Tensorflow Extended, ML Metadata and Apache Beam on the Cloud

The fully end to end example that tensorflow extended provides by running tfx template copy taxi $target-dir produces 17 files scattered in 5 directories. If you are looking for a smaller, simpler…

GPT-3: Creative Potential of NLP

It was last year in February, as OpenAI published results on their training of unsupervised language model GPT-2. Trained in 40Gb texts (8 Mio websites) and was able to predict words in proximity…

How I completed Udacity’s Data Scientist Nanodegree in 1 month

In this article, I share tips and suggestions on how I completed Udacity's Data Scientist Nanodegree in 1 month so that you can maximize your learning

Enterprise Apps adopt AI in the Golden Age of AI

The demand for AI continues to increase according to forecasts by International Data Corporation. Enterprises will adopt AI in 2020 with an estimated 16% surge compared to previous years.

medium.com_towards-ai 2 hours ago

Data Driven Chat: “It was something that really mattered.”

Academic, Educator, Consultant, and Blogger Ganna Pogrebna started Data Driven Chat to explore the many interesting aspects of behavioural data science including human behaviour, data science and AI…

The Complete Guide to AUC and Average Precision

This post offers the clearest explanation on the web for how the popular metrics AUC (AUROC) and average precision can be used to understand how a classifier performs on balanced data, with the next…

Common Practices — Part 4

In this blog post, we discuss how to evaluate models for two and multi-class problems. We also look into statistical testing and significance.

Simulating COVID-19 with Cellular Automata

Take a look at the code that goes along with this article. Try running it yourself and messing with parameters. Modeling the spread of a novel virus and its resulting disease is an important step in…

A Beginner’s Guide To Natural Language Processing

Ever wondered how devices like Siri and Alexa understand and interpret your voice? Have you been slightly annoyed when they couldn’t pick up certain terms? The answer is Natural Language Processing…

We’ve Released a COVID-19 Knowledge Graph

We’re excited to release an open source knowledge graph to speed up the research into Covid-19. Our goal is to provide a way for researchers to easily analyse and query large amounts of data and…