Creating Adversarial Examples with JAX from the scratch

Firstly, let’s see some definitions. What are the Adversarial Examples? Simply put, Adversarial Examples are inputs to a neural network that are optimized to fool the algorithm i.e. result in…

towardsdatascience.com 45 minutes ago

Build an Algorithmic Trading System

After dozens of emails and DMs, it seemed appropriate to write a proper introduction to getting started with Algorithmic Trading. This guide should serve as a walkthrough for building your first…

towardsdatascience.com 53 minutes ago

Getting Your Analytics Team Right!

There are five distinct roles that are required for an Analytics Team to succeed. Learn what they are, how they work together, and how to succeed.

Let’s analyze e-bike sharing stations of Madrid

The purpose of this analysis is to understand how many stations are part of the network, how much their capability is and the extent of the network. I will also try to classify each station in the…

Plotly Front to Back: Scatter Charts and Bubble Charts

It’s been a couple of days since my last post on the Plotly library, with the last article covering bar charts and line charts. While I recommend reading that one before this, it’s by no means…

Comparison of Clustering Performance for both CPU and GPU

When you would like to have a deeper understanding of a phenomenon, one approach can be putting them in groups to make it easier to comprehend. As an example, you might want to view movies by title…

5 Ways Data Scientists Can Help Respond to COVID-19 and 5 Actions to Avoid

There are many Data Scientists thinking about how they can help respond to the SARS-CoV-2 virus and the disease it causes, “COVID-19". This article is written in response to this current disaster…

Another Way to Elevate your Jupyter Notebook Experience

I have written some of the most useful features to be implemented on our Jupyter Notebook here, but I want to expand it more into some of the features that rarely seen implemented in the Jupyter…

Analyzing Docker Image Security

Docker containers are not inherently secure as many people think. So, it's crucial use tools and scanners to rid your containers of vulnerabilities...

Top SQL Interview Questions You Should Know in 2020

Most data-related jobs require you to know SQL and you shouldn’t let SQL interview questions be the reason that you don’t get a job. Especially when it comes to querying, it’s pretty quick to learn…