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Preethika Shankar's Projects

amazon-alexa-reviews icon amazon-alexa-reviews

Using Natural Language Processing, Data Visualizations and Classification Algorithms of Machine Learning

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

coronovirus-bot-tracker icon coronovirus-bot-tracker

Scans the official Government website and throws notifications to Slack when new cases arise (Ministry of Health and Family Welfare)

eda icon eda

Template to basic data modelling on dataset

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ngboost icon ngboost

Natural Gradient Boosting for Probabilistic Prediction

resources icon resources

A list of resources to get you started in data science.

workshop icon workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

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