Undergraduate Certificate in Machine Learning Algorithms in ICT Environments.
-- ViewingNowThe Undergraduate Certificate in Machine Learning Algorithms in ICT Environments is a comprehensive course designed to equip learners with essential skills in machine learning algorithms and their applications in ICT environments. This certificate course is crucial in today's data-driven world, where machines are used to analyze and interpret large volumes of data.
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โข Introduction to Machine Learning –
โข Linear Algebra –
โข Calculus for Machine Learning
โข Probability and Statistics for Machine Learning
โข Supervised Learning Algorithms –
• Regression Analysis
• Classification
• Unsupervised Learning Algorithms –
• Clustering
• Dimensionality Reduction
โข Neural Networks and Deep Learning –
• Introduction to Artificial Neural Networks (ANNs)
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
โข Reinforcement Learning –
โข Machine Learning in ICT Environments –
• Big Data
• Cloud Computing
• Internet of Things (IoT)
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