Data Strategy
Improving Customer Satisfaction
Improvements
Predictive Analytics for Strategic Planning
Model
Streamline Customer Service
Enhancing Conservation Through Innovations
Text Analytics for Innovation
Models 
In the context of business analytics and
data analysis, "models" refer to simplified representations of complex real-world processes or systems
...Applications include: Resource allocation Supply chain optimization Marketing
strategy development Diagnostic Models Diagnostic models analyze data to determine the causes of past outcomes
...
Analytical Approaches 
Analytical approaches in business refer to the systematic methods used to collect, process, and analyze
data to inform decision-making and drive business
strategy ...
Improving Customer Satisfaction 
Improved brand reputation The Role of Business Analytics Business analytics involves the use of statistical analysis and
data mining to understand business performance and customer behavior
...improved their customer satisfaction through effective use of business and text analytics: Company
Strategy Used Outcome Company A Sentiment Analysis on Social Media Increased positive sentiment by 30% over six months
...
Improvements 
Data Quality Enhancement One of the fundamental aspects of predictive analytics is the quality of the data being analyzed
...Table 5: Continuous Improvement Strategies
Strategy Description Expected Outcome Training Programs Workshops and courses for skill enhancement
...
Predictive Analytics for Strategic Planning 
uses statistical algorithms and machine learning techniques to identify the likelihood of future outcomes based on historical
data ...Planning: Predictive models can forecast revenue, expenses, and profitability, aiding in budget preparation and financial
strategy ...
Model 
statistical analysis, a model is a simplified representation of reality that helps organizations make informed decisions based on
data ...challenges associated with modeling, the benefits far outweigh the drawbacks, making it an essential component of modern business
strategy ...
Streamline Customer Service 
the context of business analytics, particularly prescriptive analytics, streamlining customer service involves the use of
data-driven insights to guide decision-making and operational improvements
...Informed decision-making and
strategy development
...
Enhancing Conservation Through Innovations 
These tools enable conservationists to gather
data on a large scale and make informed decisions about conservation priorities
...One such
strategy is biodiversity offsetting, which seeks to compensate for the environmental impacts of development projects by creating or restoring equivalent habitats elsewhere
...
Text Analytics for Innovation 
Analytics for Innovation refers to the application of text analytics techniques to extract insights from unstructured text
data, thereby fostering innovation within organizations
...potential applications and benefits of text analytics will only expand, making it an essential component of modern business
strategy ...
BI Reporting for Decision Support 
Intelligence (BI) Reporting for Decision Support refers to the processes of collecting, analyzing, and presenting business
data to facilitate informed decision-making
...continues to advance, the importance of robust BI reporting will only grow, making it a critical component of modern business
strategy ...
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.