Sales Performance Metrics
Visual Components
How to Build Models
Achieving Business Goals
Visual Strategies
Understanding Data Analysis Tools
Optimize Employee Engagement
Market Insights
Interactive Data 
Customizability: Users can tailor the data presentation to their preferences, focusing on specific
metrics or timeframes
...Marketing Campaign
performance tracking and customer segmentation analysis
...Retail
Sales analytics dashboards for inventory management and customer behavior analysis
...
Visual Components 
They can represent various data types, such as
sales by region, customer demographics, or market penetration
...They provide a comprehensive view of key
performance indicators (KPIs) and allow users to monitor
metrics in real time
...
How to Build Models 
sales forecasting) Clustering Grouping similar data points (e
...The quality and relevance of the data collected directly impact the model's
performance ...Common evaluation
metrics include: Metric Description Accuracy Proportion of correct predictions Precision Proportion of true positive predictions among all positive predictions Recall
...
Achieving Business Goals 
It involves setting clear objectives, measuring
performance, and utilizing various strategies to ensure that these goals are met
...Measurable Quantifiable
metrics should be established to track progress and determine success
...Sales Forecasting: Predicting future sales trends to optimize inventory and resources
...
Visual Strategies 
Sales comparison, market share analysis
...User engagement, sales
performance by region
...Correlation analysis, performance
metrics comparison
...
Understanding Data Analysis Tools 
Tableau Interactive dashboards, data blending, and real-time analytics Business reporting,
performance tracking Power BI Data visualization, business intelligence, and integration with Microsoft products Corporate analytics, financial reporting
...are designed to analyze business data and help in decision-making processes through reporting, data mining, and performance
metrics ...Use Cases QlikView Data visualization, associative data model, and self-service BI
Sales analysis, operational reporting SAP BI Data warehousing, reporting, and analytics Enterprise resource planning, financial reporting
...
Optimize Employee Engagement 
Annual engagement surveys
Performance Metrics Data on employee productivity and output
...Sales figures, project completion rates Retention Rates Statistics on employee turnover and attrition
...
Market Insights 
insights are essential for businesses to make informed decisions, develop effective strategies, and enhance their overall
performance ...Twitter sentiment analysis, Facebook engagement
metrics Market Reports Reports published by research firms that provide industry analysis and forecasts
...Gartner reports, Nielsen studies
Sales Data Analyzing historical sales data to identify trends and patterns
...
Data Analysis in Supply Chain Management 
Performance Measurement: Organizations can track key performance indicators (KPIs) to monitor supply chain performance and make necessary adjustments
...Data Collection The process of gathering relevant data from various sources such as
sales records, inventory levels, and supplier performance
...Supplier Performance Evaluation: Data analysis can be used to assess supplier reliability and performance
metrics ...
Supervised Learning 
Predicting
sales revenue based on advertising spend
...Evaluation
Metrics: Criteria used to assess the
performance of the model, such as accuracy, precision, recall, and F1 score
...
Nebenberuflich (nebenbei) selbstständig m. guten Ideen
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...