Masterclass Certificate in ML Algorithms: Efficiency Redefined
-- ViewingNowThe Masterclass Certificate in ML Algorithms: Efficiency Redefined is a comprehensive course that focuses on essential machine learning algorithms and their optimization. This course is vital in today's data-driven world, where businesses increasingly rely on machine learning to drive decision-making and improve efficiency.
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โข Unit 1: Introduction to ML Algorithms & Efficiency
โข Unit 2: Supervised Learning: Regression & Classification
โข Unit 3: Unsupervised Learning: Clustering & Dimensionality Reduction
โข Unit 4: Ensemble Methods: Boosting & Bagging
โข Unit 5: Deep Learning Algorithms: Neural Networks & Reinforcement Learning
โข Unit 6: Evaluation Metrics: Accuracy, Precision, Recall, F1 Score
โข Unit 7: Hyperparameter Tuning & Model Selection
โข Unit 8: Scalability & Optimization Techniques: Gradient Descent & Stochastic Gradient Descent
โข Unit 9: Real-World Applications: Image & Speech Recognition, NLP, Recommendation Systems
โข Unit 10: Ethical Considerations in ML Algorithms
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