Projects

Machine Learning

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  1. PyBrain
  2. Deep Learning for NLP

    https://news.ycombinator.com/item?id=10060168

  3. A Neural Network to explain Backpropagation basics
  4. perozzi.net - Deepwalk

    DeepWalk | Hacker News: https://news.ycombinator.com/item?id=9060010

  5. dive into machine learning
  6. Talking Machines - Podcast

ML Courses

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  1. Berkeley AI Materials
  2. CS231n Convolutional Neural Networks for Visual Recognition
  3. Machine Learning Course - Alex Smola

    HN discussion page: https://news.ycombinator.com/item?id=9920529

  4. Oxford University - Machine Learning

    https://news.ycombinator.com/item?id=10059249

ML Frameworks

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  1. XGBoost
  2. Alchemy AI
  3. Tensorflow

    https://news.ycombinator.com/item?id=10532957 https://news.ycombinator.com/item?id=10534172

ML Datasets & Contests

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  1. Recognizing and Localizing Endangered Right Whales with Extremely Deep Neural Networks
  2. Deep datasets for computational journalists

ML Podcasts

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  1. Talking Machines
  2. Learning Machines 101
  3. Data Stories
  4. O'Reilly Data Show
  5. Partially Derivative
  6. Linear Digressions

Drones

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  1. Drone News: The Top 100 Sites of 2015
  2. DIY Drones
  3. Hexinair

Drones (Supplementary)

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  1. Helicopter Basics

Robotics

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  1. CS231n: Convolutional Neural Networks for Visual Recognition
  2. pyimagesearch
  3. Learn TurtleBot and ROS
  4. ROS
  5. Gazebo - Simulation
  6. [Univ. of Edinburg] AI Planning

    materials: http://media.aiai.ed.ac.uk/Project/AIPLAN/

DSP

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  1. dspGuru

Open Source PaaS

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  1. deis.io
  2. Flynn
  3. Introducing Empire: A self-hosted PaaS built on Docker & Amazon ECS

Speech Recognition

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  1. Speech Recognition -- NYU (Overview)
  2. THEORY AND PRACTICE OF SPEECH RECOGNITION SYSTEMS (CMU - Overview)
  3. U.Edinburgh Course on ASR (Overview)
  4. kaldi-asr

    https://news.ycombinator.com/item?id=10103339

  5. Knwl.js - A Javascript NLP
  6. Hound voice search NLP demo | Hacker News

Security projects

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  1. Security Tube - Assembly Courses
  2. Secrets of the SIM
  3. mitmproxy.org
  4. Mitmproxy - Hacker News - 1

Solar Project

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  1. Solar Power World

Misc Projects

Pin
  1. Tutorial on Designing/Building a PCB (contextualelectronics)

    https://news.ycombinator.com/item?id=11670498

  2. Setting up CUPS to spool to a file
  3. Build Your Own IVR with AWS Lambda, Amazon API Gateway and Twilio
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