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A collection of 17 posts

Controlling a 2D Robotic Arm with Deep Reinforcement Learning
Deep Learning

Controlling a 2D Robotic Arm with Deep Reinforcement Learning

Learn how to control a robotic arm using deep reinforcement learning techniques.

  • Mark Saroufim
16 min read
Recommending Similar Fashion Images with Deep Learning
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

  • James Le
    James Le
17 min read
Building a Toy Self-Driving Car: Part One
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.

  • Jaison Saji Chacko
    Jaison Saji Chacko
15 min read
On Building an Instagram Street Art Dataset and Detection Model
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.

  • Leonard Bogdonoff
    Leonard Bogdonoff
17 min read
Haggis, Not Haggis: How to build a haggis detection app with TensorFlow, Keras, and FloydHub for Burns Night
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.

  • Euan Wielewski
    Euan Wielewski
13 min read
Using NLP to Automate Customer Support, Part Two
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.

  • Cathal Horan
    Cathal Horan
29 min read
Improving Access to Sexual Health Education in Kenya with Artificial Intelligence
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.

  • Charlie Harrington
    Charlie Harrington
9 min read
Exploring DNA with Deep Learning
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.

  • Charlie Harrington
    Charlie Harrington
13 min read
Teaching Humans How to Teach Computers
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.

  • Charlie Harrington
    Charlie Harrington
5 min read
Using Sentence Embeddings to Automate Customer Support, Part One
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.

  • Cathal Horan
    Cathal Horan
15 min read
Spinning Up a Pong AI With Deep Reinforcement Learning
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."

  • Michaël Trazzi
    Michaël Trazzi
17 min read
Reading Minds with Deep Learning
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.

  • Samuel Lynn-Evans
    Samuel Lynn-Evans
13 min read
Found in translation: Building a language translator from scratch with deep learning
Deep Learning

Found in translation: Building a language translator from scratch with deep learning

Build an English-French language translator from scratch using PyTorch.

  • Samuel Lynn-Evans
    Samuel Lynn-Evans
16 min read
How to code The Transformer in 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

  • Samuel Lynn-Evans
    Samuel Lynn-Evans
13 min read
Asking questions to images with deep learning: a visual-question-answering tutorial
Deep Learning

Asking questions to images with deep learning: a visual-question-answering tutorial

In this deep learning tutorial, we'll build Visual Question Answering (VQA) model that allows people to ask open-ended, common sense questions about the visual world.

  • Somin Wadhwa
    Somin Wadhwa
11 min read
Ten Techniques Learned From fast.ai
Community

Ten Techniques Learned From fast.ai

Right now, Jeremy Howard – the co-founder of fast.ai – currently holds the 105th highest score for the plant seedling classification contest on Kaggle, but he's dropping fast. Why? His own students are beating him. And their names can now be found across the tops of leaderboards all over Kaggle.

  • Samuel Lynn-Evans
    Samuel Lynn-Evans
14 min read
Building Your First ConvNet
Deep Learning

Building Your First ConvNet

Learn how to build your first ConvNet (Convolutional Neural Networks) to classify dogs and cats.

  • Somin Wadhwa
    Somin Wadhwa
6 min read
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