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Data, Analytics & Decision Making


Practical guidance and tools to turn data into clear insights, better decisions, and measurable improvements across teams and organizations.
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Foundations: Data Literacy & Statistical Thinking

A beginner-to-intermediate journey that builds practical data intuition, uncertainty reasoning, and statistical habits for confident interpretation and better decisions.

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Foundations: Data Literacy & Statistical Thinking

A beginner-to-intermediate journey that builds practical data intuition, uncertainty reasoning, and statistical habits for confident interpretation and better decisions.

Free

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Turn Data into Better Decisions: A Practical Journey

A step-by-step collection of lessons, templates, and activities that takes teams from asking good questions to making measurable, evidence-based decisions.

Free

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Analytics Maturity & Data Governance Audit

A structured evaluation template that assesses data quality, tooling, ownership, governance, skills, and analytics workflows to reveal gaps and prioritized improvements.

Free

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Data Engineering & Platform

Practical architecture, patterns, and operational practices for reliable data pipelines, catalogs, and platform services.

Free

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Data Governance, Quality & Trust

Policies, roles, stewardship, and practical templates to make analytics trustworthy, compliant, and usable at scale.

Free

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Measure What Really Matters: KPI Huddle Template

A reusable huddle format, agenda, and facilitation notes for regular KPI reviews that connect metrics to decisions, experiments, and accountable actions.

Free

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Build Dashboards That Drive Action

Practical design patterns, metric-setting guidance, and distribution routines that help people create dashboards that prompt clear decisions and follow-up.

Free

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Metrics & KPI Design Library

Patterns, templates, and a practical catalog to design meaningful, decision-oriented KPIs that map to outcomes and ownership.

Free

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Dashboards, Distribution & Data Storytelling

Design, distribute, and narrate dashboards so they prompt real decisions, follow-up, and measurable outcomes.

Free

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Discover Hidden Patterns: Practical Exploratory Analytics Project

A guided, project-based approach to exploratory data analysis and responsibly turning observations into hypotheses, including reproducible notebooks, validation steps, and reporting templates.

Free

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Experimentation & Causal Inference Playbook

Design, run, analyze, and operationalize experiments and causal studies so teams can test interventions and learn quickly.

Free

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Predict Problems Before They Happen: Predictive Analytics Playbook

A practical, step-by-step playbook to frame predictive use cases, prepare data, choose simple models, validate results, deploy with human oversight, and monitor performance.

Free

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Forecasting & Planning

Methods, evaluation techniques, and operational processes for demand, financial and capacity forecasting.

Free

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Turn Operational Data into Business Intelligence (SCADA Cluster)

Curated guidance for integrating SCADA/OT data with BI and decision workflows in manufacturing and industrial operations.

Free

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Decision Science & Prescriptive Analytics

Optimization, simulation, and decision frameworks that recommend feasible actions, quantify trade-offs, and surface the value of additional information.

Free

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Advanced AI, Model Lifecycle & MLOps

Practical guidance and reusable templates for deploying, observing, validating, governing, retraining, and scaling ML models in production.

Free

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Industry Playbooks & KPI Packs (Top-level)

A starter library of industry-focused analytics playbooks and KPI packs that turn common data patterns into practical, sector-specific actions.

Free

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Analytics Practice, Org Design & Roles

Practical guides, templates, and tools to structure analytics teams, define roles and career paths, set operating rhythms, and deliver measurable decision value.

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Tools, Templates & Checklists

A curated collection of reusable analytic templates, checklists, code snippets and runbooks to speed workflows and reduce rework.

Free

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Playbooks & Incident Response Collection

A curated hub of runbooks, triage forms, and communication playbooks for consistent response to data, analytics delivery, and model incidents.

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Emerging Opportunities, Trend Watch & Research Questions

A durable container for capturing, testing, and prioritizing trend watches, research ideas, and future-facing analytics and AI opportunities.

Free

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Glossary, Cheat Sheets & Reference

Authoritative definitions, statistical-test cheat sheets, and quick formulas to standardize analytics vocabulary and computations across teams.

Free

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