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freeCodeCamp Beginner Data Science & ML

Python for Machine Learning

25 hours
Free
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About This Course

Python is the language of machine learning, and this comprehensive course takes you from Python basics to building ML models. It is designed for absolute beginners with no programming experience.

You will learn Python fundamentals, then dive into essential data science libraries: NumPy for numerical computing, Pandas for data manipulation, Matplotlib and Seaborn for visualization, and Scikit-learn for machine learning. Each library is taught through practical exercises with real datasets.

By the end, you will be able to load and clean datasets, perform exploratory data analysis, build and evaluate ML models, and visualize your results. The course includes five certification projects that test your ability to apply these skills to real-world problems.

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