Operations Analysis
Big Data and Data Warehousing Solutions
Creating Data-Driven Corporate Strategies
Supervised
Foster Organizational Change through Data
Benchmarking
Data Modeling
Data Visualization in Practice
Data Security 
Business Continuity: Data security measures help ensure that critical business
operations can continue even in the event of a cyber attack or data loss
...Data Masking Obscures specific data within a database so that it can be used for testing or
analysis without exposing sensitive information
...
Big Data Scenarios Applications Application Description Benefits Fraud Detection Real-time
analysis of transactions for fraud identification
...Supply Chain Optimization: Using data analytics to streamline supply chain
operations and reduce costs
...
Monitoring Operational Efficiency Enhanced Productivity: Streamlining
operations can lead to higher output with the same or fewer resources
...efficiency: Business Intelligence (BI) Software: Tools like Tableau and Power BI help visualize operational data for better
analysis ...
Big Data and Data Warehousing Solutions Veracity: Refers to the quality and accuracy of the data, which is essential for reliable
analysis ...of Big Data in Business Businesses can harness Big Data to drive innovation, improve customer experiences, and optimize
operations ...
Creating Data-Driven Corporate Strategies Understanding Data-Driven Strategies A data-driven strategy is one that is guided by data
analysis rather than intuition or experience alone
...Operational Efficiency Data can identify inefficiencies and areas for improvement in
operations ...
Supervised Email filtering, image recognition, sentiment
analysis Regression A task where the output variable is a continuous value, such as price or temperature
...principles, techniques, and applications of supervised learning, organizations can leverage this powerful tool to enhance their
operations, improve customer experiences, and drive innovation
...
Foster Organizational Change through Data Change Organizational change refers to the processes and strategies that organizations implement to alter their structures,
operations, or cultures
...Data-Driven Decision Making Data-driven decision making (DDDM) involves using data
analysis to guide business decisions
...
Benchmarking Techniques for Benchmarking Several tools and techniques can assist organizations in the benchmarking process: SWOT
Analysis: Helps identify strengths, weaknesses, opportunities, and threats in comparison to competitors
...Case Studies Many organizations have successfully implemented benchmarking to enhance their
operations ...
Data Modeling process helps organizations understand their data requirements and design databases that effectively support their business
operations ...data structures and relationships, organizations can ensure data consistency and accuracy, reducing errors in reporting and
analysis ...
Data Visualization in Practice Dashboards provide real-time data visualization, enabling businesses to track key performance indicators (KPIs) and optimize
operations ...Pie Chart Represents proportions of a whole with slices Market share
analysis Scatter Plot Displays values for two variables for a set of data Analyzing the correlation between advertising spend and sales
...
Geschäftsiee und Selbstläufer 
Der Weg in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. vor Gründung des Unternehmens. Ein gute Geschäftsidee mit neuen und weiteren positiven Eigenschaften wird zur
"Geschäftidee u. Selbstläufer" ...
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