Global Certificate in AI Algorithms: Algorithm Strategies
-- ViewingNowThe Global Certificate in AI Algorithms: Algorithm Strategies is a comprehensive course that focuses on teaching learners about various AI algorithms and strategies. This course is crucial in today's technology-driven world, where AI is becoming increasingly important in many industries.
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โข Introduction to AI Algorithms
โข Supervised Learning Algorithms:
• Linear Regression
• Logistic Regression
• Decision Trees
• Random Forests
โข Unsupervised Learning Algorithms:
• K-Means Clustering
• Hierarchical Clustering
• Principal Component Analysis (PCA)
โข Reinforcement Learning Algorithms:
• Q-Learning
• Deep Q Network (DQN)
โข Evaluation Metrics for AI Algorithms
โข Real-World Applications of AI Algorithms
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