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Category: Data Science

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Create a Virtual Environment for Jupyter Notebook

By James Bell

  • Data Science , Programming , Tips and Tricks ,
  • 11 Sep

This article covers how to create a virtual Python environment and run a jupyter notebook inside it. This is a great idea when you have problems installing packages,  or need a test  or isolated dev environment. You can see what breaks when you upgrade libraries and versions in Python before learning it in a live

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Supervised and Unsupervised Machine Learning

By James Bell

  • Computer Science , Data Science , Higher Level Management ,
  • 12 Jan

When you start learning about the nuts and bolts of Machine Learning (ML) or Artificial Intelligence (AI), there are two concepts that will quickly surface to which you’ll need to understand. They are pretty basic ideas but a lot of ML and AI is understanding how to address a problem and this is part of

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Datasets

By James Bell

  • Data Science , Finance , Programming , Skills and Attributes , Tips and Tricks ,
  • 23 Dec

Below are links to a many datasets that you can use for all kinds of analysis including categorical, time series, finance, statistics, machine learning and a lot more, for free. At the end we have SQL databases that you can practice on including a data warehouse. We have a lot of economic and finance professional

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How do I calculate Euclidean Distance?

By James Bell

  • Computer Science , Data Science ,
  • 29 Oct

Euclidean Distance is one method of measuring the direct line distance between two points on a graph. This is one of many different ways to calculate distance and applies to continuous variables. For categorical data, we suggest either Hamming Distance or Gower Distance if the data is mixed with categorical and continuous variables. This can

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