Global Certificate in AI & Analytics
-- ViewingNowThe Global Certificate in AI & Analytics is a comprehensive course designed to equip learners with essential skills in artificial intelligence and data analytics. This course is crucial in today's data-driven world, where businesses rely heavily on AI and analytics to make informed decisions.
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โข Introduction to Artificial Intelligence (AI) survey of AI history, concepts, and techniques.
โข Machine Learning (ML) – foundational theories, algorithms, and applications.
โข Deep Learning (DL) – neural networks, convolutional neural networks, and recurrent neural networks.
โข Data Analytics – data mining, data visualization, and statistical analysis.
โข Natural Language Processing (NLP) – text processing, sentiment analysis, and machine translation.
โข Computer Vision – image recognition, object detection, and facial recognition.
โข AI Ethics & Policy – responsible AI, privacy, security, and societal impact.
โข AI Project Management – AI lifecycle, team management, and project execution.
โข AI Tools & Platforms – TensorFlow, PyTorch, Keras, and AWS SageMaker.
โข Capstone Project – real-world AI & analytics project demonstrating proficiency across all units.
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