Data Structure
Crafting Visual Stories with Data
Discovery
Changes
Data Mining in Finance
Data Mining Solutions for Challenges
Foster Organizational Change through Data
Activities
Data Mining Fundamentals 
Data mining is a crucial process in the field of business analytics that involves extracting valuable insights from large sets of data
...Data Exploration: Analyzing data to understand its
structure and patterns
...
Crafting Visual Stories with Data Data visualization is an essential aspect of business analytics, enabling organizations to interpret complex data sets and communicate insights effectively
...Tell a Story:
Structure the visualization to guide the audience through the data narrative
...
Discovery business analytics, and machine learning, "discovery" refers to the process of uncovering insights, patterns, or knowledge from
data ...Types of Discovery Data Discovery: The initial phase where data is collected, processed, and explored to understand its
structure and content
...
Changes In the context of business analytics and
data analysis, "changes" refer to the modifications or transformations that occur within an organization as a result of data-driven insights
...These changes can encompass various aspects of business operations, including strategy, processes, and organizational
structure ...
Data Mining in Finance Data mining in finance refers to the process of analyzing large datasets to uncover patterns, correlations, and insights that can inform financial decision-making
...Decision Trees A flowchart-like
structure that uses branching methods to illustrate every possible outcome of a decision
...
Data Mining Solutions for Challenges Data mining is a powerful analytical process that organizations utilize to discover patterns and extract valuable insights from large datasets
...Neighbor Embedding (t-SNE): A technique used for visualizing high-dimensional data by reducing dimensions while maintaining the
structure ...
Foster Organizational Change through Data Fostering organizational change through
data is a strategic approach that leverages data analytics to enhance decision-making, optimize processes, and drive innovation within businesses
...business and business analytics, where data-driven insights can lead to transformative changes in organizational culture,
structure, and performance
...
Activities In the realm of business analytics, various activities are undertaken to extract insights from
data, inform decision-making, and enhance operational efficiency
...Method Description Advantages Surveys
Structured questionnaires distributed to collect quantitative or qualitative data
...
Methodologies In the realm of business analytics and
data analysis, methodologies play a crucial role in how organizations derive insights from data
...These methodologies provide
structured approaches to problem-solving, allowing businesses to make informed decisions based on empirical evidence
...
BI Strategies for Success Business Intelligence (BI) encompasses the strategies and technologies used by enterprises for
data analysis of business information
...These methodologies help organizations
structure their BI processes effectively: 3
...
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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