Monitoring Evaluation
Data Mining Applications Overview
Predictive Analytics for Business Resilience
Data-Driven Decision
Key Performance Indicators
Continuous Improvement
Metrics Overview
Data Analysis and User Experience
Key Factors in Predictions 
Continuous Improvement Predictive analytics is not a one-time process but requires continuous
monitoring and improvement
...predictive analytics relies on a combination of high-quality data, appropriate feature selection, model choice, and ongoing
evaluation ...
Data Mining Applications Overview 
Analyzing transaction patterns to identify anomalies Developing predictive models to assess risk Real-time
monitoring of transactions 2
...Applications include: Employee retention analysis to reduce turnover Performance
evaluation through data-driven metrics Recruitment optimization by analyzing candidate data 3
...
Predictive Analytics for Business Resilience 
Monitoring and
Evaluation: Continuously assessing model performance and updating as necessary
...
Data-Driven Decision 
Monitoring and
Evaluation: Continuously assessing the outcomes of decisions to refine future data-driven strategies
...
Key Performance Indicators 
Continuous Improvement: KPIs facilitate ongoing
evaluation and improvement of processes and performance
...By selecting the right KPIs, aligning them with strategic objectives, and continuously
monitoring performance, organizations can enhance their decision-making processes and achieve their goals
...
Continuous Improvement 
As machine learning models are deployed, they require ongoing
monitoring and refinement to maintain accuracy and effectiveness
...Key aspects include: Model
Evaluation: Regularly assessing model performance against established benchmarks
...
Metrics Overview 
In the field of business analytics, metrics play a crucial role in decision-making and performance
evaluation ...Social Media Analytics:
Monitoring social media platforms to gauge brand sentiment and customer interaction
...
Data Analysis and User Experience 
The integration of data analysis techniques into the design and
evaluation of user experiences can lead to enhanced customer satisfaction, increased engagement, and improved business outcomes
...Social Media
Monitoring user interactions and sentiments across social platforms
...
Business Performance Review 
A Business Performance Review (BPR) is a systematic
evaluation of a company's performance over a specific period
...Project Management Tools Software that assists in planning, executing, and
monitoring projects
...
Development 
Monitoring and
Evaluation: Continuously monitor the outcomes and effectiveness of the implemented solutions
...
Nebenberuflich (z.B. mit Nebenjob) selbstständig u. Ideen haben
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 ...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.