Posts by Algorithmia
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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...
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...