Graduate Certificate in Machine Learning Image Recognition
-- ViewingNowThe Graduate Certificate in Machine Learning Image Recognition is a comprehensive course that imparts critical skills in image processing, pattern recognition, and machine learning. Its significance lies in addressing the exponential growth of unstructured visual data and the subsequent industry need for experts who can convert this data into actionable insights.
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โข Unit 1: Introduction to Machine Learning & Image Recognition
โข Unit 2: Image Processing Techniques
โข Unit 3: Convolutional Neural Networks (CNNs)
โข Unit 4: Training & Optimization Techniques in CNNs
โข Unit 5: Object Detection & Recognition
โข Unit 6: Semantic Segmentation
โข Unit 7: Transfer Learning & Fine-tuning
โข Unit 8: Real-World Applications of Image Recognition
โข Unit 9: Machine Learning Evaluation Metrics
โข Unit 10: Ethical Considerations in Machine Learning
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