Pinned Repositories
network-analysis-hackathon
Template repository and README for submissions to Bellingcat's Global Hackathon
DS_Indeed_Job_Market_analysis
After scraping over 1k jobs from indeed.co.uk, I analysed the text and salary data to determine insights that would be useful to new or aspiring data scientists
IoanaFio
The personal website of Ioana Fiona Preoteasa
King-s_County_real_estate_regression
London_air_quality
Project analysing changes to levels of pollutants in Central and Greater London before and after the introduction of the Ultra-Low Emissions Zone (ULEZ).
Named_Entity_Recog_project
Work In Progress - Building machine learning models to identify special entities (e.g. locations, political entities) using the GMB corpus.
NLGforedtech
pca_and_clustering_for_edu_purposes
Upon request from students in their final cohort, I ran a short tutorial on Principal Component Analysis and on on a few different types of clustering.
Sentiment_Analysis_Pytorch
Training and deploying a Sentiment Analysis model in Pytorch using AWS Sagemaker
twitter_topic_and_sentiment_tracking
Quantifying public sentiment around recently controversial tweets
Ioana-P's Repositories
Ioana-P/London_air_quality
Project analysing changes to levels of pollutants in Central and Greater London before and after the introduction of the Ultra-Low Emissions Zone (ULEZ).
Ioana-P/DS_Indeed_Job_Market_analysis
After scraping over 1k jobs from indeed.co.uk, I analysed the text and salary data to determine insights that would be useful to new or aspiring data scientists
Ioana-P/King-s_County_real_estate_regression
Ioana-P/Named_Entity_Recog_project
Work In Progress - Building machine learning models to identify special entities (e.g. locations, political entities) using the GMB corpus.
Ioana-P/NLGforedtech
Ioana-P/pca_and_clustering_for_edu_purposes
Upon request from students in their final cohort, I ran a short tutorial on Principal Component Analysis and on on a few different types of clustering.
Ioana-P/Sentiment_Analysis_Pytorch
Training and deploying a Sentiment Analysis model in Pytorch using AWS Sagemaker
Ioana-P/Spotify_Billboard_prediction
Ioana-P/twitter_topic_and_sentiment_tracking
Quantifying public sentiment around recently controversial tweets
Ioana-P/IoanaFio
The personal website of Ioana Fiona Preoteasa
Ioana-P/Analysing_developer_jobs
Ioana-P/CNN-seminar
Additional example of a Convolutional Neural Network with theory and practice questions throughout in comments.
Ioana-P/dsc-data-science-env-london-ds-100719
Ioana-P/embedded-resources
Embedded Artistry Templates, Documents, and Source Code
Ioana-P/health_news_clustering
Ioana-P/ioanafio_theme
My repo for my ggplot theme
Ioana-P/jupyter-notebook-introduction-data-science-intro-000
Ioana-P/london-ds-010620
Ioana-P/london-ds-100719
Ioana-P/london-ds-111819
Cohort Repo for Flatiron School's Data Science Cohort 111819!!
Ioana-P/ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Ioana-P/MLEng_vs_DScientist_analysis
Webscraping Indeed.co.uk to collect data on jobs posted for Data Scientists vs ML Engineers to help future job searches
Ioana-P/NLG_for_ed-tech
Ioana-P/Plagiarism-detection
Building a classifier to predict whether a student response is plagiarizing a Wikipedia source text
Ioana-P/r_for_python_crash
An afternoon crash course on R, RStudio, and the tidyverse
Ioana-P/sagemaker_inroads
Ioana-P/sentiment_analysis_for_edu_purposes
Quickly assembled notebook used for demonstrating NLP preprocessing, feature eng and classification task on Amazon Food Review data
Ioana-P/template_docs_for_SA_project
Ioana-P/time-series-dsc
Ioana-P/ufc_fight_predictor