Tag: datascience
All the articles with the tag "datascience".
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Installing TensorFlow on M1 MacBook Air with GPU (Metal)
You can now leverage Appleās tensorflow-metal PluggableDevice in TensorFlow v2.5 for accelerated training on Mac GPUs directly with Metal.
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Mnist handwritten digit classification using CNN
Mnist dataset is used as an introduction to neural network for beginners. Convolutional Neural Networks (CNNs) are the current state-of-art architecture mainly used for the image classification tasks.
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Sentiment analysis flask web app using python and NLTK
Sentiment analysis in python is really simple because of the NLTK library and it's pretrained model called VADER(Valence Aware Dictionary for Sentiment Reasoning)
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Mnist handwritten digit classification using tensorflow
Mnist dataset is used as an introduction to neural network for beginners. In this article I use Tensorflow and keras to build a neural network.
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How to use python virtual environment with conda
A virtual environment is a Python environment such that the Python interpreter, libraries and scripts installed into it are isolated from those installed in other virtual environments.
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How to install jupyter notebook on ubuntu 20.04/18.04 using python 3 and virtualenv
Jupyter Notebook is an essential software used by data scientists, it lets you create and share interactive code, visualisations, and more.