Time Series
Intelligence
Forecasting
Deep Learning
Textual Insights Generation
Textual Data Mining
Projects
Analytics Overview
Validation 
Time Series Validation Using past data to predict future values while respecting the temporal order
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Statistical Tools for Business Analytics 
Important tools include: Tool Description
Time Series Analysis A method for analyzing time-ordered data points to extract meaningful statistics
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Intelligence 
Sentiment Analysis: The process of determining the emotional tone behind a
series of words, used to understand customer opinions and feedback
...Integration Issues: Integrating data from disparate sources can be complex and
time-consuming
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Forecasting 
Quantitative
Time Series Analysis Analyzes data points collected or recorded at specific time intervals to identify patterns
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Deep Learning 
Natural language processing,
time series prediction, and speech recognition
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Textual Insights Generation 
Sentiment Analysis: The process of determining the emotional tone behind a
series of words to understand attitudes and opinions
...Implementing Textual Insights Generation offers numerous benefits to businesses: Enhanced Decision-Making: Access to real-
time insights allows businesses to make informed decisions quickly
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Textual Data Mining 
Sentiment Analysis: The process of determining the emotional tone behind a
series of words, used extensively in social media monitoring
...Real-
time Analytics: Organizations will increasingly seek real-time insights from text data, driving the development of faster processing techniques
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Projects 
Planning Developing a detailed project plan, including
timelines and resources
...Sales Forecasting A retail company undertook a sales forecasting project utilizing time
series analysis
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Analytics Overview 
Regression analysis,
time series analysis, machine learning algorithms Prescriptive Analytics Suggests actions to achieve desired outcomes by analyzing data and providing recommendations
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Key Takeaways from Visualizations 
Line Chart A chart that displays information as a
series of data points called 'markers' connected by straight line segments
...Showing trends over
time ...
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" ...