Data Science Austria

Neural Networks I: Notation and building blocks

Gentle introduction on Neural Networks Nov 25, 2018 This series of posts on Neural Networks are part of the collection of notes during the Facebook PyTorch Challenge, previous to the Deep Learning Nanodegree Program at Udacity. Contents Neurons Connections Layers — Neurons vs Connections 3.1 Layers of Neurons 3.2. Layers of Connections — PyTorch Example … Read moreNeural Networks I: Notation and building blocks

Exploratory Data Analysis (EDA) techniques for kaggle competition beginners

A hands on guide for beginners on EDA and Data Science competitions Exploratory Data Analysis (EDA) is an approach to analysing data sets to summarize their main characteristics, often with visual methods. Following are the different steps involved in EDA : Data Collection Data Cleaning Data Preprocessing Data Visualisation Data Collection … Read moreExploratory Data Analysis (EDA) techniques for kaggle competition beginners

Blockchain can be the new paradigm of the net

The popularization of blockchain will not depend on the users understanding its operation but on the existence of friendly and effective applications that solve real problems. Nov 22, 2018 Historically, each paradigm of the internet has had its killer application: before the web, it was email, with the original web … Read moreBlockchain can be the new paradigm of the net

Training your staff in data science? Here’s how to pick the right programming language

Businesses from every sector are investing in a data science education programmes. Working at tech education company Decoded, I have found it fascinating to see the immense value data skills can bring to every sector — from banks and retailers, to charities and government. When embarking on such an initiative, there are … Read moreTraining your staff in data science? Here’s how to pick the right programming language

Telling Apart AI and Humans: #2 Photo VS GAN generated image

If you missed the 1st installement of this series, Humans vs Robots is here. Prompted by advances in Generative Adversarial Networks (GAN), a year ago I tweeted a thread about telling apart pictures taken with a camera from generated pictures. Here is the updated version of that thread. A few … Read moreTelling Apart AI and Humans: #2 Photo VS GAN generated image