Machine Learning A Gentle Introduction to Text Summarization in Machine Learning Text summarization is a common problem in the fields of machine learning and natural language processing (NLP). In this article, we'll explore how to create a simple extractive text summarization algorithm.
Machine Learning Introduction to Anomaly Detection in Python Learn what anomalies are and several approaches to detect them along with a case study.
Reinforcement Learning Meta-Reinforcement Learning The general trend in machine learning research is to stop fine-tuning models, and instead use a meta-learning algorithm that automatically finds the best architecture and hyperparameters. What about meta-reinforcement learning (meta-RL)? Meta-RL is just meta-learning applied to RL.
Deep Learning Best Deep Learning Courses: Updated for 2019 The list of the best machine learning & deep learning courses and MOOCs for 2019.
Deep Learning Best Deep Learning Books: Updated for 2019 The list of the best machine learning & deep learning books for 2019.
Deep Learning Controlling a 2D Robotic Arm with Deep Reinforcement Learning Learn how to control a robotic arm using deep reinforcement learning techniques.
Community Recommending Similar Fashion Images with Deep Learning Explore how deep learning is changing the fashion industry by training your own visual recommendation model for similar fashion images using TensorFlow and FloydHub
Deep Learning Building a Toy Self-Driving Car: Part One Learn the history and technology of autonomous cars in this Part 1 of a series on building a self-driving toy car with Raspberry Pi, Keras, and FloydHub GPUs.
Deep Learning On Building an Instagram Street Art Dataset and Detection Model Build your own deep learning dataset and detection model using public Instagram photos of #streetart.
Deep Learning Haggis, Not Haggis: How to build a haggis detection app with TensorFlow, Keras, and FloydHub for Burns Night Use TensorFlow to build your own haggis-hunting app for Burns Night! The Scottish quest for the mythical wild haggis just got easier with deep learning.
Deep Learning Inverting Facial Recognition Models Can we teach a neural net to convert face embedding vectors back to images?
Community Using NLP to Automate Customer Support, Part Two Let's build an NLP model that can help out your customer support agents by suggesting previously-asked, similar questions.
Humans of Machine Learning Improving Access to Sexual Health Education in Kenya with Artificial Intelligence Irving Amukasa built an AI chatbot to answer questions about reproductive health for young people in Kenya. Learn more in this #humansofml interview.
Humans of Machine Learning Exploring DNA with Deep Learning Neural networks are transforming the way we study DNA and population genetics. Learn more about deep learning at Bayer Crop Science from Lex Flagel in this #humansofml interview.
Humans of Machine Learning Teaching Humans How to Teach Computers Resistance is futile — Siraj Raval will teach artificial intelligence (AI) literacy to every single person in this galactic quadrant. Learn more about Siraj's background and journey in this FloydHub #humansofml interview.
Community Using Sentence Embeddings to Automate Customer Support, Part One Most of your customer support questions have already been asked. Learn how to use sentence embeddings to automate your customer support with AI.
Deep Learning Spinning Up a Pong AI With Deep Reinforcement Learning Dive into deep reinforcement learning by training a model to play the classic 1970s video game Pong — using Keras, FloydHub, and OpenAI's "Spinning Up."
Deep Learning Reading Minds with Deep Learning Explore the latest trends in Brain-Computer Interfaces - and train a deep learning model to predict what people are doing from fluctuations in their brain voltage readings.
Humans of Machine Learning Generating Classical Music with Neural Networks Christine McLeavey Payne may have finally cured songwriter's block. Her recent project Clara is a long short-term memory (LSTM) neural network that composes piano and chamber music. Just give Clara a taste of your magnum-opus-in-progress, and Clara will figure out what you should play next.
Inspiration Recognize relatives using deep learning Building a cousin image classification app using a convolutional neural net for your Thanksgiving family reunion using fast.ai and FloydHub.
Humans of Machine Learning Colorizing and Restoring Old Images with Deep Learning Jason Antic's DeOldify deep learning project not only colorizes images but also restores them with stunning results. Learn more about his approach in this FloydHub #humansofml interview.
How to become a FloydHub A.I. Writer TLDR: Apply now, write insanely great tutorials, and get paid in GPU credit (or 💵)
Deep Learning Found in translation: Building a language translator from scratch with deep learning Build an English-French language translator from scratch using PyTorch.
Community How to code The Transformer in PyTorch Learn how to code a transformer model in PyTorch with an English-to-French language translation task
