methods in healthcare data analysis, including data wrangling, univariate and multivariate techniques, and practical application using statistical software.

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

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 a week
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course

Microcredential

Data Analysis and Visualization Foundations

Master data analysis fundamentals using Excel, from basic spreadsheet operations to creating interactive dashboards and advanced visualizations. Develop essential skills for data-driven decision making across any profession.

• Coursera
• On-Demand
• Paid Course
• 4 courses

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 a week
• On-Demand
• Free Online Course

Microcredential

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 a week
• On-Demand
• $297.00

MathWorks

Exploratory Data Analysis with MATLAB

38 reviews

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
• On-Demand
• Paid Course

• Best of All Time

People Analytics

5 reviews

Explore data-driven techniques for recruiting, retaining, and managing talent. Learn to leverage analytics for performance evaluation, staffing, collaboration, and talent development in organizations.

• Coursera
• 10 hours 35 minutes
• On-Demand
• Paid Course

Learn to code for data analysis

62 ratings at OpenLearn

This free course will teach you how to write your own computer programs, one line of code at a time. You'll learn how to access open data, clean and analyse it, and produce visualisations. You will...

• OpenLearn
• 24 hours
• On-Demand
• Free Certificate

Data Analysis with Python

4 reviews

A practical introduction to data analysis using a large number of programming exercises and a project delving into the realm of a selected field of science.

• Independent
• 7 weeks, 5-20 hours a week
• On-Demand
• Free Online Course

Introduction to Data Science in Python

46 reviews

Learn Python fundamentals, data manipulation with pandas, and basic statistical analysis. Gain practical skills in cleaning, processing, and analyzing tabular data for data science applications.

• Coursera
• 1 day 6 hours 25 minutes
• On-Demand
• Paid Course