Undergraduate Certificate in AI Algorithms for IT Problem Solving
-- ViewingNowThe Undergraduate Certificate in AI Algorithms for IT Problem Solving is a career-enhancing course designed to equip learners with essential AI skills for the modern IT industry. With a focus on AI algorithms, this certificate course empowers students to tackle complex IT problems and implement cutting-edge AI solutions in their workplace.
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โข Introduction to AI & Machine Learning Algorithms
โข Supervised Learning Algorithms: Linear Regression, Logistic Regression
โข Unsupervised Learning Algorithms: K-Means Clustering, Hierarchical Clustering
โข Decision Trees and Random Forests
โข Neural Networks and Deep Learning
โข Natural Language Processing Algorithms: Named Entity Recognition, Sentiment Analysis
โข Reinforcement Learning Algorithms: Q-Learning, Deep Q Networks
โข Evaluation Metrics for AI Algorithms
โข Optimization Techniques for AI Algorithms
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