Executive Development Programme in AI and Export Control Essentials
-- ViewingNowThe Executive Development Programme in AI and Export Control Essentials is a certificate course that addresses the growing need for professionals to understand the complex intersection of artificial intelligence (AI) and export controls. This programme is vital in today's rapidly evolving global landscape, where AI technologies are increasingly subject to export control regulations.
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⢠Introduction to AI and Machine Learning: Understanding the basics of artificial intelligence (AI) and machine learning algorithms, including supervised, unsupervised, and reinforcement learning. ⢠Data Analysis for AI: Learning to analyze and preprocess data for AI applications, including data cleaning, normalization, and feature engineering. ⢠Deep Learning Fundamentals: Exploring deep learning models, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and long short-term memory (LSTM) networks. ⢠AI Applications in Business: Examining how AI can be used in various industries, including finance, healthcare, and marketing, to improve operations and decision-making. ⢠Ethics in AI: Understanding the ethical implications of AI, such as bias, privacy, and transparency, and how to design ethical AI systems. ⢠Export Control Regulations: An overview of export control regulations, including the International Traffic in Arms Regulations (ITAR) and the Export Administration Regulations (EAR). ⢠AI and Export Control Compliance: Learning how to ensure AI systems comply with export control regulations, including classification, licensing, and reporting requirements. ⢠AI and Sanctions Compliance: Understanding the impact of economic sanctions on AI systems and how to comply with sanctions regulations. ⢠AI and Intellectual Property Protection: Exploring how to protect AI-related intellectual property, including patents, copyrights, and trade secrets.
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