Sales Process
Market Trends
Text Mining for Identifying Business Opportunities
Data Analysis for Insights
Using Data for Decisions
Importance of Statistical Techniques in Business
Findings
Improving Product Development with Insights
Approach 
Sales reports, customer demographics Inferential Analysis Uses a sample of data to make inferences about a larger population
...Business Analytics Approach To effectively implement a business analytics approach, organizations should follow a structured
process: Define Objectives: Clearly outline the goals of the analysis
...
Market Trends 
Tool/Technique Description Use Case Data Mining The
process of discovering patterns in large datasets
...Forecasting
sales trends
...
Text Mining for Identifying Business Opportunities 
Text mining, also known as text data mining or text analytics, is the
process of deriving high-quality information from text
...Sales Forecasting Utilizing text data from customer interactions to improve sales predictions and tailor marketing strategies
...
Data Analysis for Insights 
business analytics that involves the systematic examination of data to extract meaningful information and support decision-making
processes
...Retail: Inventory management, customer segmentation, and
sales forecasting
...
Using Data for Decisions 
The
process of business analytics involves the systematic analysis of data to inform strategic choices, optimize operations, and enhance overall performance
...Sales reports, financial summaries
...
Importance of Statistical Techniques in Business 
Statistical techniques play a crucial role in the decision-making
processes of modern businesses
...Sales forecasting, Pricing strategies Time Series Analysis Analyzing data points collected or recorded at specific time intervals
...
Findings 
These findings play a crucial role in decision-making
processes, helping organizations to enhance their performance, optimize operations, and understand market trends
...By analyzing historical
sales data, they were able to forecast demand more accurately, reducing stockouts by 30% and minimizing excess inventory by 20%
...
Improving Product Development with Insights 
Improving product development through insights involves leveraging data analytics to enhance decision-making
processes and streamline product innovation
...businesses can tap into various data sources, including: Customer Surveys and Feedback Social Media Analytics
Sales Data Market Research Reports Competitor Analysis These data sources provide valuable insights that can guide product development strategies and help in understanding
...
Advanced Statistical Analysis Techniques in Business 
various advanced statistical methods employed in business, their applications, and their significance in the decision-making
process ...Applications Regression analysis is widely used in various business contexts, including:
Sales forecasting Market research Financial analysis Time Series Analysis Time series analysis involves analyzing data points collected or recorded at specific time intervals
...
Review 
In the context of business and business analytics, a review refers to the systematic evaluation of a product, service, or
process ...Median
sales growth of 10%
...
Eine Geschäftsidee ohne Eigenkaptial 
Wenn ohne Eigenkapital eine Geschäftsidee gestartet wird, ist die Planung besonders wichtig. Unter Eigenkapital zum Selbstständig machen versteht man die finanziellen Mittel zur Gründung eines Unternehmens. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte gut überlegt sein ...