Special topics in machine learning
Algorithmia is machine learning, managed. Deploy, serve, and manage your ML portfolio.
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... read more
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19 March 2018
11 min read
Source: Dilbert Machine Learning is about making predictions. This post will give an introduction to Machine Learning through a problem that most businesses face: predicting customer churn. ML can help predict which of your customers are at risk for leaving in advance, and give you an edge by pre-empting...
13 March 2018
16 min read
Serverless computing is a type of cloud computing in which you only have to pay for the execution time you use, rather than paying for a set amount of usage even if it is underutilized. Serverless frameworks are making cloud deployment even easier by removing the need to design your own server-side...
6 March 2018
12 min read
https://www.anandtech.com/show/10864/discrete-desktop-gpu-market-trends-q3-2016 If you’re trying to create value in your company through machine learning, you need to be using the best hardware for the task. With CPUs, GPUs, ASICs, and TPUs, things can get kind of confusing. For most of computing history...
28 February 2018
12 min read
Source: Frontiers in Psychology You expect employees to have high levels of emotional intelligence when interacting with customers. Now, thanks to advances in Deep Learning, you’ll soon expect your software to do the same. Research has shown that over 90 percent of our communication can be non-verbal,...
27 February 2018
8 min read
Machine Learning algorithms are being developed and improved at an incredible rate, but are not necessarily getting more accessible to the broader community. That’s why today Algorithmia is announcing DanKu, a new blockchain-based protocol for evaluating and purchasing ML models on a public blockchain...
26 February 2018
< 1 min read
We’ll have a booth and team members available to meet with you at the O’Reilly Strata conference in San Jose March 7-8. We’d love to help you evaluate your options for accelerating your AI/ML deployments. Conference details  – Use code: Algorithmia20 at checkout for a discount Book...
22 February 2018
19 min read
Whether you’re a scientist analyzing earthquake data to predict the next “big one”, or are in healthcare analyzing patient wait times to better staff your ER, understanding time series data analysis is crucial to making better, data informed decisions. This gentle introduction to time series will...
22 February 2018
19 min read
Whether you’re a scientist analyzing earthquake data to predict the next “big one”, or are in healthcare analyzing patient wait times to better staff your ER, understanding time series analysis is crucial to making better, data informed decisions. This gentle introduction to time series analysis...
12 February 2018
9 min read
Google Sheets is a collaborative, extensible online spreadsheet tool used by students and executives around the world. With the explosion of Artificial Intelligence, you might ask yourself: “How can I get the benefits of AI in my spreadsheet?” In this article, we’ll introduce you to...
8 February 2018
3 min read
The Harvard Business Review recently published “The 5 Things Your AI Unit Needs to Do.” The article highlights how many organizations are standing up AI teams and investing in technology without also investing in the DevOps necessary to capitalize on this technology. To solve this problem, HBR prescribes...