...quite challenging as many of the proposed projects are complex and require a combination of data science skills. These can be specific computer languages suitable for the proposed task, machine...
...of this process (or a more in-depth technical explanation). Defining the ‘right’ number of topics LDA is an unsupervised machine learning method because we are not trying to fit an...
Part II of our blog on the 4th Data Science Show & Tell focuses on sentiment analysis. Sentiment analysis is described as the use of machine learning techniques to extract...
...local government strategically focus their service delivery - to Classifying Businesses Using Text Descriptions by automating the process of categorising businesses using large sets of free text through machine learning...
...work to other participants in the programme and conferences organised by your profession. (image based on Farcaster at English Wikipedia) Past analytical techniques include machine learning, natural language processing, social...
...include Machine learning, Natural language processing, social media analysis, geospatial tools, web scraping and various types of visualisation (e.g. R Shiny and Leaflet and D3 javascript libraries). But we’re always...
...been documented to have worked well in industry for this task; we needed to test these on our specific use case. We used machine learning algorithms based on our previous...
...science in local government health data infrastructure and operationalising data science trust, confidentiality and transparency machine learning geospatial data science data science careers Government Data Science Partnership sessions If you...
...for our data engineers to incorporate machine learning processes or other analytical approaches into the pipeline and automate the results at scale. So far, it has enabled us to automate...
...machine learning” Dr Robin Lovelace, University of Leeds, “Transport Data Science: from regional to street levels” John Spanton, Dr Steven Keen and Margaux Dumon, Valtech, “Delivering radical change in transport...
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