These programs are available through direct enrollment on their respective official platforms. They are listed here for completeness — no enrollment support or EMI facilitation available for these. Credential weight and program quality vary significantly.
Coursera
IBM Data Science Professional Certificate
Self-paced · ~6 months · Python, SQL, ML basics · No coding prerequisite · Beginner-friendly · Good for entry-level roles in data analysis and ML
Google / Coursera
Google Advanced Data Analytics Certificate
Self-paced · Python, Tableau, statistical analysis, regression · Designed for career switchers into analytics · No degree required
Microsoft Learn / Exam track
Microsoft Azure AI Engineer
Cloud AI certification on Azure platform · Vendor credential · Strong for cloud-based AI deployment roles in Indian IT sector · Requires hands-on Azure experience
MIT / edX
MIT MicroMasters in Data Science
Graduate-level online certificate · Statistics, data analysis, ML, big data · Higher rigor than most certificates · Stackable toward MIT master's degree
Direct — IIT Madras (bs.iitm.ac.in)
IIT Madras Online B.S. in Data Science & Programming
Full 4-year degree from NIRF #1 institution · Extremely affordable (₹2–3L total) · No JEE required · Qualifier exam based · Best for those wanting a full DS degree
IIIT Bangalore / Great Learning / BITS Pilani
PG Diploma in Data Science
1-year online PG diploma programs · Industry-aligned curriculum · Mid-tier credential · Wide range of fees · Check specific institution before enrolling
Amazon Web Services (exam-based)
AWS Machine Learning Specialty
Vendor certification for ML on AWS cloud · Strong for cloud-based data engineering and MLOps roles · Requires 1–2 years hands-on ML experience
Various platforms
Professional Certificate in Data Science
Self-paced or instructor-led · Typically 6–12 months · Platforms include Simplilearn, NIIT and similar · No institutional credential · Useful for beginners exploring the field