Executive Development Programme in AI Tech
-- ViewingNowThe Executive Development Programme in AI Tech certificate course is a comprehensive program designed to meet the growing industry demand for AI and tech professionals. This course emphasizes the importance of AI in today's digital age and provides learners with essential skills to advance their careers in this field.
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โข Introduction to Artificial Intelligence (AI): Understanding AI basics, history, and current trends. Exploring AI subfields such as machine learning, deep learning, and natural language processing. โข Data Science and Big Data Analytics: Data preprocessing, analysis, and visualization. Big data tools and techniques, data-driven decision making. โข Machine Learning (ML) Algorithms: Supervised, unsupervised, and reinforcement learning. Regression, classification, clustering, and dimensionality reduction algorithms. โข Deep Learning Fundamentals: Artificial neural networks, convolutional neural networks, recurrent neural networks. Training and fine-tuning deep learning models. โข Natural Language Processing (NLP): Text processing, sentiment analysis, topic modeling, and language translation. NLP libraries and frameworks. โข AI Ethics and Regulations: Bias, fairness, transparency, and privacy in AI systems. AI governance, compliance, and ethical considerations. โข AI Strategy and Leadership: Identifying AI opportunities, leading AI transformation, and building a data-driven culture. Change management, communication, and team building. โข AI Implementation and Deployment: Cloud computing, DevOps, and MLOps. Building scalable AI solutions, model monitoring, and continuous improvement.
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