Relational Data Model
Data Science
Dataframes
Data Sources
Data Design
Building Strong Analytics Teams
Tools
Big Data Integration with Traditional Data
Data Architecture 
Data Architecture refers to the structure and organization of data within a business or organization
...It encompasses the policies, standards, and
models that govern the collection, storage, integration, and usage of data
...Storage Solution Description Use Case
Relational Database Structured data storage using tables and relationships
...
Data Science Data Science is an interdisciplinary field that utilizes scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data
...Model Building: Developing predictive models using machine learning algorithms
...SQL: A language used for managing and querying
relational databases
...
Dataframes Dataframes are a fundamental data structure used in data analysis and machine learning, particularly in programming languages such as Python and R
...Databases: Dataframes can be created from SQL queries executed on
relational databases
...Predictive
Modeling: Preparing data for machine learning algorithms to predict future outcomes
...
Data Sources Data sources are critical components in the fields of business analytics and machine learning
...They provide the raw materials necessary for analysis,
model training, and decision-making processes
...It typically resides in
relational databases and spreadsheets
...
Data Design Data Design refers to the process of defining the architecture, structure, and organization of data within a system
...These components include: Data
Modeling: The process of creating a conceptual representation of data and its relationships
...Data Storage Solutions: Choosing between
relational databases, NoSQL databases, and cloud storage options
...
Building Strong Analytics Teams Building strong analytics teams is crucial for organizations seeking to leverage
data for strategic decision-making, operational efficiency, and competitive advantage
...SQL Language for managing and querying
relational databases
...Centralized
Model In a centralized model, all analytics functions are housed within a single team
...
Tools In the realm of business, the use of business analytics and
data mining has become increasingly essential
...Azure Machine Learning A cloud-based platform for building, training, and deploying machine learning
models
...Tool Name Description Key Features Microsoft SQL Server A
relational database management system developed by Microsoft for storing and retrieving data
...
Big Data Integration with Traditional Data Big
Data Integration with Traditional Data refers to the methodologies and technologies that facilitate the seamless combination of large volumes of data generated from various sources (big data) with structured data that has been traditionally managed by organizations (traditional data)
...Traditional data typically resides in
relational databases, while big data encompasses unstructured and semi-structured data from sources such as social media, IoT devices, and web logs
...Adopting a Unified Data
Model: Creating a common data model allows different data types to be understood and used interchangeably
...
Tools business, particularly in the fields of business analytics and machine learning, a variety of tools are employed to analyze
data, build predictive
models, and derive actionable insights
...Tool Description Key Features SQL Server A
relational database management system developed by Microsoft
...
Advanced Data Techniques Advanced
Data Techniques refer to sophisticated methods and processes employed in the field of business analytics to analyze and interpret complex data sets
...ML techniques can be categorized into three main types: Supervised Learning: Involves training a
model on a labeled dataset, where the output is known
...NoSQL Databases: Non-
relational databases designed to handle large volumes of unstructured data
...
Geschäftsiee und Selbstläufer 
Der Weg in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. vor Gründung des Unternehmens. Ein gute Geschäftsidee mit neuen und weiteren positiven Eigenschaften wird zur
"Geschäftidee u. Selbstläufer" ...
Deutsch
Österreich
Italiano
English
Français
Español
Nederlands
Português
Polski
