Performance Analysis
Data Sources
Dashboard
Big Data Examples
Specifications
Big Data Solutions for Supply Chain Optimization
Designing Machine Learning Experiments for Success
Enhance Supply Chain Resilience with Analytics
Creating Value with Business Intelligence 
Business Intelligence (BI) refers to the technologies, applications, and practices for the collection, integration,
analysis, and presentation of business data
...Monitor and Optimize: Continuously assess the BI system’s
performance and make improvements as needed
...
Importance of Cross-Validation in Machine Learning Cross-validation is a critical technique in the field of machine learning that is used to assess how the results of a statistical
analysis will generalize to an independent data set
...This article explores the significance of cross-validation, its methodologies, and its impact on model
performance ...
Insights Generation It involves the collection,
analysis, and interpretation of data to derive actionable insights that can inform decision-making and strategic planning
...Diagnostic Analytics Examines past
performance to determine why certain events occurred
...
Data Sources They provide the raw information needed for
analysis, decision-making, and strategic planning
...Financial Reports: Company financial statements and reports provide insights into
performance and market position
...
Dashboard A dashboard is a data visualization tool that displays the current status of metrics and key
performance indicators (KPIs) for an organization, department, or specific process
...Overwhelming Data: Too much information can overwhelm users, leading to
analysis paralysis
...
Big Data Examples Telecommunications Telecommunication companies leverage big data to improve customer service, optimize network
performance, and enhance marketing efforts
...Ford: Ford analyzes data from connected vehicles to improve product design and enhance customer experiences through feedback
analysis ...
Specifications In the realm of business, specifications play a crucial role in the field of business analytics and data
analysis ...Non-Functional Specifications: These specifications define the quality attributes of a system, such as
performance, usability, and reliability
...
Big Data Solutions for Supply Chain Optimization data-driven decision-making, the integration of big data into supply chain management has become imperative for enhancing
performance, reducing costs, and improving customer satisfaction
...Increased Operational Efficiency Automation and data
analysis streamline processes, reducing lead times and operational costs
...
Designing Machine Learning Experiments for Success Key
Performance Indicators (KPIs): Establish measurable KPIs that will indicate success, such as accuracy, precision, recall, or return on investment (ROI)
...Market trend
analysis, customer behavior Simulations Create a simulated environment to test hypotheses and models
...
Enhance Supply Chain Resilience with Analytics following types of analytics are particularly important: Descriptive Analytics: Analyzes historical data to understand past
performance ...Further Reading Supply Chain Management Business Analytics Data
Analysis Autor: MoritzBailey
...
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 ...
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