Live cohortData & AISIGNAL
Data Science Bootcamp
A 16-week, project-led bootcamp that takes you from raw spreadsheets to deployed machine learning models.
Cohort startsDate to be announced
Duration16 weeks · ~8 hrs a week
Curriculum8 modules · 31 lessons
LevelBeginner to job-ready
LanguageEnglish
Fee₹45,000
What you will be able to do
Build a machine learning pipeline by hand, from messy CSV to deployed model
Judge statistically why a model is wrong, not just its score
Produce a documented capstone project on a dataset you choose
Who it is for
- Can write basic code in any language, or will put in extra hours on Module 01
- Comfortable with high-school algebra
- Can commit about 8 hours a week for 16 weeks, including live sessions
- Wants to do the underlying work, not just collect a certificate
Curriculum
8 modules, 128 hours
- SIG-01Python for Data WorkCore Python · NumPy · Pandas · Handling messy, inconsistent data16 h
- SIG-02Statistics & Probability for DecisionsDistributions · Hypothesis testing · Confidence intervals · A/B testing16 h
- SIG-03SQL & Data Wrangling at ScaleJoins · Window functions · Aggregation on large datasets16 h
- SIG-04Visualization & Data StorytellingMatplotlib · Seaborn · Plotly · Stakeholder-friendly dashboards12 h
- SIG-05Machine Learning FoundationsRegression · Classification · Decision trees · Ensembles · Honest model evaluation24 h
- SIG-06Deep Learning BasicsNeural networks from first principles · PyTorch introduction · When deep learning is needed16 h
- SIG-07Model Deployment & MLOps BasicsFastAPI model APIs · Basic monitoring · Running models in production12 h
- SIG-08Capstone ProjectProblem framing · Modelling · Deployment · Written report · Weekly mentor review16 h