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Pytorch Lightning vs PyTorch Ignite vs Fast.ai
Here, I will attempt an objective comparison between all three frameworks. This comparison comes from laying out similarities and differences objectively found in tutorials and documentation of all three frameworks.
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Data Driven Government – Speakers Highlights
The lineup of experienced, thought-leading speakers at Data Driven Government, Sep 25 in Washington, DC, will explain how to use data and analytics to more effectively accomplish your mission, increase efficiency, and improve evidence-based policymaking.
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 Command Line Basics Every Data Scientist Should Know
Check out this introductory guide to completing simple tasks with the command line.
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What is Poisson Distribution?
An solid overview of the Poisson distribution, starting from why it is needed, how it stacks up to binomial distribution, deriving its formula mathematically, and more.
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Keras Callbacks Explained In Three Minutes
A gentle introduction to callbacks in Keras. Learn about EarlyStopping, ModelCheckpoint, and other callback functions with code examples.
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9 Tips For Training Lightning-Fast Neural Networks In Pytorch
Who is this guide for? Anyone working on non-trivial deep learning models in Pytorch such as industrial researchers, Ph.D. students, academics, etc. The models we're talking about here might be taking you multiple days to train or even weeks or months.
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Exploratory Data Analysis Using Python
In this tutorial, you’ll use Python and Pandas to explore a dataset and create visual distributions, identify and eliminate outliers, and uncover correlations between two datasets.
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Deep Learning for NLP: ANNs, RNNs and LSTMs explained!
Learn about Artificial Neural Networks, Deep Learning, Recurrent Neural Networks and LSTMs like never before and use NLP to build a Chatbot!
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Machine Learning is Happening Now: A Survey of Organizational Adoption, Implementation, and Investment
This is an excerpt from a survey which sought to evaluate the relevance of machine learning in operations today, assess the current state of machine learning adoption and to identify tools used for machine learning. A link to the full report is inside.
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Pytorch Cheat Sheet for Beginners and Udacity Deep Learning Nanodegree
This cheatsheet should be easier to digest than the official documentation and should be a transitional tool to get students and beginners to get started reading documentations soon.
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Command Line Basics Every Data Scientist Should Know
Deep Learning for NLP: ANNs, RNNs and LSTMs explained!