Machine Learning and Deep Learning Fundamentals Applications Week 3 QUIZ Solution July-October 2025
In this video, we present the *Week 3 quiz solution* for the NPTEL course *Machine Learning and Deep Learning – Fundamentals and Applications**, offered in the **July – October 2025* session by *IIT Guwahati**. This video provides **accurate answers with detailed explanations* to help you master core ML and DL concepts.
---
📘 Week 3 Topics Covered:
Bias-variance trade-off in ML models
Loss functions and optimization techniques
Gradient descent and its variants
Regularization methods (L1, L2)
Introduction to deep neural networks
Activation functions and their properties
By going through these solutions, you’ll develop a *strong foundation in both theoretical and practical aspects* of machine learning and deep learning, enabling you to tackle real-world AI problems effectively.
---
✅ If you found this video helpful, don’t forget to *like**, **share**, and **subscribe* for more **NPTEL quiz and assignment solutions**. Share your thoughts and questions in the **comments section**.
---
*Video Tags*
NPTEL Machine Learning and Deep Learning Week 3, IIT Guwahati ML DL Quiz Answers, NPTEL Solutions 2025, AI Concepts, Deep Neural Networks, Gradient Descent, Bias Variance
*Hashtags*
\#nptel2025 #machinelearning #deeplearning #iitguwahati #quizsolution #nptelquiz