Another Datum

A blog by Yoel Zeldes

Hi there, and welcome to my blog.

Here you'll find resources about data science, software engineering, and life. Well, maybe not life...

Hope you enjoy.

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GPT-3, a Giant Step for Deep Learning and NLP

Can intelligence emerge simply by training a big enough language model using lots of data? OpenAI tries to do so, using 175 billion parameters.

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The Accessibility of GPT-2 - Text Generation and Fine-tuning

Text generation using GPT-2 is quite easy, using the right tools. Learn how to do it, as well as how to fine-tune the model on your own dataset.

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Mixture of Variational Autoencoders - a Fusion Between MoE and VAE

An unsupervised approach to digit classification and generation.

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TensorFlow — The Scope of Software Engineering

How to structure your TensorFlow graph like a software engineer.

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Preparing for the Unexpected

How to apply your model to input it has never seen before.

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Think your Data Different

Learn how node2vec works, and what kind of information it captures that word2vec doesn’t — includes case study.

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How to Build Your Personal Brand as a Data Scientist

A couple of months ago I embarked on a journey to build my personal brand as a data scientist, and I want to share how I did it with you.

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The Story of a Bad Train-Test Split

Splitting your dataset to train-test sets can sometimes be more complicated than one might expect.

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TensorFlow Filesystem - Access Tensors Differently

The weird (but cool) way to access a tensorflow model by mounting it into a filesystem.

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Variational Autoencoders Explained in Detail

Learn all the details needed to implement a variational autoencoder, code included.

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