GNEST305 Introduction to Artificial Intelligence and Data Science KTU BTech S3 2024 Scheme - Dr Binu V P
About Me Course Details and Syllabus GNEST305 Model Question Paper GNEST305 AI and Data Science Model Question Paper Answers GNEST305 AI and Data Science GNEST305 University Question Paper Nov 2025 and Answer Scheme GNEST305 University Question Paper May 2026 and Answer Scheme For the Implementation learn Python and R Python for Machine Learning R For Statistics/Data Science Module-1 Introduction to AI and Machine Learning Basics of Machine Learning Types of Machine Learning Comparison supervised,unsupervised and reinforcement learning How typical machine learning system works Challenges of Machine Learning Generalization- Bias -Variance Trade-off Supervised Learning- Linear and Logistic Regression Gradient Descent Unsupervised Learning- K Means Clustering Artificial Neural Networks - Perceptron Multilayer Perceptron and Backpropagation Universal Approximation Theorem(UAT) Regression using MLP Classification using MLP Classifi...