Advanced Analytics for Business Excellence
Advanced analytics for excellence and performance teams. Participants integrate data from ERP, CRM and databases, apply statistical and machine-learning methods, build interactive dashboards, develop predictive and prescriptive models and use automation and AI to support decisions.
At a glance
- 5 days · ≈ 30 hours
Who it's for
- Business & performance analysts
- Excellence/quality & strategy office staff
- Managers who rely on data for decisions
- BI and reporting professionals
Learning objectives
- Integrate data from ERP, CRM, databases and APIs
- Apply statistical and machine-learning methods for business insight
- Build interactive dashboards and tell data stories
- Develop predictive and prescriptive models
- Use automation and AI to support decision making
Detailed content
- Multi-source extraction (ERP, CRM, databases, APIs)
- Automated pipelines with Power Query & SQL
- Data governance, quality & security
- Statistical methods
- ML for trend forecasting
- Segmentation, clustering & correlation
- Interactive dashboards (Power BI / Tableau)
- Advanced reporting
- Data storytelling
- Predictive performance models
- Scenario planning & risk
- AI to optimise processes
- Automating analytics tasks
- AI recommendations for strategy
- Real-time monitoring & anomaly detection
- Real business challenges
- Custom dashboards
- Applying predictive models
Day-by-day agenda
A typical schedule. In-company versions are tailored to your processes, data and timing.
- Data Collection & Integration
- Advanced Data Processing & Analysis
- Business Intelligence & Visualization
- Predictive & Prescriptive Analytics
- Automation & AI-Driven Decisions
- Case Studies & Projects
- Case study, action plans and course assessment
Practice, tools and assessment
Hands-on practice
- Build a WBS, network diagram and critical path for a case project
- Earned-value calculation and forecast (CPI, SPI, EAC)
- Risk register and stakeholder map workshop
- Hands-on lab on your laptop with a real business data set
Tools and templates you keep
- Project charter, WBS and RACI templates
- Earned-value and schedule tracker (Excel)
- Risk and issue log
- Practice files and solution workbooks
How learning is assessed
- Pre- and post-course knowledge check
- Assessment of practical exercises by the trainer
- Action plan reviewed at the end of the course
Built on these standards and bodies of knowledge
- PMI PMBOK Guide (7th ed.) and PMP Examination Content Outline
- PMI Agile Practice Guide; Scrum Guide 2020
- ISO 21502:2020
How it is delivered
- Public courses in Cairo, in-company programs and live online training
- Practical exercises, case studies and examples from your sector
- Can also run as Train & Stay in Sharm El Sheikh, Hurghada or Cairo
Part of these career paths
- Data Analytics & Digital Tools · Expert
Frequently asked questions
How long is Advanced Analytics for Business Excellence?
The program runs 5 days. In-company versions can be adapted to your needs.
Is the course taught in Arabic or English?
Sessions are usually delivered in Arabic with English technical terms and materials. Full English delivery is available for in-company groups.
Can you run it inside our company?
Yes. In-company programs use exercises built on your own processes. Tell us the group size and preferred timing and we will send a proposal.
Will I receive a certificate?
Participants who complete the program and its assessment receive a certificate from The Excellence Center, which can be verified online.
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Get dates, fees and the full outline.
Tell us whether you are joining as an individual or planning a program for your team.