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3 September 2020
8 min read
Bayesian ML is a paradigm for constructing statistical models based on Bayes’ Theorem. Learn more from the experts at Algorithmia.
3 September 2020
2 min read
Introducing the first Kisaco Leadership Chart on machine learning lifecycle solutions. Algorithmia participated in this rigorous independent analyst review of six machine learning lifecycle enterprise solutions and was recognized as Market Leader. “Artificial intelligence (AI) is out of the laboratory...
2 September 2020
11 min read
XGBoost is a popular library among machine learning practitioners, known for its high performance and memory efficient implementation of gradient boosted decision trees. Since training and evaluating machine learning models on Jupyter notebooks is also a popular practice, we’ve developed a step-by-step...
28 August 2020
4 min read
We’re excited to announce a new SaaS offering called Algorithmia Teams, a machine learning operations (MLOps) platform for data science and machine learning teams looking to deploy, operate, and connect ML to business value. Machine learning is a new concept for many companies that promises to bring...
27 August 2020
8 min read
Neural networks, as their name implies, are computer algorithms modeled after networks of neurons in the human brain. Learn more about neural networks.
25 August 2020
4 min read
Press release | Algorithmia launches Teams edition to help companies get machine learning applications into production faster and more cost effectively.
13 August 2020
8 min read
Learn about CI/CD pipelines, how they improve the software development lifecycle, and Algorithmia’s CI/CD solution for machine learning.
11 August 2020
5 min read
Semi-supervised learning is the type of machine learning that uses a combination of a small amount of labeled data and a large amount of unlabeled data to train models. This approach to machine learning is a combination of supervised machine learning, which uses labeled training data, and unsupervised...
6 August 2020
5 min read
Computing has the power to do some of the things that the human brain can do, thanks to advances in artificial intelligence. One of those advances is text processing, which also relates to natural language processing. This article is a deep dive into what text processing is and how it can generate value...
4 August 2020
5 min read
A data lake is a centralized repository of all an organization’s data stored in its raw format. This allows enterprises to store all their data, in its natural or raw state, in one location. This includes structured, relational data with rows and columns, semi-structured data such as CSV or XML files,...