Data Sources
Understanding Analytics in Business Context
Reporting on Key Business Insights
Enhanced Visualization
Business Insights Collection
Feedback Analysis
Key Assumptions
Predictive Analytics for Marketing Campaigns
Models 
A model is a simplified representation of reality that helps organizations make informed decisions based on
data ...Data Collection: Gather relevant data from various
sources, ensuring its quality and reliability
...
Design 
It encompasses a variety of disciplines, including user experience (UX) design, product design, and
data visualization, among others
...analytics typically involves several stages: Research: Understanding user needs, business goals, and existing data
sources ...
Market Dynamics 
Market Trends: Patterns or tendencies that emerge over time, which can be identified through
data analysis and forecasting
...components of market intelligence include: Data Collection: Gathering quantitative and qualitative data from various
sources, including surveys, social media, and sales reports
...
Understanding Analytics in Business Context 
Analytics in the business context refers to the systematic computational analysis of
data or statistics to derive insights that can inform decision-making and strategy
...Integration of Data
Sources: Organizations often have data stored in multiple systems, making it difficult to integrate and analyze comprehensively
...
Reporting on Key Business Insights 
This process involves the systematic collection, analysis, and presentation of
data to inform decision-making processes and drive strategic initiatives
...Data
Sources Information on where the data was sourced from, including databases and tools
...
Enhanced Visualization 
Enhanced Visualization refers to the advanced techniques and tools used in the field of Business Analytics to present
data in a more informative and visually appealing manner
...Integration Issues: Combining data from various
sources can be complex and may require significant effort to ensure consistency
...
Business Insights Collection 
The Business Insights Collection refers to a systematic aggregation of
data and information derived from various business operations, aimed at enhancing decision-making processes through business analytics
...Data Integration: Combining data from multiple
sources can be complex and time-consuming
...
Feedback Analysis 
Description Examples Quantitative Feedback Numerical
data that can be measured and analyzed statistically
...Integration Issues: Combining feedback from multiple
sources can be complex and may require sophisticated tools
...
Key Assumptions 
These assumptions guide the methodologies employed and influence the outcomes derived from
data analysis
...Consistency Data is consistent across different
sources and time periods
...
Predictive Analytics for Marketing Campaigns 
Predictive analytics is a branch of
data analytics that utilizes statistical algorithms and machine learning techniques to identify the likelihood of future outcomes based on historical data
...Key Components of Predictive Analytics in Marketing Data Collection: Gathering relevant data from various
sources, including customer interactions, social media, and sales transactions
...
Mit den besten Ideen nebenberuflich selbstständig machen
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...