Executive Development Programme in Image Retrieval & Analytics
-- ViewingNowThe Executive Development Programme in Image Retrieval & Analytics is a certificate course designed to equip learners with essential skills in image retrieval and analytics. This programme is crucial in today's data-driven world, where image and video content are growing rapidly, and there is a high demand for professionals who can analyze and interpret this data effectively.
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โข Image Retrieval Basics: Introduction to image retrieval, image databases, and image indexing techniques.
โข Image Processing: Fundamentals of image processing, image enhancement, and image restoration.
โข Computer Vision: Overview of computer vision, feature extraction, and object recognition.
โข Machine Learning: Introduction to machine learning, supervised and unsupervised learning, and deep learning.
โข Convolutional Neural Networks (CNNs): Understanding of CNNs, their architecture, and applications.
โข Image Analytics: Analysis of images using machine learning and deep learning techniques.
โข Natural Language Processing (NLP) for Image Annotation: Overview of NLP, image annotation techniques, and its applications.
โข Data Visualization: Techniques for visualizing large-scale image data and understanding insights.
โข Ethical Considerations in Image Retrieval & Analytics: Discussion of ethical considerations, data privacy, and algorithmic bias.
โข Capstone Project: Hands-on experience in designing and implementing an end-to-end image retrieval and analytics solution.
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