Professional Certificate in AI Algorithms: Algorithmic Systems
-- ViewingNowProfessional Certificate in AI Algorithms: Algorithmic Systems In this certificate course, learners gain essential skills in AI algorithms, becoming highly sought-after professionals in the technology industry. The curriculum covers advanced topics such as linear algebra, probability, machine learning, and deep learning, providing a strong foundation for understanding and implementing AI algorithms.
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โข Unit 1: Introduction to AI Algorithms
โข Unit 2: Supervised Learning Algorithms
โข Unit 3: Unsupervised Learning Algorithms
โข Unit 4: Reinforcement Learning Algorithms
โข Unit 5: Deep Learning Algorithms
โข Unit 6: Neural Networks and Backpropagation
โข Unit 7: Support Vector Machines (SVM)
โข Unit 8: Decision Trees and Random Forests
โข Unit 9: Natural Language Processing (NLP) Algorithms
โข Unit 10: Evaluation Metrics for AI Algorithms
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