Certificate in AI Algorithms: Smart Analysis
-- ViewingNowThe Certificate in AI Algorithms: Smart Analysis is a comprehensive course designed to empower learners with essential skills in Artificial Intelligence (AI) algorithms. This course is crucial in today's data-driven world, where AI has become a fundamental tool for businesses seeking to make informed decisions.
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โข Introduction to AI Algorithms
โข Types of AI Algorithms: Supervised, Unsupervised, and Reinforcement Learning
โข Machine Learning Basics: Regression, Classification, and Clustering
โข Neural Networks and Deep Learning Algorithms
โข Convolutional Neural Networks (CNN) and Image Recognition
โข Recurrent Neural Networks (RNN) and Sequence Prediction
โข Natural Language Processing (NLP) and Text Analysis Algorithms
โข Reinforcement Learning Algorithms: Q-Learning, SARSA, and Deep Q-Networks
โข Evaluating AI Algorithms: Performance Metrics and Model Selection
โข Real-World Applications of AI Algorithms
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