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  • Machine learning
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Crunching the Data
  • Recent posts
  • Machine learning
  • Engineering
  • Career

Programming skills for data science

Leave a Comment / By Christina Ellis

Are you wondering what kind of programming skills are required for data science roles? Or maybe you are interested in learning how you can improve your programming skills? Well either way, you are in the right place! In this article, we tell you everything you need to know to understand the role that programming skills …

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When to use generalized additive models

Leave a Comment / By Christina Ellis

Are you wondering whether you should use generalized additive models (GAMs) for your next data science project? Or maybe you are more interested in hearing about the differences between generalized additive models and generalized linear models (GLMs)? Well either way, you are in the right place! In this article, we tell you everything you need …

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When to use Facebook Prophet

Leave a Comment / By Christina Ellis

Are you wondering whether you should use Facebook’s Prophet forecasting model for your next data science project? Or maybe you are interested in hearing about the differences between Prophet and other time series forecasting models? Well either way, you are in the right place! In this article, we tell you everything you need to know …

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When to use TBATS

Leave a Comment / By Christina Ellis

Are you wondering whether to use a TBATS model for your next data science project? Or maybe you want to hear more about the differences between TBATS models and other time series forecasting models? Well either way, you are in the right place! In this article, we tell you everything you need to know about …

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When to use exponential smoothing models

Leave a Comment / By Christina Ellis

Are you wondering whether you should use an exponential smoothing model for your data science project? Or maybe you are more interested in learning about the differences between exponential smoothing models and other time series models? Well either way, you are in the right place! In this article, we tell you everything you need to …

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When to use ARIMA models

Leave a Comment / By Christina Ellis

Are you wondering whether you should use an ARIMA model for your data science project? Or maybe you want to hear more about situations where ARIMA models perform better than other time series models? Well either way, you are in the right place! In this article we tell you everything you need to know to …

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Data science for ecommerce

Leave a Comment / By Christina Ellis

Are you wondering what types of problems data science teams can help ecommerce companies solve? Or maybe you are more interested in hearing about specific examples of data science projects for ecommerce? Well either way, you are in the right place! In this article, we tell you everything you need to know about data science …

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Data science for marketing

Leave a Comment / By Christina Ellis

Are you wondering what problems data science teams can help marketing teams solve? Or maybe you are more interested in exploring specific examples of data science projects for marketing? Well either way, you are in the right place! In this article, we tell you everything you need to know about data science for marketing. We …

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Data science for sales

1 Comment / By Christina Ellis

Are you wondering what kinds of problems data science teams can help sales teams solve? Or maybe you are more interested in hearing about specific examples of data science projects that can have an impact in the sales domain? Well either way, you are in the right place! In this article, we tell you everything …

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Prototypes for machine learning projects

Leave a Comment / By Christina Ellis

Are you wondering how to create a prototype for a machine learning project? Well then you are in the right place! In this article, we tell you everything to know about how to build prototypes for machine learning projects. We start out by discussing what a prototype for a machine learning model is. After that, …

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