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Tutorial
Machine learning is a subfield of artificial intelligence (AI). The goal of machine learning generally is to understand the structure of data and fit that data into models that can be understood and utilized by people...
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By
Lisa Tagliaferri
Machine Learning
Development
Conceptual
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Tutorial
Machine learning is a research field in computer science, artificial intelligence, and statistics. The focus of machine learning is to train algorithms to learn patterns and make predictions from data. Machine learnin...
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By
Michelle Morales
Python
Development
Programming Project
Data Analysis
Machine Learning
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Tutorial
Neural networks are used as a method of deep learning, one of the many subfields of artificial intelligence. They were first proposed around 70 years ago, as an attempt at simulating the way the human brain works, tho...
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By
Ellie Birbeck
Python
Machine Learning
Development
Programming Project
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Book
A free, open, eBook to learn more about machine learning in Python through completing programming projects. Project-based learning offers the opportunity to gain hands-on experience by digging into complex, real-world...
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By
Lisa Tagliaferri, Brian Boucheron
Python
Machine Learning
Development
DigitalOcean
Books
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Tutorial
This tutorial will guide you through installing the Python 3 version of Anaconda on an Ubuntu 20.04 server. Anaconda is an open-source package manager, environment manager, and distribution of the Python and R program...
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By
Lisa Tagliaferri
Python
Development
Data Analysis
Machine Learning
Ubuntu 20.04
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Tutorial
OpenCV is a powerful library used for image processing and image recognition. It was first built in C++ but has been made available in JavaScript as OpenCV.js, which is what we'll be using for this tutorial.
In this p...
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By
Lily Rae
JavaScript
Machine Learning
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Tutorial
Keras is a neural network API that is written in Python. TensorFlow is an open-source software library for machine learning. In this tutorial, you'll build a deep learning model that will predict the probability of an...
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By
Derrick Mwiti
Machine Learning
Python
Development
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Tutorial
TensorFlow is an open-source machine learning software built by Google to train neural networks. In this tutorial, you'll install TensorFlow in a Python virtual environment. You'll then validate your installation by ...
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By
Jeremy Morris
Development
Programming Project
Python
Machine Learning
Ubuntu 16.04
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Tutorial
An open-source machine learning software library, TensorFlow is used to train neural networks. Follow this tutorial to install TensorFlow in a Python virtual programming environment.
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By
Lisa Tagliaferri
Machine Learning
Data Analysis
Python
Development
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Tutorial
In this tutorial, you will focus on one specific task called object recognition, or image classification. Given an image of a handwritten digit, your model will predict which digit is shown.
You will build, train, and...
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By
Alvin Wan
Python
Machine Learning
Data Analysis
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Tutorial
In this tutorial, you will try "fooling" or tricking an animal classifier. As you work through the tutorial, you'll use OpenCV, a computer-vision library, and PyTorch, a deep learning library. By the end of the tutori...
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By
Alvin Wan
Machine Learning
Python
Python Frameworks
Development
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Tutorial
In this tutorial, you’ll install PyTorch's "CPU support only" version in three steps. This installation is ideal for people looking to install and use PyTorch but who don’t have an Nvidia graphics card. In particular,...
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By
Alvin Wan
Machine Learning
Python
Python Frameworks
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Tutorial
Neural networks achieve state-of-the-art accuracy in many fields such as computer vision, natural-language processing, and reinforcement learning. In this tutorial, you'll specifically explore two types of explanation...
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By
Alvin Wan
Machine Learning
Python
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Tutorial
In this tutorial, you'll use computer vision to build a sign language translator for your webcam. As you work through the tutorial, you’ll use OpenCV, a computer-vision library, PyTorch to build a deep neural network,...
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By
Alvin Wan
Python
Machine Learning
Development
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Tutorial
TensorFlow is open-source machine learning software used to train neural networks.TensorFlow's neural networks are expressed in the form of stateful dataflow graphs. Each node in the graph...
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By
Lisa Tagliaferri, Jeremy Morris
Python
Development
Machine Learning
Data Analysis
Ubuntu 18.04
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Tutorial
Reinforcement learning is a subfield within control theory, which concerns controlling systems that change over time and broadly includes applications such as self-driving cars, robotics, and bots for games. Throughou...
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By
Alvin Wan
Machine Learning
Python
Programming Project
Development
Ubuntu
Ubuntu 16.04
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Tutorial
ARCHIVED: This Machine Learning One-Click Application image includes a rich set of tools for data pre-processing, analysis, and visualization, as well as several state of the art libraries to help you get started with...
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By
Thomas Vincent
Data Analysis
DigitalOcean 1-Click Apps Marketplace
Machine Learning
Python
DigitalOcean
R
Ubuntu
Ubuntu 16.04
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Tutorial
Machine learning, or ML, is a subfield of AI focused on algorithms that learn models from data. In this tutorial, you will apply neural style transfer using Jupyter Notebook and the Linux command line to take an image...
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By
Thomas Vincent
Python
Python Frameworks
Machine Learning
Programming Project
Development
Ubuntu 16.04
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Tutorial
In this tutorial, you will explore computer vision as you use pre-trained models to build a Snapchat-esque dog filter and apply masks based on whether you're happy or sad.
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By
Alvin Wan
Python
Machine Learning
Development
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Question
I want to create a high performance droplet to use for Machine Learning. The droplet will probably keep running at 100% CPU for a couple of days.
I want to know if this is ok ?
I have read that a lot of people were co...
Accepted Answer:
Greetings!
As long as you're using our CPU Optimized droplets, this is completely fine and actually one of the use cases we were thinking of when we deployed them.
Jarland
2
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By
SamyDo
Machine Learning
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