Sales Tax
Understanding the ML Lifecycle for Businesses
Supervised
Business Analysis
Business Performance
Using Statistical Techniques
The Integration of AI and Predictive Analytics
Statistical Analysis for Operational Improvement
Evaluating Business Performance with Visuals 
Line Graphs: Ideal for showing changes over time, such as
sales growth or customer acquisition
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Performance Goals These goals can be quantitative, such as
sales figures or production rates, or qualitative, such as customer satisfaction or employee engagement
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Understanding the ML Lifecycle for Businesses Description Internal Databases Data generated from within the organization, such as
sales records and customer interactions
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Supervised House price prediction, stock price forecasting,
sales forecasting Process of Supervised Learning The supervised learning process typically involves the following steps: Data Collection: Gathering a labeled dataset that is representative of the problem to be solved
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Business Analysis the context of business analysis, predictive analytics can provide valuable insights that help organizations: Forecast
sales trends and customer behavior
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Business Performance may utilize different KPIs, but some common examples include: Revenue Growth: Measures the increase in a company's
sales over a specific period
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Using Statistical Techniques Forecasting
sales, understanding customer behavior
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The Integration of AI and Predictive Analytics Retail Customer segmentation and inventory management Improved
sales forecasting and reduced stockouts Finance Fraud detection and risk assessment Enhanced security and reduced financial losses
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Statistical Analysis for Operational Improvement Forecasting
sales, understanding cost drivers
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Foster Data-Driven Culture By analyzing
sales data and customer preferences, they optimized stock levels and reduced waste, resulting in a 20% increase in profitability
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Selbstständig machen z.B. nebenberuflich! 
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 ...
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