Professional Certificate in AI Algorithms for Microlearning
-- ViewingNowThe Professional Certificate in AI Algorithms for Microlearning is a comprehensive course that imparts essential skills in Artificial Intelligence (AI) algorithms. This program is critical for professionals in the modern industry, where AI technologies are increasingly being integrated into various applications.
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โข <strong>Unit 1: Introduction to AI Algorithms</strong>
โข <strong>Unit 2: Supervised Learning Algorithms</strong>
• Linear Regression
• Logistic Regression
โข <strong>Unit 3: Unsupervised Learning Algorithms</strong>
• K-Means Clustering
• Hierarchical Clustering
โข <strong>Unit 4: Reinforcement Learning Algorithms</strong>
• Q-Learning
• Deep Q Network (DQN)
โข <strong>Unit 5: Deep Learning Algorithms</strong>
• Convolutional Neural Networks (CNN)
• Recurrent Neural Networks (RNN)
โข <strong>Unit 6: Evaluation Metrics for AI Algorithms</strong>
• Regression Metrics
• Classification Metrics
• Clustering Metrics
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