mgmartinezl Goto Github PK
Name: Gabriela Martínez
Type: User
Company: Amazon
Bio: Data Scientist with over five years of industry experience covering banking, retail, healthcare, biological research, and supply chain.
Location: London
Gabriela Martínez's Projects
data-science-in-aws
A research on data science services on top of AWS
deep-learning-applications
Exploratory session to create a Multilayer Perceptron and a Variational Autoencoder (VAE) using Pytorch.
exploring-cloud-computing-technologies
Series of experiment sessions using NLP, Google Cloud Vision and AWS
intro-to-distributed-graphs
Distributed Graphs application using the Think-Like-A-Vertex Approach
intro-to-knowledge-graphs
Exploratory session on knowledge graphs built on top of DBPedia, and analytical queries made on top of QBAirbase.
intro-to-ml
Udacity introductory course to Machine Learning.
intro-to-optimization-techniques
Operations Research introductory course and exercises using AIMMS
intro-to-property-graphs
Graph Database Application using Neo4j
intro-to-simulation-techniques
Introductory course and exercises of various simulation techniques
intro-to-web-applications
Base code for small web application deployed on PaaS AWS Beanstalk. The web app interacts with Amazon DynamoDB, Amazon Simple Notification Service and Amazon Cloud Front.
neuropixels-classification-project
My master's thesis on machine learning methods for neuronal identification from electrophysiological recordings in the cerebellum. Sponsor: University College London
paper-notes
Main highlights from the data science related academic papers I have read
time-series-forecasting
Notes and exercises on time series analysis and forecasting
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