ioana-p Goto Github PK

100719_assessment4

analysing_developer_jobs

cnn-seminar

Additional example of a Convolutional Neural Network with theory and practice questions throughout in comments.

data_cleaning_object

Class for cleaning panda dataframes

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

dsc-data-science-env-london-ds-100719

embedded-resources

Embedded Artistry Templates, Documents, and Source Code

health_news_clustering

ioanafio

The personal website of Ioana Fiona Preoteasa

ioanafio_theme

My repo for my ggplot theme

jupyter-notebook-introduction-data-science-intro-000

king-s_county_real_estate_regression

london-ds-010620

london-ds-100719

london-ds-111819

Cohort Repo for Flatiron School's Data Science Cohort 111819!!

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).

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

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

named_entity_recog_project

Work In Progress - Building machine learning models to identify special entities (e.g. locations, political entities) using the GMB corpus.

nlg_for_ed-tech

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.

plagiarism-detection

Building a classifier to predict whether a student response is plagiarizing a Wikipedia source text

r_for_python_crash

An afternoon crash course on R, RStudio, and the tidyverse

sagemaker_inroads

sentiment_analysis_for_edu_purposes

Quickly assembled notebook used for demonstrating NLP preprocessing, feature eng and classification task on Amazon Food Review data

sentiment_analysis_pytorch

Training and deploying a Sentiment Analysis model in Pytorch using AWS Sagemaker

spotify_billboard_prediction

template_docs_for_sa_project

time-series-dsc