Data Preparation
Best Practices for Predictive Model Development
Business Intelligence Processes
Interpretations
Data Architecture
Leveraging Data for Insights
Data Mining Tools for Analysts
Explorations
Using Big Data 
Big
Data refers to the vast volumes of structured and unstructured data that are generated every second from various sources, including social media, transactions, sensors, and more
...Augmented Analytics: Utilizing natural language processing and AI to automate data
preparation and analysis
...
Data Mining Tools for Non-technical Users Data mining is the process of discovering patterns and knowledge from large amounts of data
...using data mining tools: Data Quality: Poor quality data can lead to misleading insights, making data cleaning and
preparation essential
...
Best Practices for Predictive Model Development development is a crucial aspect of business analytics, enabling organizations to forecast future outcomes based on historical
data ...Data Collection and
Preparation The quality of the data used in predictive modeling is critical
...
Business Intelligence Processes Business Intelligence (BI) processes encompass a range of activities that transform raw
data into meaningful insights for informed decision-making in organizations
...Data
Preparation Cleaning and transforming the data to ensure its quality and usability
...
Interpretations In the realm of business analytics, the term "interpretations" refers to the process of deriving meaningful insights from
data analysis
...Augmented Analytics: Automation of data
preparation and insight generation through machine learning
...
Data Architecture Data architecture refers to the structural design of an organization's data assets
...Key relationships include: Data
Preparation: Data must be cleaned and pre-processed before mining, which requires effective data architecture
...
Leveraging Data for Insights In the modern business landscape, the ability to leverage
data for insights has become a critical factor for success
...Augmented Analytics: Automation of data
preparation and insight generation is becoming more prevalent
...
Data Mining Tools for Analysts Data mining is a critical process used by analysts to discover patterns and extract valuable insights from large datasets
...Below are some common categories: Data
Preparation Tools Statistical Analysis Tools Machine Learning Tools Data Visualization Tools Big Data Tools Popular Data Mining Tools Tool Name Category Description Key Features
...
Explorations Explorations in the realm of business analytics and
data mining encompass a wide variety of techniques and methodologies aimed at extracting valuable insights from large datasets
...RapidMiner Open-source A data science platform that provides an integrated environment for data
preparation, machine learning, and predictive analytics
...
The Science Behind Predictive Analytics Predictive analytics is a branch of advanced analytics that uses various statistical techniques, including machine learning,
data mining, and predictive modeling, to analyze current and historical data to make predictions about future events
...Data
Preparation: Cleaning and transforming raw data into a usable format for analysis
...
Nebenberuflich selbstständig Ideen 
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 ...
Deutsch
Österreich
Italiano
English
Français
Español
Nederlands
Português
Polski
