July 17, 2024

Does your resume need a quick boost? Want to gain hands-on experience with Artificial Intelligence/Machine Learning, but don’t have time for a full course?

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Here are 5 free projects you can complete on Codecademy using Python in less than an hour.

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1) Find the Flag - 42 Minutes

https://www.codecademy.com/projects/practice/ml-decision-trees-flags

Use decision trees to predict which continent a flag comes from.

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2) Cancer Classifier - 57 Minutes

https://www.codecademy.com/projects/practice/knn-project

Train a K-Nearest Neighbor classifier to predict breast cancer.

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3) Classification - 45 Minutes

https://www.codecademy.com/projects/practice/classification-neural-networks-project

Use a Kaggle dataset to predict survival for patients with heart failure based on various factors.

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4) Classify X-rays with Machine Learning - 60 Minutes

https://www.codecademy.com/projects/practice/covid-19-and-pneumonia-deep-learning-classification

Build a classification model that predicts a patient’s diagnosis based on an X-ray.  

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5) Deep Learning Regression with Admissions Data - 60 Minutes

https://www.codecademy.com/projects/practice/deep-learning-regression-with-admissions-data

Use Deep Learning to predict if a student will be accepted into graduate school based on their application.

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Happy coding!