Deep Learning - Academic Portal Academic Portal 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 powers real-world systems in computer vision, natural language processing, speech recognition, autonomous systems, and healthcare. ✦ Course Units Module Unit 1 Module Unit 2 Module Unit 3 Module Unit 4 Module Unit 5 ✦ Assignments & Problem Sets Assignment Set 1 Neural Network Basics & Perceptron Problems ...
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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