automl
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This web application is motivated by Baymax of the animated movie Big Hero 6. It detects Valvular Heart disorder i.e. damage or defect in one of the four heart valves. On the Machine Learning side, I have used AutoML from the deep learning platform H2O. And the interactive application is build in RShiny.
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Oct 28, 2018 - R
Azure ML Pipeline Project, completed for Nanodegree
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Nov 6, 2020 - Jupyter Notebook
Project from my Machine Learning Engineer with Azure Nano-Degree program at Udacity
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Jan 28, 2021 - Jupyter Notebook
This is first of the three projects required for fulfillment of the Nanodegree Machine Learning Engineer with Microsoft Azure from Udacity. In this project, we build and optimize an Azure ML pipeline using the Python SDK and a provided Scikit-learn model. This model is then compared to an Azure AutoML run.
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Nov 28, 2020 - Jupyter Notebook
A low code, low-cost AutoML solution for tabular data.
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Nov 16, 2021 - Python
This project uses Tabular Predictions of the AutoGluon library to train several models for the Bike Sharing Demand competition in Kaggle.
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Apr 4, 2023 - Jupyter Notebook
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Aug 30, 2023 - Python
Serverless framework deployment for various lambda functions to achieve MLOps level 2 within AWS.
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May 18, 2024
Lending Club Data Analysis
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Apr 29, 2019 - Jupyter Notebook
A compilation of Machine Learning Notebooks for beginners.
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Jan 24, 2021 - Jupyter Notebook
Report on the AutoKeras Network Architecture Search.
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Dec 8, 2020 - Jupyter Notebook
Bike sharing systems are a means of renting bicycles where the process of obtaining membership, rental, and bike return is automated via a network of kiosk locations throughout a city. Using these systems, people are able rent a bike from a one location and return it to a different place on an as-needed basis. Currently, there are over 500 bike-…
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Jul 24, 2022 - Jupyter Notebook
This repository contains my starter-kit for learning Data Science from scratch. The aim is to work in tiny increments, learning one or two new things with each project, as well as finding one thing that can be improved with each project. The philosophy is quantity over quality for foundational learning.
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Nov 30, 2022 - Jupyter Notebook
CS791: High Performance Computing and Networking, Spring 2022, E. Arslan
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Mar 30, 2023 - Jupyter Notebook
Bike sharing demand prediction using Autogluon ML.
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Jun 23, 2023 - Jupyter Notebook
This repository showcases a Convolutional Neural Network (CNN) module developed on Jupyter and an AutoML module implemented on Google Cloud Platform (GCP) through VertexAI
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Nov 20, 2023 - Jupyter Notebook
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