Posts by Algorithmia
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1 April 2020
5 min read
Technology companies have been emphasizing fraud detection for decades. Internet fraud first began appearing in 1994, with the introduction of e-commerce businesses. Since then, companies have taken large strides in fraud detection, but with these advancements also come improved tactics from the cyber...
26 March 2020
8 min read
Machine learning data analysis uses algorithms to continuously improve itself over time, but quality data is necessary for these models to operate efficiently.
24 March 2020
6 min read
  The increasing demand in artificial intelligence and machine learning specialists has put a spotlight on the skills and knowledge needed to excel in this profession. In particular, many aspiring machine learning engineers want to know which programming languages they should master to be competitive...
20 March 2020
4 min read
There is no doubt that more needs to be said about how time series data analysis advances DevOps. Time series classification is a tertiary aspect of time series data itself. By harnessing performance benefits from the powerful capabilities of a machine learning deployment platform, multiple types of...
17 March 2020
2 min read
As a Seattle-based company, it feels like we’ve been hearing and talking about the Coronavirus (COVID-19) for a while now. And one thing is very clear, it is not going away quickly and will continue to impact individuals, families, communities, and businesses.  We are very mindful that this is a time...
15 March 2020
5 min read
A data pipeline is a software that allows data to flow efficiently from one location to another through a data analysis process. The steps in a data pipeline usually include extraction, transformation, combination, validation, visualization, and other such data analysis processes. Without a data pipeline,...
5 March 2020
6 min read
According to LinkedIn’s 2020 Emerging Jobs Report, the demand for “Artificial Intelligence Specialists” (comprised of a few related roles), has grown 74 percent in the last four years. With more companies than ever (even those outside of the tech) relying on AI tasks as part of their everyday business,...
3 March 2020
4 min read
The big data industry has grown at an incredible rate as businesses realize the importance of insightful data analysis. But what exactly is big data, and how does it correspond to artificial intelligence? We will compare the two realms, what they are, their differences, and how the combination of both...
28 February 2020
5 min read
Data scientists and data engineers fulfill different positions within an organization, but often work in conjunction with one another. Below we will discuss the difference between these roles; including job responsibilities, typical projects, and the technical skills needed for each. What is a data...
21 February 2020
6 min read
Despite its almost ubiquitous use in the business industry and social sciences, time series analysis and by extension time series forecasting is one of the least understood machine learning methods new data scientists and machine learning engineers are undertaking.  The purpose of this blog is to provide...