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Signal Lab

Models that answer real questions.

Course fee

₹4,999

  • 4 weeks
  • Beginner–Intermediate
  • Sat & Sun · 8 live classes
Enroll Now

Ready to ship analyst-grade work?

Before you start

Python basics · Jupyter or VS Code

Students and early-career learners with Python basics.

Applied sprint aligned with NASSCOM AI Machine Learning Analyst (SSC/Q8113).

From business question to deployed model.

8 live hours · 4 weekends

Project: Student Success Predictor

Commit every sessionEnd-to-end ML workflowLive prediction API

Outcomes

  • Frame a business question with clear success metrics
  • Build a clean dataset and exploratory analysis pipeline
  • Train and evaluate supervised models with scikit-learn
  • Deploy a simple API and package the workflow on GitHub

Artifacts

01

Data Intake Lab

Merged dataset and cleaning pipeline

02

At-Risk Classifier

Trained model and evaluation report

03

Prediction API + Portfolio

FastAPI endpoint and monorepo README