Executive Development Programme in AI Technologies: Advanced Concepts Exploration
-- ViewingNowThe Executive Development Programme in AI Technologies: Advanced Concepts Exploration is a certificate course designed to empower professionals with the essential skills needed to excel in today's AI-driven business landscape. With a focus on advanced concepts, this programme bridges the gap between traditional management practices and cutting-edge AI technologies.
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⢠Fundamentals of Artificial Intelligence: An overview of AI technologies, including machine learning, deep learning, and natural language processing. This unit will cover basic concepts, terminologies, and the history of AI. ⢠Advanced Machine Learning: This unit will delve into the advanced concepts of machine learning, such as supervised, unsupervised, and reinforcement learning. It will also cover algorithm design and model optimization. ⢠Deep Learning: This unit will explore deep learning models and architectures, including convolutional neural networks, recurrent neural networks, and long short-term memory networks. It will also cover transfer learning and model optimization. ⢠Natural Language Processing (NLP): This unit will cover NLP techniques, such as sentiment analysis, text classification, and named entity recognition. It will also cover the latest NLP trends, including transformer models and BERT. ⢠Computer Vision: This unit will cover computer vision technologies, such as object detection, image recognition, and facial recognition. It will also cover the latest computer vision trends, including generative adversarial networks and YOLO. ⢠Ethical and Social Implications of AI: This unit will cover the ethical and social implications of AI technologies, including privacy, bias, and transparency. It will also cover the latest regulations and guidelines for AI development and deployment. ⢠AI Strategy and Leadership: This unit will cover the strategic and leadership aspects of AI technologies, including business alignment, change management, and talent development. It will also cover the latest AI trends, including automation, robotics, and the Internet of Things.
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