How solving a Rubik’s cube® is like labeling your unstructured data.
CloudFactory Blog
![5 Strategic Steps for Choosing Your Data Labeling Tool](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%2812%29-4.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%2812%29-4.png)
Your choices about tooling and workforce will be important factors in your success as you design, test, validate, and deploy any ML model.
![The 3 Hidden Costs of Crowdsourcing for Data Labeling](https://www.cloudfactory.com/hs-fs/hubfs/img/resources/scaling-white-paper.jpg?width=346&height=181&name=scaling-white-paper.jpg)
Crowdsourcing seems to offer a cheap option for training machine learning models, but it’s rarely as inexpensive as it seems. Here are some of the hidden costs of the crowd.
![The Life of a Data Scientist [Infographic]](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%281%29-Nov-23-2020-09-19-42-03-PM.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%281%29-Nov-23-2020-09-19-42-03-PM.png)
What is a data scientist and what do they do? Explore their roles, responsibilities, and contributions to AI and machine learning.
![The Leading Causes of Dirty Data](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%287%29-Nov-23-2020-08-58-39-38-PM.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%287%29-Nov-23-2020-08-58-39-38-PM.png)
We look at the leading causes of dirty data, which research shows is the most common problem for people who work with data.
![Automation Paradox: Why Automation Needs Humans](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/automation-paradox-why-automation-needs-human.jpg?width=346&height=181&name=automation-paradox-why-automation-needs-human.jpg)
Automation needs humans to address complex tasks that computers simply aren’t equipped to handle.
![Autonomous Vehicles Depend on Good Data: Here's How We Help](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%288%29-Nov-23-2020-08-26-09-98-PM.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%288%29-Nov-23-2020-08-26-09-98-PM.png)
We help our customers prepare the datasets for their computer and machine vision algorithms.
![Meet the Humans Behind AI](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%286%29-Nov-23-2020-08-24-26-31-PM.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%286%29-Nov-23-2020-08-24-26-31-PM.png)
Humans are the builders and the trainers of every AI technology, and humans will be the cornerstone of work for a long time to come.