CS50's Introduction to Artificial Intelligence with Python
Harvard University
Free
Self-paced · intermediate · About 7 weeks · certificate available
Free. Check current details on the provider’s site.
Machine learning basicsPython basics
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Career certificates and free Skillshop training.
Harvard University
Free online courses, including the CS50 series in computer science.
IIT Madras
Online BS degree in Data Science and Applications.
IITs and IISc (via NPTEL)
Free courses from IIT and IISc faculty, with optional paid proctored exams.
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MIT OpenCourseWare: free materials from thousands of MIT courses.
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National skilling platform with NSQF-aligned courses.
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Free online courses from Stanford faculty.
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Free courses from Indian universities and institutes, including IIMs.
University of Helsinki
Elements of AI: a free introduction to artificial intelligence.
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11 courses
CS50's Web Programming with Python and JavaScript
Harvard University
Free
Self-paced · intermediate · About 12 weeks · certificate available
Free. Check current details on the provider’s site.
HTML / website basicsJavaScriptPython basics
Google Analytics Certification
Free
Certification · intermediate · certificate available
Free on Skillshop; free certification after passing the exam. Check current details on the provider’s site.
Web / social analytics
Data Cleaning
Kaggle Learn
Free
Self-paced · intermediate · certificate available
Free with a Kaggle account; completion certificate. Check current details on the provider’s site.
Python basicsAccurate data entry
Get started with Microsoft data analytics
Microsoft
Free
Self-paced · intermediate · 4 modules · certificate available
Free; earns a Microsoft Learn achievement badge. Check current details on the provider’s site.
Charts and dashboardsWeb / social analytics
Intermediate Machine Learning
Kaggle Learn
Free
Self-paced · intermediate · certificate available
Free with a Kaggle account; completion certificate. Check current details on the provider’s site.
Machine learning basicsPython basics
MITx MicroMasters in Supply Chain Management
edX
Free to audit
Self-paced · intermediate · About 1 year part-time · certificate available
Free to audit; verified certificates are paid. Check current details on the provider’s site.
Inventory and operationsProcurement and vendor sourcingProcess improvement (Lean basics)
MIT OpenCourseWare: finance courses
Massachusetts Institute of Technology (MIT)
FreeBrowse
Browse catalogue · intermediate · Varies
Free course materials (no certificate). Check current details on the provider’s site.
Finance basics (P&L, cash flow)
NPTEL courses from IITs and IISc
IITs and IISc (via NPTEL)
FreeBrowse
Browse catalogue · intermediate · 4–12 weeks per course
Free to learn; certification exam is paid. Check current details on the provider’s site.
CAD / technical drawingElectronics and solderingStatistics basicsMachine learning basicsProcess improvement (Lean basics)
Open Yale Courses (economics, psychology and more)
Yale University
FreeBrowse
Browse catalogue · intermediate · Varies
Free recorded lectures (no certificate). Check current details on the provider’s site.
Finance basics (P&L, cash flow)
Stanford Online free courses
Stanford University
FreeBrowse
Browse catalogue · intermediate · Varies
Free. Check current details on the provider’s site.
Machine learning basicsStatistics basicsProblem framing
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