Machine Learning
Predictive Analytics in Human Resources
Leveraging Data for Insights
Exploring Data Mining Case Studies
Exploring Ethical Issues in Text Analytics
Data Algorithms
Architecture
Analytics
Data Mining Process 
It employs various techniques from statistics,
machine learning, and database systems
...
Understanding Market Dynamics Through Text Here are some trends that are likely to shape its future: Artificial Intelligence (AI) and
Machine Learning: The incorporation of AI and machine learning will enhance the accuracy and efficiency of text analytics
...
Predictive Analytics in Human Resources Predictive analytics in human resources (HR) refers to the use of statistical techniques and
machine learning algorithms to analyze historical data and make predictions about future employee behaviors, performance, and other HR-related outcomes
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Leveraging Data for Insights questions like "Why did we experience a drop in sales?" Predictive Analytics: This type utilizes statistical models and
machine learning techniques to forecast future outcomes based on historical data
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Exploring Data Mining Case Studies Data Mining Data mining involves various techniques such as classification, clustering, regression, and association rule
learning ...Netflix: Personalizing Content Netflix employs collaborative filtering and
machine learning algorithms to analyze user viewing habits
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Exploring Ethical Issues in Text Analytics It encompasses various techniques such as natural language processing (NLP),
machine learning, and data mining
...
Data Algorithms Association Rule
Learning: Used to discover interesting relationships between variables in large datasets
...Support Vector
Machine Classification A supervised learning model that finds the best boundary between classes
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Architecture Enables advanced analytics and
machine learning ...
Analytics Predictive Analytics: This type uses statistical algorithms and
machine learning techniques to identify the likelihood of future outcomes based on historical data
...
Key Applications of Neural Networks Neural networks are a subset of
machine learning techniques that are inspired by the structure and function of the human brain
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