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1. Identify-Customer-Segments Identify-Customer-Segments Public

   Cluster population demographics to find a companies target customer base

   Jupyter Notebook

2. AWS-SageMaker-ML-Image-Classification-Workflow AWS-SageMaker-ML-Image-Classification-Workflow Public

   Image Classification on AWS SageMaker using Lambda Functions, Step Functions and Model Monitor

   Jupyter Notebook

3. Finding-Donors Finding-Donors Public

   Supervised Machine Learning to predict income

   Jupyter Notebook

4. Transformers-Github-Semantic-Search Transformers-Github-Semantic-Search Public

   NLP Dataset Creation and Semantic Search Demonstration

   Jupyter Notebook

5. Classify-Pet-Images Classify-Pet-Images Public

   Classify dog breeds and evaluate results using 3 pretrained CNN models

   Python

6. Landmark-Classification-and-Tagging-for-Social-Media Landmark-Classification-and-Tagging-for-Social-Media Public

   Convolutional Neural Network (CNN) Image Classifier

   Jupyter Notebook 1