Certificate in AI Algorithms: Algorithmic Decision-Making
-- ViewingNowThe Certificate in AI Algorithms: Algorithmic Decision-Making course is a comprehensive program designed to equip learners with essential skills in artificial intelligence (AI) algorithms. This course is crucial in today's technology-driven world, where AI plays a vital role in business decision-making and problem-solving.
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โข Introduction to AI Algorithms
โข Types of AI Algorithms: Supervised, Unsupervised, and Reinforcement Learning
โข Decision Trees and Random Forests
โข Support Vector Machines (SVM)
โข Artificial Neural Networks (ANN)
โข Deep Learning Algorithms: Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN)
โข Natural Language Processing (NLP) Algorithms: Bag of Words, TF-IDF, and Word Embeddings
โข Evaluation Metrics for AI Algorithms
โข Optimization Techniques in AI Algorithms: Gradient Descent and Genetic Algorithms
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