Engineering & Medical Student Projects
5000 projects · Page 136 of 209
Drug Licence Inspection Analytics Dashboard with Anomaly Detection and Slowly-Changing Dimensions
Design and build an analytics dashboard that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn accessibility basics, offline data entry design and report generation.…
Park Maintenance and Events Streaming Pipeline — Geospatial Maps
Create a streaming pipeline with geospatial Maps that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn offline data entry design, API integration and form and workflow desi…
Public Toilet Maintenance Analytics Pipeline with Lineage Tracking
Build an analytics pipeline that gives managers self-service answers without waiting on the data team. You will learn database design for public services, report generation and data migration from paper registers.…
Public Toilet Maintenance Governance Dashboard with KPI Alerts and Cohort Analysis
Create a governance dashboard with KPI Alerts that consolidates years of records into one queryable warehouse. You will learn offline data entry design, dashboard design and report generation.…
Forecasting Dashboard for Bus Depot Operations with Anomaly Detection
Create a forecasting dashboard with anomaly Detection that cleans, validates and models raw data for business reporting. You will learn dashboard design, multilingual UI design and offline data entry design.…
Adversarial Defence Evaluation for Face Recognition Systems
Attack a face recognition pipeline with physical and digital perturbations and test defences. You will learn adversarial ML methodology, defence evaluation and responsible disclosure.…
Streaming Pipeline for Lake Restoration Project Tracking with KPI Alerts
Design and build a streaming pipeline that consolidates years of records into one queryable warehouse. You will learn form and workflow design, data validation and deduplication and mobile-first design.…
LED Street Light Conversion Data Warehouse with Slowly-Changing Dimensions
Build a data warehouse that gives managers self-service answers without waiting on the data team. You will learn API integration, form and workflow design and role-based access control.…
Road Work Progress Reporting Data Warehouse with Row-Level Security
Build a data warehouse that gives managers self-service answers without waiting on the data team. You will learn role-based access control, multilingual UI design and audit trail design.…
LED Street Light Conversion Forecasting Dashboard with Slowly-Changing Dimensions and Row-Level Security
Create a forecasting dashboard with slowly-changing Dimensions that tracks data quality issues and alerts owners before reports go wrong. You will learn role-based access control, data migration from paper registers and …
Streaming Pipeline for Trade Licence Renewal with Row-Level Security
Build a streaming pipeline that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn dashboard design, mobile-first design and multilingual UI design.…
Property Tax Assessment Analytics Dashboard with Anomaly Detection
Design and build an analytics dashboard that turns operational data into forecasts leadership can plan with. You will learn multilingual UI design, mobile-first design and role-based access control.…
Streaming Pipeline for Food Safety Licence Inspection with Slowly-Changing Dimensions
Create a streaming pipeline with slowly-changing Dimensions that cleans, validates and models raw data for business reporting. You will learn role-based access control, data migration from paper registers and user testin…
Trade Licence Renewal Streaming Pipeline with Lineage Tracking
Build a streaming pipeline that cleans, validates and models raw data for business reporting. You will learn role-based access control, dashboard design and report generation.…
LED Street Light Conversion Reporting Platform with Automated Reports
Build a reporting platform that tracks data quality issues and alerts owners before reports go wrong. You will learn data validation and deduplication, database design for public services and API integration.…
District Collectorate Grievance ETL Pipeline with Slowly-Changing Dimensions and KPI Alerts
Build an etl pipeline that turns operational data into forecasts leadership can plan with. You will learn audit trail design, offline data entry design and mobile-first design.…
Few-Shot Learning for Industrial Defect Detection
Detect new defect types from a handful of examples and compare meta-learning approaches. You will learn few-shot methods, industrial dataset practice and deployment constraints.…
Rainwater Harvesting Adoption Governance Dashboard with Scheduled Exports
Create a governance dashboard with scheduled Exports that gives managers self-service answers without waiting on the data team. You will learn mobile-first design, role-based access control and offline data entry design.…
Property Tax Assessment Data Warehouse — Geospatial Maps
Create a data warehouse with geospatial Maps that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn data validation and deduplication, data migration from paper registers and a…
Park Maintenance and Events Migration Framework with Self-Service Queries and Interactive Dashboards
Create a migration framework with self-service Queries that consolidates years of records into one queryable warehouse. You will learn dashboard design, database design for public services and user testing with field sta…
LED Street Light Conversion Analytics Pipeline with Anomaly Detection
Build an analytics pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn user testing with field staff, role-based access control and database design for public servi…
ETL Pipeline for Road Work Progress Reporting with Data Quality Checks
Create an etl pipeline with data Quality Checks that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn data validation and deduplication, user testing with field staff and d…
Drug Licence Inspection Governance Dashboard with Lineage Tracking and Geospatial Maps
Create a governance dashboard with lineage Tracking that gives managers self-service answers without waiting on the data team. You will learn form and workflow design, user testing with field staff and mobile-first desig…
Rainwater Harvesting Adoption Analytics Pipeline — Drill-Down Filters
Design and build an analytics pipeline that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn data validation and deduplication, role-based access control and accessibility …