Professional Certificate in Adaptive Machine Learning Algorithms
-- ViewingNowThe Professional Certificate in Adaptive Machine Learning Algorithms is a vital course for professionals seeking to excel in the AI industry. This certificate program focuses on teaching learners how to create and implement adaptive machine learning algorithms that can improve predictions and decisions over time.
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โข Unit 1: Introduction to Adaptive Machine Learning Algorithms
โข Unit 2: Supervised Learning: Regression and Classification
โข Unit 3: Unsupervised Learning: Clustering and Dimensionality Reduction
โข Unit 4: Reinforcement Learning: Multi-Armed Bandits and Q-Learning
โข Unit 5: Neural Networks: Backpropagation and Deep Learning
โข Unit 6: Ensemble Learning: Bagging, Boosting, and Stacking
โข Unit 7: Natural Language Processing: Text Preprocessing and Sentiment Analysis
โข Unit 8: Computer Vision: Object Detection and Image Recognition
โข Unit 9: Evaluation Metrics: Precision, Recall, F1 Score, and ROC Curve
โข Unit 10: Ethics and Bias in Machine Learning
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