Tag - Jupyter

3 Essential Google Colaboratory Tips & Tricks

Google Colaboratory is a promising machine learning research platform. Here are 3 tips to simplify its usage and facilitate using a GPU, installing libraries, and uploading comments Like many of you, I have been very excited by Google's Colaboratory...

A Guide to Instagramming with Python for Data Analysis

I am writing this article to show you the basics of using Instagram in a programmatic way. You can benefit from this if you want to use it in a __data Enthusiast. Instagram is the largest photo sharing social media platform with 500 million monthly a...

A Short Guide to Navigating the Jupyter Ecosystem

This post presents a no-nonsense overview of the Jupyter ecosystem, and a few tips, tricks and concepts you may find useful for navigating it. By Jonathan Whitmore, Silicon Valley __data analysis a wonderful experience. However, the same tools that g...

Bigstep Introduces the First Open Data Exploration-as-a-Service

Bigstep, the big data cloud provider, announced the launch of Bigstep DataLab, a solution designed to enable data science and analytics at scale. Bigstep DataLab is an enterprise-ready data research service that gives domain experts, data scientists...

Classic global feature importance measures

Interpretable Machine Learning with XGBoost This is a story about the danger of interpreting your machine learning model incorrectly, and the value of interpreting it correctly. If you have found the robust accuracy of ensemble tree models such as gr...

Cloud Computing using Google Colab

Automated Machine Learning on the Cloud in Python An introduction to the future of data science Two trends have recently become apparent in data science: Data analysis and model training is done using cloud resources Machine learning pipelines are al...

Creating a simple text classifier using Google CoLaboratory

Google CoLaboratory is Google’s latest contribution to AI, wherein users can code in Python using a Chrome browser in a Jupyter-like environment. In this article I have shared a method, and code, to create a simple binary text classifier using Scikit...

Data Scientist guide for getting started with Docker

Docker is an increasingly popular way to create and deploy applications through virtualization, but can it be useful for comments Introduction Docker is an increasingly popular tool designed to make it easier to create, deploy and run applications wi...