Free data analytics courses with certificates: how each credential is earned
All 14 courses in the table give a free data analytics certificate, but they are issued by four kinds of source and earned in different ways: Harvard and freeCodeCamp publish a free certificate at a public URL, IBM's Cognitive Class issues a certificate of completion, Google and HubSpot award a certification for passing an exam, and Alison's legacy course is one of the few on its platform whose digital certificate is free.
Harvard CS50 and freeCodeCamp: graded projects, then a public certificate
Harvard's CS50 courses are free on the OpenCourseWare site, with a free edX account to submit work. Score at least 70% on every problem set and the final project and a free CS50 Certificate is issued at a unique URL; the verified edX certificate is a separate paid option, for example $219 for CS50's Introduction to Computer Science. The analytics-relevant courses are CS50's Introduction to Databases with SQL, seven weeks at 6 to 12 hours a week, and CS50's Introduction to Programming with R, seven weeks on data frames, the tidyverse and the grammar of graphics; CS50's Web Programming with Python and JavaScript is here for its database design and SQL-from-Python content.
freeCodeCamp's certificates are published at a public freecodecamp.org address. The Relational Databases Certification requires its five projects before a certification exam, which freeCodeCamp says is free of charge. The Data Analysis with Python Certification and Machine Learning with Python Certification are claimed after completing their certification projects; both are now listed as archived coursework that is no longer updated but still available.
IBM Cognitive Class: certificates of completion after a final exam
Each listed Cognitive Class course states on its page that a certificate is offered, and IBM's FAQ says learning on the platform is free of charge. Grading in most courses splits the mark between review questions and a timed final exam, with 70% to pass. The courses, with the estimated effort from their pages, are:
- Python for Data Science, 18 hours, beginner, basic maths the only prerequisite
- SQL and Relational Databases 101, 5 hours, beginner, no prior skills listed
- Data Science 101, 11 hours, beginner, an orientation course with no coding
- Data Visualization with Python, 10 hours, requires Python 101 and Data Analysis with Python
- Machine Learning with Python, 20 hours, requires Python for Data Science
- Deep Learning Fundamentals, 3 hours, concept videos with no prerequisites
Google, HubSpot and Alison: exam-based certifications and a legacy certificate
The Google Analytics Certification and Google Ads Measurement Certification are awarded only by passing the assessment on Skillshop; the study sections are recommended but optional, and each certification comes with a unique link you can share. HubSpot's Inbound Marketing Optimization Course, 4 hours 34 minutes with a lesson on marketing analytics, ends in a certification exam and is labelled a free certification course. Alison's Microsoft Excel 2010 is different: Alison sells most of its certificates, but its help centre lists this course among the few whose digital certificate is free.
How to get a free data analyst certification in a sensible order
Start with data handling rather than modelling. SQL and Relational Databases 101 and CS50's SQL course both begin from the relational model with no programming assumed; the Harvard course adds views, indexes and connecting SQL to Python. For spreadsheets, the Alison Excel course covers formulas, VLOOKUP, tables, conditional formatting and charts at beginner level. Python for Data Science is IBM's entry point to Python and leads, by its own prerequisites, to Data Visualization with Python and then Machine Learning with Python. Data Science 101 suits someone deciding whether the field is for them before committing hours to code.
None of the listed courses is built around a dedicated business intelligence product; the closest to tool-specific analytics are the Google Analytics and Ads Measurement certifications, which Google rates intermediate and which cover event data, conversions, attribution and audiences in Google's own products. Employers who ask for a BI tool will need to see that skill shown elsewhere.
Can an employer check these certificates, and do they expire
CS50 certificates and freeCodeCamp certifications are each issued at a URL that anyone can open, and Google and HubSpot give a shareable link per certification. Cognitive Class certificates and the Alison certificate are recorded here as free certificates of completion without a public verification link in the records, so treat them as documents you show rather than links you send. Skillshop certifications are valid for one year from the date issued unless the certificate says otherwise, and HubSpot lists the Inbound Marketing Optimization certification as valid for one year, after which you retake the course and exam. The Harvard, freeCodeCamp, IBM and Alison records carry no expiry statement.
Related free certifications and subject pages
The machine learning courses here also appear on the free AI certifications page, which explains the AWS and Harvard AI credentials. The IBM and Google certification pages show each vendor's full set. Courses whose certificate is paid, including university statistics and data courses on edX, are listed on the data science and Excel subject pages.