Sales Optimization
Using Predictive Analytics for Marketing
Business Analytics
Using Data for Insights
Real-World Applications of Big Data
Models
Data Mining for Evaluating Marketing Campaigns
Usage
Improving Operational Efficiency through Predictions 
Resource
Optimization Efficient allocation of resources based on predicted demand
...By analyzing historical
sales data and market trends, businesses can ensure they have the right products available at the right time
...
Using Predictive Analytics for Marketing Sales forecasting, customer lifetime value prediction
...Campaign
Optimization Predictive analytics can help marketers identify which campaigns are likely to succeed and which are not, enabling them to allocate resources more effectively
...
Business Analytics Understanding
sales performance over a quarter Data Visualization Graphical representation of data to identify trends
...Key Features of Prescriptive Analytics
Optimization: Finding the best solution among various alternatives
...
Using Data for Insights Sales reports, customer feedback analysis Predictive Analytics Uses statistical models and machine learning techniques to forecast future outcomes based on historical data
...Optimization of marketing strategies, resource allocation 3
...
Real-World Applications of Big Data Description Benefits Inventory Management Analyzing
sales data to maintain optimal inventory levels
...Network
Optimization: Analyzing network traffic data helps in optimizing infrastructure and improving service quality
...
Models Sales forecasting, risk assessment
...Analysis Market Research Prescriptive Models Prescriptive models recommend actions based on predictive analytics and
optimization techniques
...
Data Mining for Evaluating Marketing Campaigns Resource
Optimization: Data mining allows businesses to allocate resources more efficiently by focusing on high-performing marketing strategies
...Estimating the impact of marketing spend on
sales ...
Usage Retail Customer segmentation, inventory management, and
sales forecasting
...Manufacturing Predictive maintenance and supply chain
optimization ...
Data Analysis for Service Improvement Components of Data Analysis Data Collection: Gathering relevant data from various sources, including customer feedback,
sales records, and operational metrics
...Resource allocation, process
optimization ...
Data Analysis and Corporate Strategy Sales reports, customer demographics
...Resource allocation,
optimization problems
...
Nebenberuflich (z.B. mit Nebenjob) selbstständig u. Ideen haben 
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 ...
Nebenberuflich selbstständig
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.
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