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  • Guest Post about Fraud Detection on AWS Blog

    Jakob May 13, 2021 AWS Fraud Detection Python SageMaker

    As this blog is growing more and more into a portfolio for my data science work I did not want to miss out on the opportunity to (shamelessly) promote my guest post on the AWS blog from November: Advancement in Fraud Detection: ML in Online Survey Research The fraud detection solution described in the blog post was …

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  • Calculating Variance: Welford's Algorithm vs NumPy

    Jakob May 6, 2021 Python Metaflow Simulation

    In a past project at my previous job our team was building a real-time fraud detection algorithm. The logic of the algorithm was based on the classical outlier definition: flag everything that exceeds the population mean by roughly two standard deviations. The requirements for the response time of the API that would …

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  • Sentiment Analysis for Restaurant Reviews in Stockholm and Berlin

    Jakob Mar 25, 2021 NLP R Python Sentiment Analysis Neural Networks

    In our previous blog post we posed two questions about restaurant reviews from Stockholm and Berlin. Using some actual restaurant review data from Google Maps we were able to find an answer to the first question about whether there is a difference in the point rating distribution between the two cities. In this post we …

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Featured Posts

  • Making my Photo Collection Searchable by Keywords
  • Guest Post about Fraud Detection on AWS Blog
  • Calculating Variance: Welford's Algorithm vs NumPy
  • Modelling the Relationship Between Restaurant Review Texts and Point Ratings
  • Visualising the Berlin Train Network
  • Sentiment Analysis for Restaurant Reviews in Stockholm and Berlin
  • Comparing Restaurant Reviews in Stockholm and Berlin
  • Does Predictor Order Affect the Results of Linear Regression?

Recent Posts

  • Making my Photo Collection Searchable by Keywords
  • Guest Post about Fraud Detection on AWS Blog
  • Calculating Variance: Welford's Algorithm vs NumPy
  • Modelling the Relationship Between Restaurant Review Texts and Point Ratings
  • Visualising the Berlin Train Network
  • Sentiment Analysis for Restaurant Reviews in Stockholm and Berlin
  • Comparing Restaurant Reviews in Stockholm and Berlin
  • Does Predictor Order Affect the Results of Linear Regression?

authors

JAKOB 8 STEPHAN 1

series

RESTAURANT-REVIEWS-ANALYSIS 2

tags

R 5 PYTHON 3 MACHINE-LEARNING 2 NLP 2 ANNOUNCEMENT 1 APIS 1 AWS 1 BERLIN 1 BERT 1 BLOG 1
All Tags
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