Data
How To Install scikit-learn
Overview This guide shows how to install scikit-learn. scikit-learn is a software machine learning library for the Python programming language. Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu Installation 01. Activate your virtual environment, or skip …
Using Machine Learning To Hunt Down Cybercriminals
Hijacking IP addresses is an increasingly popular form of cyber-attack. This is done for a range of reasons, from sending spam and malware to stealing Bitcoin. It’s estimated that in 2017 alone, routing incidents such as IP hijacks affected more than 10 percent of all the world’s routing domains. There have been major incidents at Amazon and Google and even in nation-states — a study last year suggested …
Confused By Data Visualisation? Here’s How To Cope In A World Of Many Features
The late data visionary Hans Rosling mesmerised the world with his work, contributing to a more informed society. Rosling used global health data to paint a stunning picture of how our world is a better place now than it was in the past, bringing hope through data. Now more than ever, data are collected from …
Statistics For Dummies: Type I And Type II Errors
You often hear Type I and Type II errors in statistics classes. There is good reason for that — minimizing either of these two errors is pretty much the core of statistical theory. Preliminaries Type I and Type II errors are related to the concept of hypothesis testing. In hypothesis testing, we have two hypotheses: …
How To Install Pandas (Python OpenSource Project)
Overview This guide shows how to install Pandas. Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu …
Artificial Intelligence: Here’s What You Need To Know To Understand How Machines Learn
From Jeopardy winners and Go masters to infamous advertising-related racial profiling, it would seem we have entered an era in which artificial intelligence developments are rapidly accelerating. But a fully sentient being whose electronic “brain” can fully engage in complex cognitive tasks using fair moral judgement remains, for now, beyond our capabilities. Unfortunately, current developments …
The Shocking Secrets of Clickbait Revealed!: The Future of Clickbait Detection in the Hands of AI
Clickbaits are made to lure you in. They are so attractive and yet usually misleading. This kind of headlines has been extensively exploited to the point that bots are being used to generate headlines. From the standpoint of readers who want to get information or moderators who want to uphold the integrity of their site’s …
Why AI As Social Media Content Moderators Is Not Yet Feasible
With the huge torrent of content coming to life in social media each second, moderation is quite the challenge. Right now, there are means to automate this process using artificial intelligence (AI) with humans manually screening the content. Makes you wonder if there will ever be a time where humans will be completely out of …
The Weird Ones: How To Handle Outliers In Your Data
Outliers in data are the weird ones in a set. Their values are way off the rest of the values of the sample. They can really ruin your analysis, especially if you are using methods which are sensitive to the presence of outliers. Given this, a lot are inclined to remove these observations. While this …
Microsoft Build 2019 | Azure Notebooks for Data Science Developers
Microsoft Build 2019 | Azure Notebooks for Data Science Developers Session ID: CFS2004 Have developer skills but want to scale up to data science in Azure? Azure Notebooks makes it easy to move from developer to including data science skills in your skill set. Microsoft provides an Azure hosted Jupyter Notebook solution with Azure …