Amazon S3
Improving Customer Experience through Analytics
Review
Machine Learning for Business Analytics Solutions
Big Data Industry
Leveraging Analytics for Business Transformation
Business Strategy
Implementing Machine Learning for Personalization
Implementing Predictive Models in Organizations 
Organization Industry Outcome
Amazon E-commerce Utilizes predictive analytics for personalized recommendations, increasing sales and customer loyalty
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Contributions 
Company Implementation Outcome
Amazon Personalized recommendations using ML algorithms
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Improving Customer Experience through Analytics 
Some notable examples include:
Amazon: Uses predictive analytics to recommend products based on previous purchases and browsing history, significantly improving the shopping experience
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Review 
Data Warehousing Solutions: Systems like
Amazon Redshift that store and manage large volumes of data for analysis
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Machine Learning for Business Analytics Solutions 
Company Application Outcome
Amazon Recommendation Systems Increased sales through personalized product suggestions
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Big Data Industry 
Microsoft Azure cloud services, Power BI analytics
Amazon Web Services (AWS) Data storage, processing, and analytics services Google Cloud BigQuery, machine learning tools
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Leveraging Analytics for Business Transformation 
business transformation: Company Industry Transformation Initiative
Amazon E-commerce Utilized predictive analytics for personalized recommendations, enhancing customer experience
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Business Strategy 
Amazon’s diversification into cloud computing
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Implementing Machine Learning for Personalization 
Netflix,
Amazon) Content-Based Filtering Recommends items similar to those the user has liked in the past
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Customer Loyalty 
Amazon Personalized Recommendations Higher customer satisfaction and retention rates
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Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.