Introduction To Machine Learning - IITKGP Week 2 || NPTEL ANSWERS || MY SWAYAM

Описание: Introduction To Machine Learning - IITKGP Week 2 || NPTEL ANSWERS || MY SWAYAM #nptel #nptel2025

📝 YouTube Description:
🤖 Course: Introduction to Machine Learning – Week 2 Assignment
📅 Session: July–September 2025
👩‍🏫 Instructor: Prof. Sudeshna Sarkar (IIT Kharagpur)
📘 Course Code: NOC25-CS149
🗓️ Exam Date: 21 September 2025 (IST)

🚀 In this video, you’ll get accurate and explained answers to the Week 2 Assignment of the Introduction to Machine Learning course on NPTEL. This is one of the most important electives for students and professionals interested in AI, Data Science, and Deep Learning.

🧠 Course Topics Include:

Supervised & Unsupervised Learning
Linear & Logistic Regression
Decision Trees, k-NN, Naive Bayes
SVMs, Kernels, Neural Networks
Deep Learning Introduction
Clustering Algorithms & Evaluation Techniques
Bias vs Variance, Overfitting, Cross-validation
Computational Learning Theory (PAC, VC Dimension)

👨‍🎓 Best For:

B.Tech / M.Tech / MS / PhD students
Data Science / ML enthusiasts
Job aspirants & professionals in tech
GATE & research-focused learners

📥 Get Weekly PDF Answers:
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📄 Assignment Link:
👉 https://onlinecourses.nptel.ac.in/noc...

🎁 Bonus Resources (Optional Paid Pack):
✅ Assignment Answer PDFs
✅ Previous Year Questions (PYQs)
✅ Final Exam Mock Sets
✅ ₹100 Full Pack Access

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#MachineLearning #NPTEL2025 #SudeshnaSarkar #IITKharagpur #NPTELAssignments #ArtificialIntelligence #SVM #NeuralNetworks #DataScience #NPTELCS149 #MySwayam