Skip to content

Search results for 'whizzml'

April 21, 2020

How to Configure Optional Inputs for WhizzML Scripts

WhizzML, the powerful Domain-Specific Language (DSL) developed by BigML, is used not only to automate Machine Learning (ML) workflows but also to implement high-level ML algorithms. As part of our recent release, BigML now supports a feature that allows users to configure optional inputs for WhizzML scripts on the BigML Dashboard. Before we dive into […]

March 26, 2019

Automating Linear Regressions with WhizzML & Python Bindings

by

This blog post, the fifth of our series of six posts about Linear regressions, focuses on those users that want to automate their Machine Learning workflows using programming languages. If you follow the BigML blog, you may already be familiar with WhizzML, BigML’s domain-specific language for automating Machine Learning workflows, implementing high-level Machine Learning algorithms, […]

October 23, 2018

Automating Data Transformations with WhizzML and the BigML Python Bindings

by

This is the fifth post of our series of six about BigML’s new release: Data Transformations. This time we are focusing on the Data Preparation step, prior to any Machine Learning project, to create a new and improved dataset from an existing one. The data preparation phase is key to achieve good performance for your […]

July 10, 2018

Automating Fusions with WhizzML and the Python Bindings

by

This blog post is the fifth in our series of posts about Fusions and focuses on how to automate processes that include them using WhizzML, BigML’s Domain Specific Language for Machine Learning workflow automation. Summarizing what a Fusion is, we can define them as a group of resources that predict together in order to reduce each […]

May 15, 2018

Finding your Optimal Models Automatically with WhizzML and OptiML

by

This blog post, the fifth of our series of posts about OptiML, focuses on how to programmatically use this resource with WhizzML, BigML’s Domain Specific Language for Machine Learning workflow automation. To refresh your memory, WhizzML allows you to execute complex tasks that are computed completely on the server side with built-in parallelization. BigML Resource Family Grows […]

January 26, 2018

Automating Operating Thresholds with WhizzML and the BigML Python Bindings

by

This blog post, the fifth of our series of posts about operating thresholds, focuses on two ways to automate the use of operating thresholds in our predictions (single or batch) and evaluations. The first way involves WhizzML, BigML’s Domain Specific Language for Machine Learning workflow automation. It allows you to execute complex tasks that are computed completely on the server […]

October 18, 2017

How to Create a WhizzML Script – Part 4

As the final installment of our WhizzML blog series (Part 1, Part 2, Part 3), it’s time to learn the BigML Python bindings way to create WhizzML scripts. With this last tool at your disposal, you’ll officially be a WhizzML-script-creator genius! About BigML Python bindings BigML Python bindings allow you to interact with BigML.io, the API […]

October 3, 2017

Automating Deepnets with WhizzML and The BigML Python Bindings

by

This blog post, the fifth of our series of six posts about Deepnets, focuses on those users that want to automate their Machine Learning workflows using programming languages. If you follow the BigML blog, you may know WhizzML, BigML’s domain-specific language for automating Machine Learning workflows, implementing high-level Machine Learning algorithms, and easily sharing them with others. […]

August 25, 2017

How to create a WhizzML Script – Part 3

In this third post about WhizzML basics, you’ll learn more about tools to create WhizzML scripts. We already covered how to manipulate WhizzML scripts from the Gallery. We also learned how to do the same via Scriptify and the Script Editor. For a quick reminder, go to the previous posts, How to create a WhizzML script […]

July 28, 2017

How to create a WhizzML script – Part 2

In this second post about WhizzML basics, we go deeper into script creation methods. In the previous post, How to create a WhizzML script – Part1, you learned the basic concepts of WhizzML and how to clone existing scripts. In this tutorial, we introduce how to create and edit WhizzML scripts via the Web REPL. […]