ThinkInnovation

innovation creativity data science data analytics tools thinking machine learning data decision making performance heart attack prediction linear regression insights social enterprise group dynamics bruce tuckman development team facilitation processes design planning artificial intelligence training orange predictive modeling feature engineering machine learning algorithms statistics data analysis tool box morphological combining breakthrough coaching behaviour coach-athlete relationship athlete's sporting outcome decision tree supervised learning recommendations conclusions findings organge marketing segmentation customers k-means clustering root mean squared error r2 rmse testing coefficients patterns 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 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 statistical analysis methods data exploration techniques data cleaning & preprocessing cost-benefit analysis 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 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 data driven data wrangling power query editor data preparation measures dax data modeling data transformation data cleansing business intelligence excel power pivot power query data warehouse sports decision insight database 2003 anthony mok queries european soccer database sqlite sql ideas selection management project think career derailment change drivers transformation brainstorming ideation