Data Analysis Reporting Process
Real-Time Decision Making with Analytics
Communication
Data Ownership Governance
Text Evaluation
Data Mining Tools
Customer Analytics
Leveraging Data for Performance Improvement
Data Architecture 
Data Architecture refers to the structure and organization of data within a business or organization
...Business intelligence and
reporting Data Lake Storage for large volumes of raw data in its native format
...Involve Stakeholders: Engage business users, IT, and data governance teams in the architecture design
process ...when developing and implementing data architecture: Data Silos: Isolated data sources can hinder data integration and
analysis ...
Real-Time Decision Making with Analytics Real-time decision making with analytics is a critical aspect of modern business strategy, leveraging
data analysis to inform immediate organizational decisions
...Real-time analytics involves the continuous input,
processing, and analysis of data, allowing businesses to make decisions based on the most current information available
...Business Intelligence Tools: Offer dashboards and
reporting features for real-time data visualization
...
Communication Communication in the context of business analytics and
data visualization refers to the
process of conveying information effectively to stakeholders using various tools and techniques
...Used for
reporting and data
analysis to support decision-making
...
Data Ownership Governance Data Ownership Governance refers to the frameworks, policies, and practices that define how data is managed, controlled, and utilized within an organization
...Key Components of Data Ownership Governance Data Stewardship: The
process of managing data assets to ensure their quality, integrity, and security
...Data User Utilizes data for
analysis and
reporting while adhering to governance policies and procedures
...
Text Evaluation Text Evaluation is a critical
process in the field of business analytics, particularly within the realm of text analytics
...It involves assessing the quality, relevance, and effectiveness of textual
data to derive meaningful insights that can guide strategic decision-making
...of Text Evaluation Text evaluation plays a vital role in several areas of business, including: Customer Feedback
Analysis: Understanding customer sentiment and feedback can help improve products and services
...KNIME Open-source platform for data analytics and
reporting ...
Data Mining Tools Data mining tools are software applications that enable organizations to extract valuable insights and knowledge from large sets of data
...In the realm of business analytics, data mining plays a crucial role in decision-making
processes, enabling businesses to gain a competitive edge
...Orange Visual programming, interactive data
analysis, support for various data formats
...Business intelligence, performance tracking,
reporting ...
Customer Analytics (K)
Customer analytics is a vital aspect of business analytics that focuses on understanding customer behavior through
data analysis ...understanding of customer behavior: Component Description Data Collection The
process of gathering data from various sources such as transactions, surveys, and social media
...Reporting and Visualization Presenting data insights through dashboards and reports for easy interpretation
...
Leveraging Data for Performance Improvement In today's competitive business landscape, organizations are increasingly turning to
data analytics to enhance their performance and make informed decisions
...This can involve various strategies, including: Streamlining
processes Enhancing product quality Improving customer satisfaction Reducing operational costs Increasing employee productivity The Role of Data Analytics Data analytics plays a crucial role in performance improvement
...Prescriptive Analytics: Recommends actions based on data
analysis to optimize outcomes
...Financial
Reporting: Generating reports that provide insights into financial health
...
Evaluate Operational Performance Indicators By leveraging
data-driven insights, businesses can make informed decisions, optimize
processes, and enhance overall performance
...This method often involves root cause
analysis and correlation studies to identify factors influencing OPIs
...Utilize Technology Leverage technology and analytics tools to automate data collection and
reporting ...
Understanding the Importance of Descriptive Analytics Descriptive analytics is a crucial component of business analytics that focuses on summarizing historical
data to provide insights and facilitate decision-making
processes
...Statistical
Analysis Applying statistical techniques to summarize and describe the characteristics of data sets, such as mean, median, mode, and standard deviation
...Reporting Generating reports that summarize key performance indicators (KPIs) and other relevant metrics for stakeholders
...
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.
Deutsch
Österreich
Italiano
English
Français
Español
Nederlands
Português
Polski
