
Most professionals either:
This bundle eliminates both weaknesses.
It combines:
Together, they move you through three stages:
You will develop:
• KPI and unit economics fluency
• Marketing strategy foundations (4Ps, STP, commercial context)
• Funnel and behavioural analysis capability
• SQL & Python foundations for marketing data
• Statistical & experimental literacy (A/B testing, confidence intervals, significance)
• Customer retention & LTV modelling understanding
• Attribution & incrementality thinking
• Forecasting & budget optimisation principles
• Executive storytelling & decision communication skills
You will think like a commercial marketing analyst, not just a dashboard operator.
You will then convert that structured knowledge into real, demonstrable capability by completing:
• 10 commercially grounded marketing analytics projects
• Real dataset analysis (campaign, funnel, churn, LTV, attribution, MMM)
• Executive-ready dashboards
• Data-driven decision memos
• GitHub portfolio structure
• Interview-ready project stories
You will not just understand concepts.
You will demonstrate them.
By completing both systems, you will gain:
• A structured marketing analytics knowledge base
• A portfolio of real business case studies
• Clear KPI fluency
• Confidence explaining attribution vs incrementality
• The ability to defend analytical decisions
• Interview narratives rooted in commercial reasoning
• A public professional signal aligned to global roles
This positions you for:
• Marketing Analyst roles
• CRM & Performance roles
• Growth & Commercial Analytics
• Data Analyst (marketing-focused) roles
• Entry-level & transition positions
✔ A full capability-building curriculum
✔ 10 structured commercial projects
✔ Portfolio-ready GitHub structure
✔ Decision-focused thinking framework
✔ Clear executive communication approach
✔ Interview preparation advantage
✔ Long-term analytical confidence
This is not a course.
It is a structured capability system.
• Aspiring marketing analysts
• Data analysts transitioning into marketing
• Career switchers building commercial proof
• Professionals targeting UK & global markets
• Analysts wanting stronger strategic positioning
Individually, each product strengthens one dimension.
Together, they develop: Knowledge → Application → Demonstrated Competence → Market Readiness
If you are serious about building commercial Senior marketing analytics capability, this is the complete pathway.