Data Classification
Machine Learning for Predictive Analytics
Analyzing Legal Documents with Text Analytics
The Role of NLP in Text Analytics
Text Mining Techniques for Effective Customer Engagement
Textual Insights
Building AI Systems
Understanding the Basics of Neural Networks
Solutions 
business analytics can be categorized into three main types: Descriptive Analytics: Involves the analysis of historical
data to understand what has happened in the past
...Sales forecasting, risk assessment
Classification Assigns items into predefined categories based on their features
...
Text Relevance concept in the fields of business analytics and text analytics, focusing on the importance of information derived from textual
data in decision-making processes
...Sentiment analysis, text
classification ...
Machine Learning for Predictive Analytics Machine Learning (ML) for Predictive Analytics refers to the use of algorithms and statistical models to analyze historical
data and make predictions about future outcomes
...Sales forecasting, risk assessment
Classification Categorizes data into predefined classes based on input features
...
Analyzing Legal Documents with Text Analytics Overview of Text Analytics Text analytics refers to the process of converting unstructured text into structured
data for analysis
...Research analysis, trend identification Text
Classification Assigning predefined categories to text documents based on their content
...
The Role of NLP in Text Analytics in the field of text analytics, which involves the systematic extraction of insights and information from unstructured text
data ...Text
Classification: Categorizing text into predefined labels or classes based on its content
...
Text Mining Techniques for Effective Customer Engagement Text mining, also known as text
data mining or text analytics, refers to the process of deriving high-quality information from text
...Text
Classification Categorizing text into predefined classes or labels using machine learning algorithms
...
Textual Insights Textual Insights refers to the process of deriving meaningful information from unstructured text
data using various techniques and tools
...Text
Classification Categorizing text into predefined classes
...
Building AI Systems Below are the primary components:
Data Collection: Gathering relevant data is the foundation of any AI system
...Different models serve different purposes, such as
classification, regression, or clustering
...
Understanding the Basics of Neural Networks which is a branch of artificial intelligence (AI) focused on building systems that can learn from and make decisions based on
data ...Classification, regression tasks Convolutional Neural Network (CNN) Specialized for processing structured grid data like images
...
Using Text Analytics for Product Development Overview of Text Analytics Text analytics involves various techniques that convert textual
data into structured data for analysis
...This includes: Natural Language Processing (NLP) Sentiment Analysis Topic Modeling Text
Classification Entity Recognition By employing these methods, organizations can analyze customer feedback, social media interactions, and other forms of unstructured data to gain valuable
...
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 ...
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