Technical Analysis
Data Mining and Its Role in Decision Support
Integrating ERP Systems with BI
Intelligence
Leveraging Big Data
Data Mining Techniques for Service Improvement
Deliverables
BI Tools
Collaborative Insights 
Collaborative Insights refers to the practice of leveraging collective knowledge and expertise to enhance data
analysis and business decision-making
...Technical Barriers: Differences in technology platforms can complicate data sharing and collaboration
...
Data Mining and Its Role in Decision Support Data Preprocessing: Cleaning and preparing data for
analysis ...Integration: Integrating data mining tools with existing systems can pose
technical challenges
...
Integrating ERP Systems with BI Integrating these two systems can provide organizations with enhanced data
analysis capabilities, improved decision-making processes, and streamlined operations
...Complexity of Integration: The integration process can be complex, requiring significant
technical expertise and resources
...
Intelligence In the context of business, "intelligence" refers to the collection,
analysis, and interpretation of data to inform decision-making processes
...Self-service BI: Empowering non-
technical users to analyze data without relying on IT departments is a key trend
...
Leveraging Big Data Leveraging big data involves the systematic
analysis of large and complex datasets that traditional data processing software cannot handle efficiently
...Data Democratization: Making data accessible to non-
technical users will empower more employees to leverage data insights
...
Data Mining Techniques for Service Improvement categorized into several types, including: Classification Clustering Association Rule Learning Regression
Analysis Time Series Analysis Key Data Mining Techniques for Service Improvement Technique Description Application in
...Complexity: The
technical complexity of data mining tools can be a barrier for some organizations
...
Deliverables data mining: Reports: Detailed documents that summarize the findings, methodologies, and insights derived from data
analysis ...Technical Complexity: The intricacies of data analysis and modeling can make it difficult to communicate findings effectively
...
BI Tools Description Examples Reporting Tools Generate standard reports and dashboards for data
analysis ...SAP Analytics Cloud, IBM SPSS Self-Service BI Tools Enable non-
technical users to create reports and dashboards without IT assistance
...
Visualizing Text Data for Better Understanding encompasses various techniques such as: Natural Language Processing (NLP) Text Mining Topic Modeling Sentiment
Analysis These techniques enable organizations to analyze customer sentiments, identify trends, and make data-driven decisions
...Improved Communication: Visuals facilitate better communication of findings to non-
technical audiences
...
Resources Here are some recommended titles: Python for Data
Analysis by Wes McKinney Deep Learning for Business by Bernard Marr Machine Learning Yearning by Andrew Ng Data Science for Business by Foster Provost and Tom Fawcett Practical Statistics for Data Science by Peter Bruce and Andrew
...Kaggle - A platform for data science competitions and collaboration Stack Overflow - A Q&A site for programming and
technical questions Reddit: Machine Learning - A subreddit for discussing machine learning topics LinkedIn Groups - Various groups focused on data science and analytics Conclusion
...
Notwendiges Eigenkapital für die
Geschäftsiee als Selbstläufer 
Der Start in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. weit vor der Gründung des Unternehmens. Ein gute Geschäftsidee mit neuartigen Ideen und weiteren positiven Eigenschaften wird zur
"Selbstläufer Geschäftsidee". Hier braucht es dann nicht mehr besonders viel, bis sich ein grosser Erfolg einstellt ...
Deutsch
Österreich
Italiano
English
Français
Español
Nederlands
Português
Polski
