Project ideas by topic

Hands-on project ideas by topic: SQL, Python, data analyst, machine learning, DevOps, AWS and more. Guided steps, automatic checks, an AI mentor and a…

• SQL Projects for Your Resume (30) — Guided SQL projects on realistic business databases: hospital operations, product analytics, supply chain, finance and more. Each one is a question a data analyst is actually asked, answered with joins, CTEs and window functions.
• Python Projects with Real Datasets (56) — Python projects that go past toy scripts: customer segmentation, A/B tests, forecasting, optimisation, APIs and automation, each built step by step and checked as you go.
• Data Analyst Portfolio Projects (26) — Portfolio projects that mirror a data analyst's week: KPI dashboards, cohort and funnel analysis, segmentation, forecasting and reporting, in SQL, Excel, Power BI and Python.
• Machine Learning Projects in Python (9) — Machine learning projects scored on data you cannot see: churn and credit risk models, predictive maintenance, NLP triage, forecasting and segmentation, built with pandas and scikit-learn.
• DevOps Projects for Beginners and Pros (45) — DevOps projects that build a working pipeline: CI/CD with GitHub Actions, Docker images, Kubernetes deployments, Terraform and OpenTofu modules, observability and platform engineering.
• AWS Projects for Beginners (36) — AWS projects you build in a real account or a simulator: EC2 and S3 deployments, serverless with Lambda, EKS, secure storage, cost and architecture reviews.
• Kubernetes Projects (21) — Kubernetes projects from first deployment to platform engineering: Helm, EKS, chaos engineering, multi-cloud and internal developer platforms.
• Docker Projects (12) — Docker projects that take you from a first Dockerfile to Compose stacks, secure images and container-based CI/CD.
• Excel Projects for Practice (25) — Excel practice projects built on real business problems: inventory planners, ad ROI trackers, loan schedules, risk registers and dashboards with XLOOKUP, pivots and dynamic arrays.
• Power BI Projects for Practice (4) — Power BI projects with real models: HR people analytics, multi-branch consolidation with Power Query, and dashboards people actually use.
• Cybersecurity Projects (57) — Cybersecurity projects for defenders: incident response, threat hunting, packet analysis, OWASP Top 10 secure coding, risk registers, ISO 27001 and cloud security.
• Data Engineering Projects (21) — Data engineering projects that build pipelines end to end: Airflow, Spark and PySpark, dbt models, warehouses on Snowflake and BigQuery, and pipeline testing.
• Generative AI Projects (18) — Generative AI projects that go beyond chat: retrieval (RAG), agents, prompt injection defence, evaluation and AI-assisted work in real tools.
• Finance Projects in Excel, SQL and Python (14) — Finance projects an analyst or accountant would do: loan and EMI schedules, receivables ageing, valuation, audit analytics, GST, budgets and cash flow.
• Law Projects for Indian Law Students (22) — Practical legal projects on Indian law: the Bharatiya Nyaya Sanhita (BNS) and BNSS through cases, contract drafting, the DPDP Act and compliance work.

396 project listings across 15 topics. Browse every project.