Learn · AI · Guide
SPARK + TRACE Analytics
A ten-week beginner course linking problem framing, Excel, SQL, Tableau, AI verification, decision writing, presentation, and portfolio evidence.
Sign-in may be required
Open resource →Resource Library
Find something you can use.
Search guides, articles, projects, and teaching materials. Prefer a guided route? Start with Learn, Career, or Teach.
Looking for a website or tool? Open Web Projects. Prefer browsing by purpose? Explore six project collections.
Learn · Analytics · Guide
Practical Analyst Playbook
A reusable process for scoping, analysis, verification, storytelling, and professional delivery.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Technician to Strategist
How analysts build durable value through problem framing, governance, proactive hypotheses, storytelling, and executive decision support.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Converging Roles of Business Analysis and Project Management
How charters, timeboxing, lifecycle thinking, stakeholder alignment, and change management strengthen analytics work.
Sign-in may be required
Open resource →Learn · Analytics · Guide
AI's Impact on Excel Analytics Education
Why strategic context, verification, and critical judgment matter more as software automates spreadsheet mechanics.
Sign-in may be required
Open resource →Learn · Career · Guide
Analyst Demand Profile and CEO Expectations
A review of the capabilities leaders expect from modern analysts and how those expectations affect education and career preparation.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Data Analyst's Toolkit
A practical collection of methods, tools, habits, and checks for defensible analysis.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Introduction to Data Analytics
An accessible overview of the analytics process, major tool categories, and the relationship between evidence and decision-making.
Sign-in may be required
Open resource →Learn · Analytics · Guide
The Elite Data Analyst
A blueprint organized around four sources of business value: revenue, cost, risk, and strategic growth.
Sign-in may be required
Open resource →Learn · AI · Download
SPARK Career Development
Skills, Portfolio, AI usage, Relationships, and Knowledge in Action. A durable career framework with weekly habits and evidence of growth.
Free to open
Open resource →Learn · Career · Guide
SPARK Course Capability Profile
Self, Position, Augment, Relationships, and Knowledge to Proof. The separate capability profile used in the ten-week analytics course.
Free to open
Open resource →Learn · Analytics · Guide
TRACE Business Analysis
Translate the problem, Retrieve evidence, Analyze, Challenge, then Explain and Execute. A repeatable evidence-to-action routine.
Free to open
Open resource →Learn · Analytics · Guide
ORBIT Analysis Workflow
Objective, Resources, Build, Inspect, Transfer. Plan an analysis, check the result, and apply the skill to a new problem.
Free to open
Open resource →Learn · AI · Download
Problem Architect AI Orchestration
A separate 15-module course blueprint about framing, decomposing, assigning, designing, testing, and governing AI-enabled business systems. This is a curriculum blueprint, not an enrollment or certification offer.
Free to open
Open resource →Learn · Analytics · Download
Problem Architect White Paper
A short explanation of the role at the boundary of business judgment and technology. Read this before the detailed course blueprint.
Free to open
Open resource →Learn · AI · Download
Curriculum Currency Auditor
A reusable review kit for course relevance, learning evidence, program outcomes, career skills, and responsible AI. Produces sourced KEEP, UPDATE, ADD, and REMOVE recommendations for faculty review.
Free to open
Open resource →Learn · Analytics · Guide
ISA 2010 Course Supervisor Guide
A proposed coordination guide for course baselines, instructor support, MOS logistics, assessment evidence, and continuous improvement. Local program leadership approves roles and changes.
Free to open
Open resource →Learn · AI · Guide
Teaching Students to Think with AI
A teaching philosophy organized around Ask, Analyze, Improve, Apply, and Reflect. Includes prompts for assessing judgment, verification, and learning.
Free to open
Open resource →Learn · Analytics · Guide
New Analyst Acceleration Kit
Five distinct resources: master playbook, quick field guide, practice workbook, terminology guide, and professional questions and answers. Start with the field guide, then apply one method.
Free to open
Open resource →Learn · AI · Download
Seasoned Analyst Toolbox
A separate collection of reusable checks, templates, SQL examples, method selection, KPI governance, peer review, AI safety, and delivery practices.
Free to open
Open resource →Learn · Analytics · Guide
TrailPeak Analytics Practice
A small fictional retail dataset for learning Excel, SQL, visual explanation, and verification. Includes actual practice files and checked examples without SUMMIT+ assessment answer keys.
Free to open
Open resource →Learn · AI · Guide
AI Video Creation Project
Plan an audience, storyboard, assets, and quality checks for an AI-assisted video.
Sign-in may be required
Open resource →Learn · Analytics · Guide
LinkedIn Post Assistant
A focused writing-assistant project. Treat the guide as a design exercise; reach and engagement are not guaranteed.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Build and Deploy an App Using Claude
A beginner project guide for turning an idea into an application. Product interfaces and plan limits should be checked before use.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Building Automations
Find a repeatable workflow, choose a trigger and action, and test normal cases and exceptions.
Sign-in may be required
Open resource →Learn · AI · Guide
Reusable Prompt Library
Organize prompts around clear tasks, context, output formats, and verification steps.
Sign-in may be required
Open resource →Learn · AI · Guide
AI Career Research
Use prompts to explore roles and capabilities, then verify requirements against employers and current sources.
Sign-in may be required
Open resource →Learn · Analytics · Download
Practical Analyst Reusable Toolkit
24 editable templates organized across planning, data quality, analysis, delivery, and closeout. Each includes a completion check.
