Professional Certificate in AI Algorithms: Algorithmic Strategies
-- ViewingNowThe Professional Certificate in AI Algorithms: Algorithmic Strategies is a comprehensive course that equips learners with essential skills in artificial intelligence (AI) algorithms. This program focuses on algorithmic strategies, providing a solid understanding of various AI techniques and their practical applications.
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โข Unit 1: Introduction to AI Algorithms
โข Unit 2: Supervised Learning Algorithms:
• Regression Algorithms
• Classification Algorithms
โข Unit 3: Unsupervised Learning Algorithms:
• Clustering Algorithms
• Dimensionality Reduction Algorithms
โข Unit 4: Reinforcement Learning Algorithms
โข Unit 5: Neural Network Algorithms:
• Perceptron Algorithm
• Backpropagation Algorithm
โข Unit 6: Evaluation Metrics for AI Algorithms
โข Unit 7: Optimization Techniques for AI Algorithms
โข Unit 8: Real-World Applications of AI Algorithms
โข Unit 9: Ethical Considerations in AI Algorithms
โข Unit 10: Trends and Future Directions in AI Algorithms
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