Data/BigData Projects
855 projects · Page 36 of 36
Website Analytics Platform with Funnel Visualisation
Build a privacy-friendly analytics platform with funnels and cohort views. You will learn product analytics, event design and visualisation.…
Cricket Team Selection Analytics with Player Form Models
Build selection analytics that weigh form, conditions and opposition honestly. You will learn sports analytics, model design and decision support.…
Conversational Analytics: Natural Language BI for Business Users
Let business users ask questions in words and get correct charts back. You will learn semantic modelling, NL interfaces and BI architecture.…
Real-Time Feature Engineering Platforms: Consistency Study
Study training-serving skew in production feature platforms and how to eliminate it. You will learn feature platform architecture, consistency methods and ML systems.…
Lakehouse Table Formats: Iceberg vs Delta vs Hudi Benchmark
Benchmark the three lakehouse formats on identical workloads and publish guidance. You will learn storage internals, benchmark design and format trade-offs.…
Stream Processing Exactly-Once Semantics: Failure Study
Inject failures into streaming pipelines and test whether exactly-once claims hold. You will learn streaming semantics, fault injection and verification methods.…
Graph Database Performance for Fraud Ring Detection
Benchmark graph stores on the queries fraud teams actually run. You will learn graph systems, workload design and performance analysis.…
Data Quality Dimensions in ML Pipelines: Measurement Framework
Build a framework that measures data quality where it affects model outcomes. You will learn data quality science, ML reliability and measurement design.…
Incremental View Maintenance for Streaming Warehouses
Maintain warehouse views incrementally as source data streams in. You will learn database internals, incremental computation and systems evaluation.…
Privacy Budget Management in Differentially Private Analytics
Design budget management so organisations do not waste or blow their privacy budget. You will learn differential privacy, resource management and governance.…
Metadata-Driven ETL Generation with LLMs: Evaluation Study
Evaluate whether LLMs can generate correct ETL from metadata and contracts. You will learn code generation evaluation, data engineering patterns and verification.…
Time-Series Compression Algorithms for IoT Archives
Compare time-series compression on error, ratio and query cost for IoT archives. You will learn compression theory, time-series systems and benchmark practice.…
Federated Query Processing Across Cloud Warehouses
Query data across warehouses without moving it, and study the cost of federation. You will learn federated systems, query optimisation and data gravity.…
Benchmarking OLAP Engines for Geospatial Workloads
Benchmark analytical engines on the spatial queries location products depend on. You will learn database benchmarking, geospatial systems and engine internals.…
Data Lineage and Impact Analysis in Regulated Industries
Build lineage that can answer regulator questions about any reported number. You will learn lineage engineering, compliance systems and impact analysis.…