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Intro to Machine Learning with Pytorch

Syllabus

Noted course in Google Drive

Supervised Learning

In this course, you'll learn about different types of supervised learning and how to use them to solve real-world problems.

Project: Finding Donors Project

Source code: vnk8071/finding_donors

Introduction to Neural Networks with PyTorch

Learn the fundamentals of neural networks with Python and PyTorch, and then use your new skills to create your own image classifier—an application that will first train a deep learning model on a dataset of images and then use the trained model to classify new images.

Project: Create Your Own Image Classifier

Source code: vnk8071/image_classifier_pytorch

Unsupervised Learning

In this course, you'll learn how to apply unsupervised learning to solve real-world problems.

Project: Identify Customer Segments

Source code: vnk8071/identify_customer_segments