Masterclass Certificate in ML Techniques: Results-Oriented
-- ViewingNowThe Masterclass Certificate in ML Techniques: Results-Oriented certificate course is a comprehensive program designed to equip learners with essential skills for career advancement in the field of machine learning. This course is crucial in today's data-driven world, where businesses rely heavily on machine learning techniques to drive decision-making, streamline operations, and enhance customer experiences.
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โข Unit 1: Introduction to Machine Learning Techniques
โข Unit 2: Data Preprocessing for Machine Learning
โข Unit 3: Supervised Learning: Regression Analysis
โข Unit 4: Supervised Learning: Classification
โข Unit 5: Unsupervised Learning: Clustering
โข Unit 6: Dimensionality Reduction: Principal Component Analysis (PCA)
โข Unit 7: Ensemble Learning: Random Forests and Boosting
โข Unit 8: Deep Learning: Neural Networks
โข Unit 9: Evaluation Metrics for Machine Learning Models
โข Unit 10: Deploying Machine Learning Models in Real-World Scenarios
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