Global Certificate in Language Learning Platform Machine Learning Algorithms
-- ViewingNowThe Global Certificate in Language Learning Platform Machine Learning Algorithms course is a comprehensive program designed to equip learners with essential skills in machine learning algorithms for language learning platforms. This course is crucial in today's digital age, where language learning has shifted to online and digital platforms.
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โข Unit 1: Introduction to Machine Learning Algorithms
โข Unit 2: Supervised Learning: Regression Algorithms
โข Unit 3: Supervised Learning: Classification Algorithms
โข Unit 4: Unsupervised Learning: Clustering Algorithms
โข Unit 5: Unsupervised Learning: Dimensionality Reduction Algorithms
โข Unit 6: Semi-Supervised Learning: Self-training Algorithms
โข Unit 7: Reinforcement Learning: Q-Learning and SARSA
โข Unit 8: Neural Networks: Perceptron and Multilayer Perceptron
โข Unit 9: Deep Learning: Convolutional Neural Networks (CNNs)
โข Unit 10: Natural Language Processing (NLP) and Sentiment Analysis
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