Ready to delve into the fascinating world of machine learning? Starting your journey doesn't have to complex algorithms or years of experience. We've gathered 10 beginner-friendly projects that will train you to the fundamentals while building a portfolio of impressive projects. From estimating stock prices to generating image classifiers, these pr