Credit Management
Collaboration
Analyzing Trends Using Predictive Analytics
AI Applications
Predictive Models
Financial Analysis
Financial Data Analysis
Licensing
The Significance of Feature Selection in ML 
Risk Assessment: In finance, selecting relevant features can enhance the predictive capabilities of models used for
credit scoring and risk
management ...
Collaboration 
Time
Management: Coordinating schedules among multiple artists can be difficult
...Credit and Compensation: Disputes over authorship and financial arrangements can complicate collaborations
...
Analyzing Trends Using Predictive Analytics 
Industry Application Retail Forecasting sales trends and optimizing inventory
management ...Finance Assessing
credit risk and detecting fraudulent activities
...
AI Applications 
Benefits Finance Risk Assessment Improved
credit scoring and fraud detection Healthcare Patient Outcome Prediction Enhanced treatment plans and resource allocation
...
Predictive Models 
Industry Application Finance
Credit scoring and risk assessment Healthcare Patient outcome prediction and disease diagnosis Marketing Customer
...
Financial Analysis 
Credit Evaluation: Lenders analyze financial statements to determine a company's creditworthiness and ability to repay loans
...Strategic Planning: Financial analysis provides insights that help
management formulate strategies for growth and operational efficiency
...
Financial Data Analysis 
Sales forecasting,
credit scoring, and risk assessment
...Risk
Management: Identifies potential financial risks and allows for proactive measures to mitigate them
...
Licensing 
reasons: Protection of Intellectual Property: Licensing helps safeguard the rights of creators, ensuring they receive
credit and compensation for their work
...Royalty
Management Software: Tools that help artists and publishers track and manage licensing royalties
...
The Impact of Predictive Analytics 
Application Benefits Retail Customer behavior prediction Improved inventory
management and personalized marketing Healthcare Patient outcome forecasting Enhanced patient care and reduced costs
...patient care and reduced costs Finance Risk assessment Better fraud detection and
credit scoring Manufacturing Predictive maintenance Minimized downtime and reduced maintenance costs Marketing
...
Information 
It plays a vital role in various business functions, including: Sales Forecasting Customer Segmentation Risk
Management Inventory Optimization 2
...Classification Techniques Assigns items to predefined categories Spam detection,
credit scoring Clustering Groups similar items based on characteristics Market segmentation, social network analysis
...
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 ...