Certificate in Machine Learning Foundations: Next-Gen Techniques
-- ViewingNowThe Certificate in Machine Learning Foundations: Next-Gen Techniques is a comprehensive course designed to equip learners with essential skills in machine learning. This program focuses on next-generation techniques, providing students with a strong foundation in the latest tools and methodologies used in the industry.
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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 Foundations
โข Unit 5: Convolutional Neural Networks (CNN)
โข Unit 6: Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
โข Unit 7: Natural Language Processing (NLP) Techniques
โข Unit 8: Reinforcement Learning
โข Unit 9: Evaluation Metrics for Machine Learning Models
โข Unit 10: Ethical Considerations and Bias in Machine Learning
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