Intro to Machine Learning

Service Description

In this camp, students will learn concepts about Machine Learning and leverage the same to create exciting projects. Pre-requisite: Students must have attended a Python programming camp or have prior experience in Python programming. For Students: Grades 5 to 12 (Fall 2023) Camp Duration: Two weeks (24 hours) Camp Timings: July 24 to Aug 3 (Mon to Thu, 9 am PT to 12 pm PT/ 12 pm ET to 3 pm ET) Topics Covered: Introduction, Data, Statistics K-means clustering Principal Component Analysis/dimensionality reduction Recommendation systems Lab - Reccomendations Linear models for regression Linear models for classification Neural networks for regression/classification Lab: Image classification Convolutional Neural Networks Final Project ***Zoom or Google meet class invites will be emailed to the registered students a few days before the camp start date***

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