Predict a usable risk window, choose an intervention threshold and show why accuracy alone is misleading. A practical guide with a workflow, evidence checklist, common errors and learner questions.
Customer Churn Data Science Project: Labels, Leakage, Thresholds and Action Read More »
Forecast weekly demand without leaking future information and prove whether the model beats a seasonal baseline. A practical guide with a workflow, evidence checklist, common errors and learner questions.
Time-Series Forecasting Project: Baselines, Backtesting and Error Analysis Read More »
Turn a product idea into a decision-ready experiment before looking at outcome data. A practical guide with a workflow, evidence checklist, common errors and learner questions.
Data Science Experiment Design: Hypotheses, Metrics, Bias and Reproducibility Read More »
Build a simple headcount and movement report, reconcile it and prove that two personas see only authorised data. A practical guide with a workflow, evidence checklist, common errors and learner questions.
SAP SuccessFactors Story Reports: People Data, Filters and Permission-Safe Output Read More »
Route one employee change to the right manager and HR approver, then test missing-approver and delegation cases. A practical guide with a workflow, evidence checklist, common errors and learner questions.
SAP SuccessFactors Workflow Configuration: Dynamic Roles, Contributors and Escalations Read More »
Create a small position hierarchy, fill one role and test how an effective-dated change appears in organisational views. A practical guide with a workflow, evidence checklist, common errors and learner questions.
SAP SuccessFactors Position Management: Positions, Relationships and Org Chart Read More »
Load a small fictional employee population, correct rejected rows and reconcile the tenant result to the approved source. A practical guide with a workflow, evidence checklist, common errors and learner questions.
SAP SuccessFactors Employee Central Data Imports: Validate, Load and Correct Records Read More »
Design a simple responsibility structure, allocate transactions and turn actual-versus-budget variance into a management conversation. A practical guide with a workflow, evidence checklist, common errors and learner questions.
TallyPrime Cost Centres and Budgets: Track Department and Project Performance Read More »
Take a sales voucher from master-data readiness through IRN generation, QR verification and controlled exception handling. A practical guide with a workflow, evidence checklist, common errors and learner questions.
TallyPrime E-Invoicing Workflow: IRN, QR Code, Cancellation and Error Checks Read More »
Compare purchase records with GSTR-2B, classify mismatches and create a defensible input-tax-credit review file. A practical guide with a workflow, evidence checklist, common errors and learner questions.
TallyPrime GSTR-2B Reconciliation: Match Input Tax Credit Without Guesswork Read More »
