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innovation creativity data science data analytics tools thinking data machine learning performance decision making team development tuckman bruce dynamics group linear regression statistics heart attack prediction social enterprise insights planning facilitation processes design outcome sporting data analysis predictive modeling athlete's relationship coach-athlete artificial intelligence behaviour coaching training box orange morphological combining tool machine learning algorithms feature engineering breakthrough statistical analysis methods data wrangling data driven data modeling power query editor data preparation measures dax data integration power bi forecasting power bi budgeting sales strategy regional sales year over year change pivot table discounts net sales data model time-based analysis sales representatives product sales csv files sales data sales performance art dealer ideation brainstorming transformation drivers change derailment career think project management selection ideas sql sqlite european soccer database queries anthony mok 2003 database insight decision sports data warehouse power query power pivot excel business intelligence data cleansing relationships exploratory data analysis knime f-score accuracy recall roc curve prediction categorical logistic regression regression causal inference causality iv instrumental variable endogenous 2-stage least square ols ordinary least square healthcare with predictive ana clinical decision support pivot tables analytics big data road accidents difference in difference did decision tree supervised learning recommendations conclusions findings organge marketing segmentation customers k-means clustering root mean squared error r2 rmse testing coefficients patterns risk management sensitivity analysis excel solver non-profit sustainability cost reduction social impact logistics delivery route optimisation supply chain management cost optimisation transportation linear optimisation stacked column chart pie chart line graph charts forecast comparison monthly budget budget visualisation dax calendar table data transformation naive bayes classifier stochastic modeling what-if analysis uncertainty analysis risk assessment business decisions simulation monte carlo simulation product feature analysis demand forecasting sales data analysis data cleaning brand analysis multicollinearity variable selection model evaluation metrics inventory planning data mining techniques predictive analytics data exploration techniques data cleaning & preprocessing cost-benefit analysis