Big Data in Healthcare
Performance Improvement
Data Analysis for Public Health
Business Intelligence Techniques
Data Mining Methods for Decision Making
Exploring Opportunities in Machine Learning
Effectiveness
Execution
Data Mining in Cloud Computing 
Data Mining
in Cloud Computing refers to the process of extracting valuable information and patterns from large sets of data stored in cloud environments
...Some notable applications include:
Healthcare: Analyzing patient data to improve treatment outcomes and operational efficiency
...Google Cloud Platform (GCP) Features
BigQuery for data analysis and TensorFlow for machine learning applications
...
Using Machine Learning to Identify Trends 
become a pivotal tool
in the field of business analytics, enabling organizations to uncover patterns and trends within large
datasets
...Healthcare Healthcare providers use machine learning to identify trends in patient data, leading to improved patient outcomes
...
Performance Improvement 
Overview
In the context of business analytics, performance improvement involves utilizing
data-driven insights to identify areas of inefficiency and develop actionable strategies for enhancement
...Manufacturing, service industries,
healthcare ...
Data Analysis for Public Health 
Data analysis for public health refers to the systematic examination of health-related data to
inform decisions and policies aimed at improving population health outcomes
...Health Surveys Systematic collections of data regarding health behaviors, conditions, and access to
healthcare ...Key trends include:
Big Data: The use of large datasets from various sources, including social media and wearable devices, to gain insights into public health
...
Business Intelligence Techniques 
Business
Intelligence (BI) techniques encompass a wide array of tools and methodologies that organizations use to analyze
data and make informed decisions
...This technique is widely used in various sectors, including finance, marketing, and
healthcare ...
Data Mining Methods for Decision Making 
Data mining is a powerful analytical process that
involves discovering patterns and extracting valuable information from large sets of data
...It is used in various fields, including marketing, finance,
healthcare, and more
...
Exploring Opportunities in Machine Learning 
intelligence (AI) that focuses on the development of algorithms that allow computers to learn from and make predictions based on
data ...Machine Learning (ML) is a subset of artificial
intelligence (AI) that focuses on the development of algorithms that allow computers to learn from and make predictions based on
data ...Industry Application Benefits
Healthcare Predictive analytics for patient outcomes Improved patient care and reduced costs Finance Fraud detection
...
Effectiveness 
It encompasses the ability to utilize
data-driven insights to optimize outcomes, enhance performance, and ensure strategic alignment with organizational objectives
...Effectiveness
in the context of business analytics, particularly prescriptive analytics, refers to the degree to which a business achieves its goals and objectives through informed decision-making
...Case Study 2:
Healthcare Sector A healthcare provider employed prescriptive analytics to streamline patient scheduling
...
Execution 
business analytics, particularly predictive analytics, execution refers to the process of implementing insights derived from
data analysis to drive decision-making and operational effectiveness
...In the context of business analytics, particularly predictive analytics, execution refers to the process of implementing insights derived from
data analysis to drive decision-making and operational effectiveness
...Healthcare Sector Example A healthcare provider implemented predictive analytics to improve patient care
...
The Importance of Predictive Models 
Predictive models are statistical techniques and algorithms used to forecast future outcomes based on historical
data ...In the realm of business and business analytics, predictive models play a crucial role in decision-making processes, helping organizations to optimize their strategies and enhance their operational efficiency
...Healthcare Patient Outcome Prediction Forecasting patient outcomes to improve treatment plans and resource allocation
...
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 ...