Deep Learning - IIT Ropar Week 10 || NPTEL ANSWERS 2025 скачать в хорошем качестве

Deep Learning - IIT Ropar Week 10 || NPTEL ANSWERS 2025

Deep Learning - IIT Ropar Week 10 || NPTEL ANSWERS 2025 #nptel #nptel2025 || NPTEL 2025 #myswayam 📝 YouTube Description: 🧠 Course: Deep Learning – Week 10 Assignment Answers 📅 Session: July – October 2025 👨‍🏫 Instructors: Prof. Mitesh M. Khapra (IIT Madras) & Prof. Sudarshan Iyengar (IIT Ropar) 📘 Course Code: NOC25-CS106 🗓️ Exam Date: 25 October 2025 (IST) 🎓 In this video, we provide Week 10 assignment answers for the NPTEL course Deep Learning, designed by top professors from IIT Madras and IIT Ropar. The course introduces you to the fundamentals of deep learning, architectures like CNNs, RNNs, Autoencoders, and training algorithms such as Adam, SGD, and RMSProp. 🔍 Topics Covered in the Course: Perceptrons, MLPs, Backpropagation Optimization Techniques (GD, Momentum, Adam, etc.) PCA, Autoencoders & Regularization CNN Architectures (LeNet, AlexNet, ResNet) RNNs, LSTMs, GRUs, Attention Mechanism Applications in Computer Vision & NLP Vector Representations of Words (Word Embeddings) 📥 Download Answer PDFs Weekly: 👉 https://forms.gle/hZ3NsFDdJQz1BHd98 📝 Official Course Link: 👉 https://onlinecourses.nptel.ac.in/noc... 💡 Best for: Machine Learning & AI Enthusiasts UG/PG/PhD Computer Science Students Professionals preparing for ML/AI roles GATE/NET/PhD aspirants 📢 Join Our Learning Community: 💬 WhatsApp Group 👉 https://whatsapp.com/channel/0029Vb6G... 📲 Telegram Channel 👉 https://t.me/+T1eT6JLPsSNkZWNl 📸 Follow us on Instagram 👉   / my_swayam   🌐 Website Coming Soon! 🔖 SEO Tags #DeepLearning #NPTEL2025 #IITMadras #IITRopar #MiteshKhapra #SudarshanIyengar #DeepLearningAnswers #MachineLearning #ArtificialIntelligence #MySwayam