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AI for Data Analysis and Decision Support: Practical Enterprise AI Capability Building
A practical, enterprise-focused program that transforms raw data into confident business decisions using AI. It combines Generative AI, business analytics, data visualization, predictive analytics, decision intelligence, AI-assisted reporting and executive dashboards.
Six capabilities this program is built to give you, from cleaning data through forecasting and decision support.
Use AI to clean, organize and enrich business data before you ever start analyzing.
Discover patterns, outliers and opportunities in your data through AI-assisted exploration.
Turn raw numbers into charts, dashboards and reports leaders can act on.
Generate demand, revenue and scenario forecasts grounded in your own data.
Use AI to evaluate alternatives, risks and what-if scenarios before you decide.
Automate recurring reports and deliver board-ready analysis backed by evidence.
How the program moves you from data preparation to a complete AI-powered decision-support capstone.
Understand AI-driven analytics and decision intelligence with real business examples.
Watch a full AI-assisted data analysis workflow run end to end.
Build executive dashboards and visual reports from real datasets.
Solve business problems using AI-generated insights and recommendations.
Apply analytics to real-world scenarios across finance, sales, HR and operations.
Build and present a complete AI-powered analytics and decision-support solution.
Understand AI-driven analytics and decision intelligence with real business examples.
Watch a full AI-assisted data analysis workflow run end to end.
Build executive dashboards and visual reports from real datasets.
Solve business problems using AI-generated insights and recommendations.
Apply analytics to real-world scenarios across finance, sales, HR and operations.
Build and present a complete AI-powered analytics and decision-support solution.
The real financial, sales and operations analysis exercises you'll practice, pulled directly from the program's applied curriculum.
Design and present an AI-powered analytics and decision-support solution: data preparation, AI-assisted analysis, visualization, forecasting, executive reporting and strategic recommendations for a real business challenge.
The program pairs AI with Excel, Power BI, Python and SQL rather than replacing the tools you rely on.
ChatGPT · Microsoft Copilot · Gemini · Claude · Perplexity · DeepSeek
Excel · Google Sheets · Power BI · Tableau · Looker Studio
Python · Jupyter · SQL · Pandas · NumPy
NotebookLM · Perplexity Deep Research · Enterprise Knowledge Bases
Power Automate · n8n · Zapier · Make · AI Agents
Analytics · Decision Intelligence · KPI · Storytelling · Governance
A preview of the ten modules inside the program. See the full breakdown in the detailed curriculum.
AI-driven analytics, decision intelligence and modern business decision frameworks.
Work with structured and unstructured data; clean, organize, enrich and transform using AI.
Discover trends, patterns, anomalies and opportunities with AI.
Create dashboards, charts, executive reports and interactive visualizations.
Apply the full analytics spectrum, from understanding the past to recommending actions.
Use AI to evaluate alternatives, risks, trade-offs and recommendations; run what-if analyses.
Generate forecasts, scenarios and future business projections.
Apply AI analytics across Finance, HR, Sales, Marketing, Operations, Supply Chain and L&D.
Automate recurring reports; create AI-generated business reports and executive summaries.
Ensure data quality, privacy, explainability and governance; deliver a full AI-driven analytics and decision-support solution.
Turn AI access into daily time savings across writing, summarization, research, and structured preparation.
Practical mastery of enterprise AI assistants tailored to workplace tasks and professional quality standards.
Learn systematic prompt design, role framing, constraints, examples, and iterative refinement.
Design structured contexts, multi-step prompts, system instructions, and evaluation frameworks for high-stakes outputs.
Leverage AI for deep literature review, market intelligence, structured comparison, and rigorous source verification.
Generic AI training is failing the enterprise. A finance director, an HR manager, and a software engineer require fundamentally different AI capabilities. Discover why role-based enablement—anchored in actual workflows, decisions, and domain expertise—is the only sustainable path to enterprise AI value.
Most enterprises conflate AI literacy (knowing what AI is) with AI capability (knowing how to use AI effectively in your role). This confusion leads to generic training that fails to change behaviour or drive ROI. Discover how to build true AI capability.
Enterprise AI initiatives are failing at scale not due to technological flaws, but because traditional IT training models are entirely unsuited for probabilistic AI tools. Discover why a human-centred capability building approach is essential.
Every module, topic, activity and practical application, laid out in the detailed curriculum.