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4 results for “thetestspecimen”
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Matplotlib appears to be used everywhere in data science and data analysis with Python.
...so, is it so ubiquitous because it is the best available? Or has it just been around in the industry a long time?
Check out my thoughts below, but also let me know what you think is the best static plotting library in the poll.
#visualization #matplotlib #seaborn #plotnine #altair #plotly #python #dataanalyst #datascience
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Bayesian Gaussian Mixture Models are a great way to improve the clustering performance of real world datasets.
Find out why and where you might want to use them, and how to implement them efficiently.:
#clustering #DataScience #MachineLearning #Bayesian #Gaussian #MixtureModels #BGMM #GMM #unsupervisedlearning
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One Hot Encoding categorical data is an important part of pre-processing for machine and deep learning models.
...but are you using the best method to achieve it?
https://towardsdatascience.com/the-best-methods-for-one-hot-encoding-your-data-c29c78a153fd
#DataScience #MachineLearning
#deeplearning #onehotencoding #preprocessing -
Can the Continuous Wavelet Transform (CWT) improve the predictions of your deep / machine learning models?
Reduced chance of over-fitting to noise, or other anomalies, in your raw data. Resulting in simpler lightweight models.
A powerful preprocessing technique.
#wavelets #wavelet #cwt #dwt #MachineLearning #deeplearning #datascience #NeuralNetworks #preprocessing