Free to open
Open resource →Learn · AI · Guide
AI Prompt Collection
A searchable spreadsheet of prompts. Use each as a starting specification and independently verify consequential outputs.
Sign-in may be required
Open resource →Learn · AI · Guide
AI Project Idea Experiments
Two idea sheets for exploring small AI-enabled projects and business experiments. Evaluate a real user need, costs and evidence before committing time or money.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Information Systems Teaching Collection
Course summaries on global information systems, problem analysis, organizational value, SQL and communicating analytical findings. Sharing varies by source document.
Free to open
Open resource →Learn · AI · Article
Ten Business Topics Shaping the Near Future
Agentic AI, compute economics, AI-native redesign, cybersecurity, robotics, identity, quantum computing, connectivity, sustainability, and career guidance for students.
Free to open
Open resource →Learn · Analytics · Article
FLOW State: What Is It?
A concise explanation of deep focus, the conditions that support it, and why it matters in learning, performance, and well-being.
Free to open
Open resource →Learn · Analytics · Article
The Power of Good Design Is Simplicity
Why useful design depends on clarity, restraint, intuitive interaction, durability, and the discipline to remove what does not help.
Free to open
Open resource →Learn · Analytics · Guide
Teaching Philosophy Statement
The fuller source statement describing the teaching principles summarized on the About page.
Sign-in may be required
Open resource →Learn · Analytics · Guide
101 Excel Functions
A reference guide for common spreadsheet functions.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Excel Shortcuts
A practical keyboard-shortcut reference for more efficient spreadsheet work.
Sign-in may be required
Open resource →Learn · AI · Guide
Ultimate 3000 Prompt Library
A large searchable collection of prompts for AI-assisted work.
Sign-in may be required
Open resource →Learn · AI · Guide
Make Your Own Prompt Library
Directions for organizing reusable prompts around tasks and outcomes.
Sign-in may be required
Open resource →Learn · AI · Guide
AI Video Creation Project Guide
A structured project guide for planning and creating AI-assisted video.
Sign-in may be required
Open resource →Learn · AI · Guide
Build a Viral LinkedIn Post Assistant
A guided build for a focused AI writing assistant.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Build and Deploy Your Own App Using Claude
A beginner project guide for moving from idea to a deployed application.
Sign-in may be required
Open resource →Learn · AI · Guide
AI Career Research Prompts
Prompts for exploring roles, required capabilities, and career directions.
Sign-in may be required
Open resource →Learn · AI · Guide
AI Project and Side-Hustle Idea Sheets
Two spreadsheets for brainstorming possible AI-enabled projects and business experiments.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Global Information Systems
Course material on technology in business environments and information systems.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Analyzing Business Situations and Defending Solutions
A management information systems framework for identifying functional and technological issues and defending a course of action.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Implementing Information Systems to Create Value
Strategies for improving information systems and connecting technology to organizational value.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Using SQL for Business Data
An introduction to querying and managing data for business use.
Sign-in may be required
Open resource →Learn · Analytics · Guide
Communicating Analytical Findings with Visuals
Principles for developing effective data visualizations and explaining what the evidence means.
Sign-in may be required
Open resource →Teach · Analytics · Download
Master Playbook
Follow the workflow from business framing through data, analysis, delivery, and review.
Free to open
Open resource →Teach · Analytics · Download
Quick Reference Field Guide
Start here for a concise checklist and the next useful action.
Free to open
Open resource →Teach · Analytics · Download
Practice Workbook
Complete blank working templates while applying the methods to your own case.
Free to open
Open resource →Teach · Analytics · Download
Terminology Guide
Look up terms such as grain, lineage, hypothesis, dashboard, and governance.
Free to open
Open resource →Teach · Analytics · Download
Questions and Professional Answers
Read common beginner questions and practical mentoring responses.
Free to open
Open resource →Learn · AI · Download
SPARK · Career development
Skills, Portfolio, AI usage, Relationships, and Knowledge in Action. Build useful capabilities, show evidence of your work, use AI thoughtfully, learn with others, and apply knowledge to create value.
Free to open
Open resource →Learn · AI · Guide
SPARK · Course capability profile
Self, Position, Augment, Relationships, and Knowledge to Proof. Inventory what you can demonstrate, identify where it creates value, explore AI support, build relationships, and choose evidence that proves growth.
Free to open
Open resource →Learn · Analytics · Guide
TRACE
Translate the problem, Retrieve evidence, Analyze, Challenge, then Explain and Execute. E includes both communication and action. Keep a visible evidence record throughout.
Free to open
Open resource →Learn · Analytics · Guide
ORBIT
Organize, Review, Build, Inspect, Tell. Preserve source data, review fields and quality, build the analysis, inspect the results, and tell the decision-relevant finding.
Free to open
Open resource →Learn · Analytics · Guide
Problem Architect
Define the audience, decision, evidence, constraints, and action before starting analysis.
Free to open
Open resource →Learn · AI · Guide
AI verification pattern
Use AI for acceleration while keeping human responsibility for the source, logic, result, and consequence.
Free to open
Open resource →Learn · AI · Guide
Analytics software stack
Understand the distinct roles of Excel, SQL, Tableau, Power BI, Python, and AI assistants instead of expecting one tool to do everything.
Free to open
Open resource →Learn · Analytics · Guide
Analyst habits
Use hypotheses, a single source of truth, reasonableness checks, documentation, timeboxes, and the “So What?” test.
Free to open
Open resource →No matches. Try a shorter search or clear the filters.
Writing and document archive · All project records · Framework reference