What is a data scientist and what do they do? Explore their roles, responsibilities, and contributions to AI and machine learning.
CloudFactory Blog
![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.
![5 Exciting Ways Companies Use Machine Learning](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%283%29-Nov-23-2020-08-43-54-32-PM.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%283%29-Nov-23-2020-08-43-54-32-PM.png)
The combination of big data and machine learning can unlock the value of data you already have to gain a competitive edge for your business.
![People Make AI-Powered Virtual Assistants More Human](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%2813%29-2.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%2813%29-2.png)
Humans are the key to developing the datasets and algorithms required to train intelligent virtual assistants so they can mimic human intelligence.
![How Humans Can Stay Competitive in An AI World](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%2812%29-2.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%2812%29-2.png)
The future of work has shifted in the last decade. Here are a few ways to stay competitive as our world becomes increasingly driven by artificial intelligence.
![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.
![Training Hybrid Human-Machine Classifiers](https://www.cloudfactory.com/hs-fs/hubfs/Image%20Resizing%20for%20Blog%20and%20Social%20%287%29-3.png?width=346&height=181&name=Image%20Resizing%20for%20Blog%20and%20Social%20%287%29-3.png)
When humans and computers work together we can do incredible things. Human-in-the-loop computer vision can help solve problems that are hard for even humans to do themselves.