Global Certificate in Smart AI Practices
-- ViewingNowThe Global Certificate in Smart AI Practices is a comprehensive course designed to empower learners with essential skills in AI technologies. This course emphasizes the importance of AI in transforming businesses and industries, making it a vital component of career development in today's digital landscape.
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GBP £ 140
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โข Introduction to Smart AI Practices: Defining AI, Machine Learning, and Deep Learning; Current State and Future of AI; Importance of Ethical and Responsible AI Practices.
โข Data Acquisition and Preparation: Data Collection Methods, Data Cleaning, Feature Engineering, Data Augmentation.
โข Machine Learning Fundamentals: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Model Evaluation Metrics.
โข Deep Learning Techniques: Convolutional Neural Networks, Recurrent Neural Networks, Long Short-Term Memory, Generative Adversarial Networks.
โข AI in Natural Language Processing: Text Preprocessing, Sentiment Analysis, Named Entity Recognition, Topic Modeling.
โข Computer Vision with AI: Image Classification, Object Detection, Image Segmentation, Facial Recognition.
โข Explainable AI: Understanding AI Decision-Making Process; Transparency, Interpretability, and Trust in AI Models.
โข Ethical and Responsible AI: Bias Mitigation, Privacy, Security, Fairness, Accountability, and Transparency in AI Systems.
โข AI Governance and Regulations: Legal and Ethical Considerations, Best Practices, Standards, and Compliance.
โข AI for Business and Society: AI Applications in Healthcare, Finance, Manufacturing, Retail, and Public Services.
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