Evaluation Feedback
Implementing Predictive Models in Organizations
Perspectives
Information Retrieval
Project
Overview
Implementing Data Analysis in Organizations
Analyzing Operational Data with BI
Creating Effective Dashboards 
Analytical Dashboard Provides historical data analysis and trend
evaluation ...Steps include: Gathering user
feedback ...
Implementing Predictive Models in Organizations 
Model
Evaluation: Assess the model's performance using metrics such as accuracy, precision, and recall
...Iterate and Improve: Continuously refine models based on
feedback and new data to improve accuracy
...
Perspectives 
Root cause analysis, performance
evaluation ...By analyzing customer
feedback and transaction data from multiple perspectives, they identified key factors leading to dissatisfaction, allowing them to implement targeted retention strategies
...
Information Retrieval 
Evaluation: Assessing the effectiveness of the retrieval process and making necessary adjustments
...Market Research: Extracting insights from customer
feedback, reviews, and social media interactions
...
Project 
Evaluation Analyzing the project's success and gathering
feedback for future projects
...
Overview 
Human Resources: Statistical analysis aids in workforce planning, employee performance
evaluation, and talent acquisition strategies
...Customer Service: Businesses analyze customer
feedback and service metrics to improve customer satisfaction and retention
...
Implementing Data Analysis in Organizations 
This can include internal data (sales records, customer
feedback) and external data (market research, industry reports)
...Monitoring and
Evaluation: Continuously monitor the outcomes of the decisions made and evaluate the effectiveness of the data analysis process
...
Analyzing Operational Data with BI 
Root cause analysis, performance
evaluation Predictive Analytics Uses statistical models and machine learning techniques to forecast future outcomes
...Iterate and Adapt: Continuously refine analysis methods and tools based on
feedback and changing business needs
...
Machine Learning for Business Performance Analysis 
Evaluation: Assess the model's performance using key metrics and adjust as necessary
...Continuous Improvement: Regularly update the model with new data and refine it based on
feedback ...
Leveraging Data Analysis for Performance Management 
Employee Performance
Evaluation Data analysis can be utilized to assess employee performance through metrics such as productivity, quality of work, and engagement levels
...Data analysis can help organizations gather
feedback from customers through surveys and reviews, enabling them to make improvements in products and services
...
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.