Tag: datascience

All the articles with the tag "datascience".

• Installing TensorFlow on M1 MacBook Air with GPU (Metal)

  13 May, 2022

  You can now leverage Apple’s tensorflow-metal PluggableDevice in TensorFlow v2.5 for accelerated training on Mac GPUs directly with Metal.

• Mnist handwritten digit classification using CNN

  17 Oct, 2021

  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.

• Sentiment analysis flask web app using python and NLTK

  23 Sep, 2021

  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)

• Mnist handwritten digit classification using tensorflow

  16 Sep, 2021

  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.

• How to use python virtual environment with conda

  21 Aug, 2021

  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.

• How to install jupyter notebook on ubuntu 20.04/18.04 using python 3 and virtualenv

  7 Aug, 2021

  Jupyter Notebook is an essential software used by data scientists, it lets you create and share interactive code, visualisations, and more.