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Hutsons-hacks

HACKS, TIPS AND TRICKS IN R, Python and beyond…

Category: Python

Roll up, roll up the NHS-R Community Conference 2021 is coming to town

PythonGary Hutson23/09/20210

The conference will be held virtually and will kick-off : Monday 8th of November – Wednesday 10th November Featuring: Main Conference Events. This will include more workshops, lightning talks and plenary sessions. And the week before we will have lots of hands-on workshops: Monday 1st November – Friday 5th November Series of workshops for all…

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Common mistakes we Data Scientists make

General musings!Gary Hutson17/09/20210

DISCLAIMER I am a data scientist and have made all these mistakes, but I have had the privilege of sitting on the managerial, project lead and developer side of the fence, and here are some tips to getting your stakeholders (i.e. anyone involved in the project team or has an interest in the success of…

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Parallel scikit learn
PythonGary Hutson14/09/20210

Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn

Hello, it is me again for another post on how to make sci-kit perform at the top of its game. Amping…
Parallel scikit learn
PythonGary Hutson14/09/20210

Parallelisation of Sci Kit Learning Python Models

Learn how to speed up your models in Scikit Learn with parallel processing.
PythonGary Hutson08/09/20210

Creating and replicating an Anaconda Environment from a YAML file

I had the perfect environment for my setup and I want to potentially create another environment and add some additional packages,…
PythonGary Hutson07/09/20210

Training XGBoost Model and Assessing Feature Importance using Shapley Values in Sci-kit Learn

In this tutorial I will take you through how to: Read in data Perform feature engineering, dummy encoding and feature selection…
PythonGary Hutson16/07/20210

PyHacks tutorials – the resource for learning Python is growing

I had an aim at the start of this year to make learning Python accessible to everyone, for free. Unfortunately, I…
PythonGary Hutson01/07/20210

Python (PyHacks) tutorials on lists, list comprehensions and Tuples has arrived

I have had many colleagues who work with the R programming language wanting something that is easily accessible for learning Python.…
PythonGary Hutson21/04/20210

Feature encoding methods – the Pandas way

This tutorial explores the various ways data can be encoded, using Pandas and Numpy, to prepare the data ready for a…
PythonGary Hutson13/04/20210

Creating Virtual Environments for Python Projects in VS Code

I had a similar problem recently, and then a request came through from a close friend (Chris Mainey) for the same…

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  • Roll up, roll up the NHS-R Community Conference 2021 is coming to town 23/09/2021
  • Common mistakes we Data Scientists make 17/09/2021
  • Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn 14/09/2021
  • Parallelisation of Sci Kit Learning Python Models 14/09/2021
  • Creating and replicating an Anaconda Environment from a YAML file 08/09/2021
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