Certificate in AI and Machine Learning: Learning Algorithms
-- ViewingNowThe Certificate in AI and Machine Learning: Learning Algorithms is a comprehensive course designed to equip learners with essential skills in artificial intelligence and machine learning. This program focuses on teaching algorithms, which are the backbone of AI and ML technologies.
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โข Introduction to Artificial Intelligence & Machine Learning
โข Supervised Learning Algorithms
• Linear Regression
• Logistic Regression
โข Unsupervised Learning Algorithms
• K-Means Clustering
• Hierarchical Clustering
โข Semi-Supervised Learning Algorithms
โข Reinforcement Learning Algorithms
โข Deep Learning Algorithms
• Convolutional Neural Networks (CNN)
• Recurrent Neural Networks (RNN)
• Autoencoders
โข Evaluation Metrics for AI & ML Algorithms
โข Optimization Techniques for AI & ML Algorithms
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