Deep Learning Deep Learning is a subset of Artificial Intelligence (AI) and Machine Learning (ML) that enables computers to learn from large amounts of data using artificial neural networks. It is widely used in image recognition, natural language processing, speech recognition, autonomous systems, healthcare, and many other real-world applications. Unit 1 Unit 2 Unit 3 Unit 4 Unit 5 E-Text Books Text Book 1 Text Book 2 Text Book 3 Text Book 4 Important Topics Artificial Neural Networks Perceptron Learning Backpropagation Algorithm Convolutional Neural Networks Recurrent Neural Networks LSTM Networks Transfer Learning Deep Learning Applications
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Software Engineering (23IT02) Software Engineering is the systematic approach to designing, developing, testing, and maintaining software. It applies engineering principles to create reliable, efficient, and high-quality software systems that meet user requirements. This course introduces the fundamental concepts of software development, software process models, requirements engineering, design, testing, maintenance, and project management. It helps students understand how software is built in a structured manner and prepares them for real-world software development practices. Unit 1 Unit 2 Unit 3 Unit 4 Unit 5