Masterclass Certificate in Machine Learning: Intelligent Algorithms
-- ViewingNowThe Masterclass Certificate in Machine Learning: Intelligent Algorithms course is a comprehensive program that imparts essential skills for career advancement in the booming field of Machine Learning. This course focuses on teaching intelligent algorithms, a critical area of Machine Learning, which is in high industry demand.
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โข Unit 1: Introduction to Machine Learning & Intelligent Algorithms
โข Unit 2: Supervised Learning: Regression & Classification Algorithms
โข Unit 3: Supervised Learning: Support Vector Machines & Kernel Methods
โข Unit 4: Unsupervised Learning: Clustering & Dimensionality Reduction Algorithms
โข Unit 5: Ensemble Learning: Boosting, Bagging, & Stacking
โข Unit 6: Deep Learning: Neural Networks & Convolutional Neural Networks
โข Unit 7: Natural Language Processing: Text Analysis & Sentiment Analysis
โข Unit 8: Time Series Analysis & Predictive Modeling
โข Unit 9: Reinforcement Learning: Q-Learning & Deep Q-Networks
โข Unit 10: Evaluation Metrics, Model Selection, & Hyperparameter Tuning
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