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This repository contains a collection of resources, code samples, and projects aimed at helping beginners get started with machine learning.
Whether you're new to programming or looking to expand your skills into the field of machine learning, you'll find valuable content here to guide you on your journey.
Before you begin, you should have a basic understanding of:
1) Python programming language
2) Basic mathematics (linear algebra, statistics)
Some of the projects include:
1) Linear Regression: Predicting housing prices
2) Gradient Descent And Cost Function
3) Classification: Classifying handwritten digits using the MNIST dataset
4) Logistic Regression
5) Clustering: Grouping similar data points using k-means clustering