Ml Algorithms
Supporting Evidence-Based Decision Making
Evaluating Business Performance with BI
Data Mining Overview for Businesses
Big Data Applications in Transportation
User Data
Data Roles
Business
Creating Value with Predictive Analytics Techniques 
Predictive analytics is a branch of advanced analytics that uses historical data, statistical
algorithms, and machine learning techniques to identify the likelihood of future outcomes based on historical data
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Data Frameworks 
Wide range of
algorithms, easy integration with other libraries, and extensive documentation
...
Data Mining Applications in Financial Services 
Overview of Data Mining Data mining involves the use of
algorithms and statistical techniques to discover patterns and relationships in large sets of data
...to be shaped by several trends, including: Artificial Intelligence and Machine Learning: The integration of AI and
ML will enhance data mining capabilities, enabling more sophisticated analyses and predictions
...
Supporting Evidence-Based Decision Making 
Prescriptive Analytics Suggests actions based on the analysis of data, often using
algorithms and optimization techniques
...
Evaluating Business Performance with BI 
Predictive Analytics: Techniques that use statistical
algorithms and machine learning to identify the likelihood of future outcomes based on historical data
...evaluation of business performance include: Artificial Intelligence and Machine Learning: The integration of AI and
ML into BI tools will enhance predictive analytics and automate data analysis
...
Data Mining Overview for Businesses 
evolving, and several trends are shaping its future: Artificial Intelligence: The integration of AI and machine learning
algorithms is enhancing the capabilities of data mining
...
Big Data Applications in Transportation 
Machine Learning
Algorithms: Using machine learning to improve decision-making processes in real-time
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User Data 
Future trends may include: Increased Use of AI and Machine Learning: Leveraging advanced
algorithms to analyze user data for deeper insights and automation
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Data Roles 
They develop
algorithms and models that provide insights and forecasts, driving strategic decision-making
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Business 
Predictive Analytics: Utilizes statistical
algorithms and machine learning to forecast future outcomes based on historical data
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