Dave Porter
Data Scientist at Icaew
Based in London, United Kingdom
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Seniority
Staff
Department
Information Technology
Location
London
Industry
Accounting
Company size
1.5K
Contact information
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d•••••••@icaew.com
Phone
5 credits+44 ••• •••• ••••
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Background
About Dave Porter
Data scientist with 3 years professional experience and 10 years oil and gas chemical process engineering consultancy experience. o Data science o Data wrangling / data processing o Data analytics o Data visualisation o Statistical inference o Machine learning o Predictive modelling o Natural language processing (NLP) o Web scraping o Main language: Python including Scikit-learn, Statsmodels, Seaborn, Plotly plus Dash apps. o R including dplyr, ggplot2, purr and Shiny. o Linear, logistic, ridge and lasso regression. o k-nearest neighbours (kNN), k-means clustering and random forest classification. o Lowess modelling, radial basis functions and time series decomposition. o NLP including text vectorisation, embedding using distil-BERT, topic modelling using Latent Dirichlet Allocation (LDA) and web scraping using Beautiful Soup. o Running SQL queries on data warehouse and using MongoDB to connect to databases. o Git version control.
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