Global Certificate in AI & Machine Learning Applications
-- ViewingNowThe Global Certificate in AI & Machine Learning Applications is a comprehensive course designed to meet the surging industry demand for AI and ML expertise. This certificate equips learners with essential skills to design, implement, and manage AI and ML applications, making them valuable assets in various industries.
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โข Introduction to AI & Machine Learning: Understanding the basics of Artificial Intelligence and Machine Learning, their differences, and applications.
โข Data Preprocessing: Data cleaning, wrangling, and exploration techniques for preparing data for Machine Learning models.
โข Supervised Learning: In-depth study of various supervised learning algorithms like linear regression, logistic regression, and decision trees.
โข Unsupervised Learning: Learning about clustering, dimensionality reduction, and other unsupervised learning techniques.
โข Deep Learning: Introduction to neural networks and deep learning, including backpropagation and optimization techniques.
โข Computer Vision: Understanding image processing, object detection, and other computer vision applications using AI.
โข Natural Language Processing: Learning about text processing, sentiment analysis, and other NLP applications using AI.
โข Reinforcement Learning: Studying reinforcement learning algorithms and their applications in gaming and robotics.
โข AI Ethics and Regulations: Exploring the ethical considerations, regulations, and implications of AI and Machine Learning applications.
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