Special topics in machine learning
Algorithmia is machine learning, managed. Deploy, serve, and manage your ML portfolio.
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... read more
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23 April 2018
13 min read
Source: DZone A microservice architecture can beef up your team’s speed by adjusting how they design and ship code, and developers and business leaders can get ahead by implementing it inside their teams. The one-two punch of serverless and microservices combined is driving totally new types of applications...
16 April 2018
6 min read
Twitter isn’t just my favorite way to waste time when my boss isn’t looking––it’s also a powerful data source for understanding what your customers are saying about you. Getting access to Twitter data for analysis is easy with the Algorithmia platform, and this post will walk you through how...
10 April 2018
13 min read
Many of the exciting applications in Machine Learning have to do with images, which means they’re likely built using Convolutional Neural Networks (or CNNs). This type of algorithm has been shown to achieve impressive results in many computer vision tasks and is a must-have part of any developer’s...
9 April 2018
12 min read
http://prooffreaderswhimsy.blogspot.com/2014/11/machine-learning.html What do you do when your dataset doesn’t have any labels? Unsupervised learning is a group of machine learning algorithms and approaches that work with this kind of “no-ground-truth” data. This post will walk through what unsupervised...
2 April 2018
13 min read
Source: TechCrunch Using software to parse the world’s visual content is as big of a revolution in computing as mobile was 10 years ago, and will provide a major edge for developers and businesses to build amazing products. Computer vision is a field of artificial intelligence in which computers are...
2 April 2018
13 min read
Source: TechCrunch Using software to parse the world’s visual content is as big of a revolution in computing as mobile was 10 years ago, and will provide a major edge for developers and businesses to build amazing products. Computer Vision is the process of using machines to understand and analyze...
27 March 2018
4 min read
Sentiment analysis is an automated process that analyzes text data by classifying sentiments as either positive, negative, or neutral. One of the most compelling use cases of sentiment analysis today is brand awareness, and Twitter is home to lots of consumer data that can provide brand awareness insights....
26 March 2018
13 min read
Sentiment analysis is the process of interpreting and classifying emotions as positive, negative, or neutral using natural language processing, text analysis, and statistics. This allows businesses to understand their customers’ sentiment towards their products, services, or brand. The best businesses...
26 March 2018
13 min read
What is sentiment analysis? Sentiment analysis is the process of using natural language processing, text analysis, and statistics to analyze customer sentiment. The best businesses understand the sentiment of their customers—what people are saying, how they’re saying it, and what they mean. Customer...
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...