DEPARTMENT: AI & DATA SCIENCE // DATA-SCIENCE-PREDICTIVE-ANALYTICS-INTERNSHIP
VIRTUAL INTERNSHIP45 Days (6 Weeks)•Department: AI & Data Science
Data Science & Predictive Analytics Internship
A comprehensive, hands-on internship in data science, statistical modeling, multivariate hypothesis testing, and executive BI analytics. Interns build reproducible Jupyter workflows and Tableau dashboards on real-world transaction datasets.
Tuition Fee₹299/ verified seat
Sprint Duration45 Days6 weekly phases
Lead MentorVikram MalhotraVP of Analytics & Quantitative Insights
MSME RECOGNIZED PROGRAMUDYAM-BR-28-0036675
Evaluated against Staff Engineer pull-request rubrics, automated CI code coverage thresholds, and immutable SHA-256 attestation.
SYLLABUS & MILESTONE DELIVERABLES
6 SPRINT PHASES // 45 Days (6 Weeks)Week-by-Week Technical Curriculum
WEEK 01GATE_STATUS: MANDATORY EVALUATION
PR_MIN_PASSING: 75/100Data Architecture & Ingestion
Core Engineering Topics:
Pandas vectorizationSQL ELTSchema validation
Required Task Deliverable:
Cleaned transaction dataset with data quality checks
WEEK 02GATE_STATUS: MANDATORY EVALUATION
PR_MIN_PASSING: 75/100Exploratory Data Analysis & Statistics
Core Engineering Topics:
Multivariate testingDistribution fittingOutlier detection
Required Task Deliverable:
Statistical analysis report with visualization suite
WEEK 03GATE_STATUS: MANDATORY EVALUATION
PR_MIN_PASSING: 75/100Feature Engineering & Preprocessing
Core Engineering Topics:
One-hot encodingMinMax scalingDimensionality reduction
Required Task Deliverable:
Feature store with reproducible transformation scripts
WEEK 04GATE_STATUS: MANDATORY EVALUATION
PR_MIN_PASSING: 75/100Supervised Predictive Modeling
Core Engineering Topics:
Scikit-Learn estimatorsCross-validationHyperparameter tuning
Required Task Deliverable:
Trained classifier achieving >85% F1-score
WEEK 05GATE_STATUS: MANDATORY EVALUATION
PR_MIN_PASSING: 75/100BI Dashboards & Executive Telemetry
Core Engineering Topics:
Tableau calculationsStreamlit UIKPI metrics
Required Task Deliverable:
Interactive executive analytics dashboard
WEEK 06GATE_STATUS: MANDATORY EVALUATION
PR_MIN_PASSING: 75/100Capstone Analytics Presentation
Core Engineering Topics:
Model deploymentExecutive summariesFinal review
Required Task Deliverable:
End-to-end data science portfolio project with presentation deck
Competency Attestation Objectives
OUTCOME VERIFICATIONArchitect automated ELT pipelines and tabular data cleaning with Pandas and dbt
Execute multivariate hypothesis testing, ANOVA, and cohort churn models
Train, cross-validate, and tune predictive regression and classification models
Build interactive executive retention heatmaps in Tableau and Streamlit
Deliver reproducible analytical reports with code documentation and governance standards
CODE REVIEW RUBRIC
Senior Staff Review Matrix
Applied strictly to every pull request before sprint credit is granted.
Methodology & Statistical Rigor25 pts
Correct application of statistical tests and modeling approaches
Code Quality & Reproducibility25 pts
Clean Python code, documentation, and error handling
Insight Accuracy & Visualizations25 pts
Informative visualizations and business metrics clarity
Delivery & Documentation25 pts
Professional project writeup and reproducible repository
COMPLETION CREDENTIALS
Certificate Delivery Options
Unlocked automatically upon achieving verified completion of all sprint tasks.
Option A: Verified E-Certificate₹149
Instant high-resolution PDF with verifiable cryptographic QR code and SHA-256 ledger digest.
Option B: Printed Hard Copy Certificate₹499
Premium textured parchment with holographic security seal dispatched to your India mailing address.
Ready to Begin Your Sprint?
Enroll today to receive your official offer letter and start working on Phase 01 tasks.