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Coursework repository for ECE-GY 6143 Introduction to Machine Learning at NYU Tandon School of Engineering (Fall 2020).

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ECE-GY 6143 | Introduction to Machine Learning

Name: Sagar Patel

Fall 2020

Course Instructor: Dr. Chinmay Hegde


List of topics

  • Introduction to Machine Learning
  • Linear Regression
  • Gradient Descent
  • Model Selection, Bias-Variance Tradeoff
  • Regularization and Logistic Regression
  • k-Nearest Neighbors and Perceptrons
  • SVM and Kernel Machines
  • Neural Networks
  • Unsupervised Learning

Course Project

Zero-shot Classification

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Coursework repository for ECE-GY 6143 Introduction to Machine Learning at NYU Tandon School of Engineering (Fall 2020).

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