Machine Learning

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16 Results
  • Tutorial

    An Introduction to Machine Learning

    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...
    By Lisa Tagliaferri Machine Learning Development Conceptual
  • Tutorial

    How To Build a Neural Network to Recognize Handwritten Digits with TensorFlow

    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...
    By Ellie Birbeck Python Machine Learning Development Programming Project
  • Tutorial

    How To Build a Machine Learning Classifier in Python with Scikit-learn

    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...
    By Michelle Morales Python Development Programming Project Data Analysis Machine Learning
  • Book

    Python Machine Learning Projects — A DigitalOcean eBook

    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...
    By Lisa Tagliaferri, Brian Boucheron Python Machine Learning Development DigitalOcean Books
  • Tutorial

    How To Build a Deep Learning Model to Predict Employee Retention Using Keras and TensorFlow

    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...
    By Derrick Mwiti Machine Learning Python Development
  • Tutorial

    How To Install and Use TensorFlow on Ubuntu 16.04

    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 ...
    By Jeremy Morris Development Programming Project Python Machine Learning Ubuntu 16.04
  • Tutorial

    How To Install and Use TensorFlow on Ubuntu 18.04

    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...
    By Lisa Tagliaferri, Jeremy Morris Python Development Machine Learning Data Analysis Ubuntu 18.04
  • Tutorial

    An Introduction to Computer Vision in JavaScript using OpenCV.js

    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...
    By Lily Rae JavaScript Machine Learning
  • Tutorial

    How To Use the Machine Learning One-Click Install Image on DigitalOcean

    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...
    By Thomas Vincent Data Analysis One-Click Install Apps Machine Learning Python DigitalOcean R Ubuntu Ubuntu 16.04
  • Tutorial

    Bias-Variance for Deep Reinforcement Learning: How To Build a Bot for Atari with OpenAI Gym

    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...
    By Alvin Wan Machine Learning Python Programming Project Development Ubuntu Ubuntu 16.04
  • Tutorial

    How To Perform Neural Style Transfer with Python 3 and PyTorch

    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...
    By Thomas Vincent Python Python Frameworks Machine Learning Programming Project Development Ubuntu 16.04
  • Tutorial

    How To Apply Computer Vision to Build an Emotion-Based Dog Filter in Python 3

    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.
    By Alvin Wan Python Machine Learning Development
  • Question

    Is using Digital Ocean for Machine Learning against its Usage Terms ?

    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 By SamyDo Machine Learning
  • Question

    What is Quantum computing ?

    What is quantum computing and future of quantum computing
    1 By chandu12fvl Big Data Databases DigitalOcean Machine Learning
  • Question

    Installing "pcalg" on RStudio

    Dear community, I'm new to DigitalOcean and still lack experience. I set up a Droplet with RStudio on Ubuntu 18.04. To run my code, I need to install the "pcalg" package. However, I always get the following error mess...
    0 By PHU Machine Learning Data Analysis Getting Started R Ubuntu 18.04
  • Question

    Can't create Jupyter notebook on brand new Machine Learning and AI droplet

    I set up a new Machine Learning droplet just a few minutes ago, logged in and got my Jupyter URL following the instructions here (
    1 By liddell Machine Learning Ubuntu 16.04