Popular repositories

1. customer_segments customer_segments Public

   Reviewed unlabeled data to understand the patterns. Applied unsupervised learning methods (PCA and KMeans) to cluster data into natural categories they fit into. Interpreted the findings.

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2. boston_housing boston_housing Public

   Built a model to predict the value of a given house in the Boston real estate market using decision tree. Identified the best price that a client can sell their house utilizing machine learning.

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3. finding_donors finding_donors Public

   Investigated factors that affect the likelihood of charity donations being made based on real census data. Trained and tested several models, and selected the best one based on F-score and efficiency.

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4. smartcab smartcab Public

   Applied reinforcement learning to build a simulated self-driving car. Used Q Learning to automatically learn an optimal strategy based on rewards and penalties.

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5. cifar10tf cifar10tf Public

   Train a CNN with Tensorflow to classify images in the classic CIFAR-10 dataset.

   Jupyter Notebook

6. kaggle kaggle Public

   Kaggle Competitions