Global Certificate in ML Prototype Development Techniques
-- ViewingNowThe Global Certificate in ML Prototype Development Techniques is a comprehensive course designed to equip learners with essential skills in machine learning prototype development. This course is crucial in today's data-driven world, where businesses increasingly rely on machine learning models for decision-making and automation.
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โข Unit 1: Introduction to Machine Learning Prototype Development
โข Unit 2: Data Preprocessing and Cleaning Techniques
โข Unit 3: Exploratory Data Analysis (EDA)
โข Unit 4: Supervised Learning Algorithms
โข Unit 5: Unsupervised Learning Algorithms
โข Unit 6: Model Evaluation Metrics
โข Unit 7: Hyperparameter Tuning
โข Unit 8: Machine Learning Pipelines
โข Unit 9: Deploying Machine Learning Models
โข Unit 10: Ethics and Bias in Machine Learning
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