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Name: Silvia Onofrei, PhD
Type: User
Bio: Machine Learning Scientist & Mathematician | Finding meaningful data driven solutions to complex problems
Location: Boulder, Colorado
Silvia Onofrei, PhD's Projects
blogs_content
Contains Google Colab or Jupyter notebooks, as well as other associated files for my Medium blogposts.
customer_churn_prediction
Binary classification project in PySpark on an AWS-EMR cluster to predict customer churn.
cypher_generator
Generate a dataset to finetune a LLM to generate Cypher code from questions given in natural language (English).
developers_survey_analysis
Use data visualization, hypothesis testing and machine learning methods to analyze StackOverflow developers survey data.
disaster_response_texts
Text classification of messages collected during and after a natural disaster. Deploy a Flask app on Heroku .
elements_of_data_science
Projects completed for the Data Scientist Nanodegree with Udacity.
elements_of_machine_learning
Projects for the Machine Learning Nanodegree with Udacity.
elements_of_nlp
Projects completed for the NLP Nanodegree with Udacity.
exploratory_data_analysis
Projects for Data Analyst Nanodegree with Udacity
healthcare_sparknlp_study
SparkNLP and Healthcare SparkNLP based analysis of scientific literature on equine colic.
knowledge_graphs_assortment
Eclectic collection of knowledge graphs and useful datasets.
recommendation_systems
Project 3 in Data Scientist Nanodegree with Udacity. Build a recommender engine for IBM Watson.
solanao
Holder of the profile-level README file.
tds_blogs_knowledge_graph
Create a knowledge graph based on Towards Data Science blogs.
text2cypher
collection of text2cypher datasets, evaluations, and finetuning instructions
world_bank_data_app
Dashboard app using World Bank Data API.
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