Certificate in ML Models: Next-Gen
-- ViewingNowThe Certificate in ML Models: Next-Gen is a comprehensive course designed to equip learners with essential skills for career advancement in machine learning. This program focuses on the development and implementation of next-generation machine learning models, which are in high demand across various industries.
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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Supervised Learning: Regression and Classification
โข Unit 3: Unsupervised Learning: Clustering and Dimensionality Reduction
โข Unit 4: Deep Learning: Neural Networks and Convolutional Neural Networks
โข Unit 5: Model Evaluation Metrics
โข Unit 6: Hyperparameter Tuning and Model Selection
โข Unit 7: Feature Engineering and Selection
โข Unit 8: Bias-Variance Tradeoff and Regularization Techniques
โข Unit 9: Ensemble Learning and Boosting Algorithms
โข Unit 10: Introduction to Natural Language Processing (NLP)
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