Certificate in AI Algorithms for Software
-- ViewingNowThe Certificate in AI Algorithms for Software is a comprehensive course designed to equip learners with the essential skills needed to excel in the AI industry. This program focuses on the importance of AI algorithms, their real-world applications, and how they can be used to solve complex problems.
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โข Introduction to AI & Machine Learning Algorithms
โข Supervised Learning Algorithms:
• Linear Regression
• Logistic Regression
• Decision Trees
• Random Forests
โข Unsupervised Learning Algorithms:
• K-Means Clustering
• Hierarchical Clustering
โข Reinforcement Learning Algorithms:
• Q-Learning
• Deep Q Network (DQN)
โข Neural Networks and Deep Learning Algorithms
โข Evaluation Metrics for AI Algorithms
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