Training AI/ML & systems biology
Machine Learning in Bioinformatics
A two-week live program on applying machine learning to biological big data: fundamental concepts, data preprocessing, protein-related prediction, model building and evaluation.
- 2 weeksMon–Fri, live online
- 1 houra day, evening IST
- 7 modulesPython and WEKA
Next cohort
Dates to be announced
- Duration2 weeks
- ScheduleMon–Fri · 1 hour a day
- ModeLive online (Google Meet)
Curriculum
Machine learning for biological data
Seven modules from ML concepts to evaluating real models.
UniProtWEKAPythonJupyter
01
Machine learning in bioinformatics
Where and how machine learning is used in biology.
02
Types of machine learning
Supervised, unsupervised and other learning approaches.
03
Protein databases and data retrieval
Retrieve protein data for modeling. Tool: UniProt.
04
Feature engineering in Python
Build features from biological data. Tools: Python, Jupyter.
05
Feature selection techniques
Choose the features that matter.
06
Model development
Build machine learning models. Tool: WEKA.
07
Model evaluation and performance metrics
Evaluate and compare models.
Who should apply
Eligibility
- Students in B.Sc., B.Tech., M.Sc., M.Tech., B.Pharm, M.Pharm or PhD programs in life sciences, pharmacy or computer science
- Postdocs and research scholars
- Teaching and industry professionals
What’s included
Program benefits
- Live, instructor-led sessions
- Recordings of every session
- Workshop materials
- Certificate
- Online technical support after the workshop
Fees
Course fees
One fee covers all live sessions, recordings, materials and the certificate. Payment and registration open when the next cohort is announced.
| Category | India (INR) | International (USD) |
|---|---|---|
| Students (up to Master’s) | ₹2,250 | USD 40 |
| PhD scholars | ₹2,500 | USD 45 |
| Postdocs / research scholars | ₹2,750 | USD 50 |
| Staff / faculty | ₹3,000 | USD 55 |
| Industry professionals | ₹3,500 | USD 60 |
Teaching team
Course instructors
AADr. Ajitha AntonyBioinformatics Trainer, CBIRT
TADr. Tamanna AnwarFounder, CBIRT
Format
How the course runs
- DatesTo be announced
- SessionsMon–Fri, 1 hour a day (last cohort: 6:00–7:00 PM IST)
- PlatformGoogle Meet (live)
- Missed a session?Recordings provided
FAQ
Course questions
When does the next cohort start?
Dates are not announced yet. Click Notify me or message us on WhatsApp, and we’ll tell you when enrollment opens.
Do I need prior experience?
A basic understanding of bioinformatics is expected.
What will I need on my computer?
A computer running Windows 10/11, macOS or Linux, with a reliable internet connection. Google Meet runs in your web browser.
What if I miss a live session?
Every session is recorded, and you get access to the recordings.
Will I get a certificate?
Yes. The certificate is awarded on completing the course assignment.
Interested in Machine Learning in Bioinformatics?
Get notified when the next cohort opens, or ask us about prerequisites and fees.