Neural Networks and Deep Learning - Machine Learning Fundamentals | Lecture Notes - YNetStudyHub
Machine Learning Fundamentals

Neural Networks and Deep Learning

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Neural networks are a powerful class of algorithms inspired by the human brain that excel in tasks like image and speech recognition. This topic will introduce neural networks, deep learning concepts, and popular architectures like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs).

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Unit Syllabus 8 Topics
1
Introduction to Machine Learning
Data Preprocessing
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Supervised Learning
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Unsupervised Learning
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Model Evaluation and Selection
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Neural Networks and Deep Learning
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Model Deployment and Monitoring
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Ethical Considerations in Machine Learning
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