Image Recognition
Techniques
Exploring Supervised Learning in Business Applications
Data Analysis for Predictive Modeling
AI Development
How to Build Models
Concepts
Understanding Brand Perception Through Text
Analyzing Social Media Text 
Named Entity
Recognition (NER): Identifying and classifying key entities in text, such as people, organizations, and locations
...3 Public Relations Monitoring social media sentiment helps organizations manage their public
image and respond to crises effectively
...
Techniques Image recognition, text categorization 4
...
Exploring Supervised Learning in Business Applications risk assessment Support Vector Machines (SVM) Classification
Image recognition, text categorization Random Forest Classification/Regression Fraud detection, customer segmentation
...
Data Analysis for Predictive Modeling prediction Neural Networks Model inspired by the human brain
Image recognition, natural language processing Model Training and Testing After selecting a model, it is trained using a training dataset
...
AI Development Narrow AI: Systems designed to perform specific tasks, such as
image recognition or language translation
...
How to Build Models image recognition) 5
...
Concepts Image and speech
recognition ...
Understanding Brand Perception Through Text explores how businesses can leverage text analytics to gain insights into consumer sentiment, preferences, and overall brand
image ...Text classification, entity
recognition, and language translation
...
Data Mining Techniques for Anomaly Detection Image recognition, fraud detection High accuracy, capable of learning complex patterns Requires significant computational resources Decision Trees Builds a model based on decision rules derived from the data features
...
Data Mining for Improving Brand Awareness Brand
recognition: The ability of consumers to identify a brand from its logo or packaging
...Company B Social media sentiment analysis Improved brand
image and a 50% increase in positive mentions online
...
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