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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
  7. 2 more

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 Articles

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  1. Poker Beating AI
  2. A 'Brief' History of Neural Nets and Deep Learning
  3. The Unreasonable Effectiveness of Recurrent Neural Networks
  4. Calculus on Computational Graphs: Backpropagation
  5. A Step by Step Backpropagation Example
  6. Hacker's guide to Neural Networks
  7. 1 more

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
  7. 1 more

ML Booksites

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  1. Information Theory, Inference, and Learning Algorithms
  2. Introduction to Statistical Learning
  3. Elements of Statistical Learning
  4. Neural networks and deep learning (WiP))
  5. Understanding Machine Learning
  6. Model Based Machine Learning
  7. 1 more

Arduino Projects

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  1. How to turn an Arduino based proof of concept into a final prototype.
  2. Turning The Arduino Uno Into An Apple ][

Raspberry Pi Projects

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  1. Raspberry Pi Zero headless setup
  2. Programming AudioVideo on the Raspberry Pi GPU
  3. Telegram on Raspberry Pi
  4. WhatsApp on Raspberry Pi
  5. PiScan: an open-source version of the Amazon Dash Button using a Raspberry Pi

Printing

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  1. Creating a Virtual Printer Using Node.js [video]
  2. Setup a Samba print server
  3. CUPS - Michael Sweet - Google Books
  4. cups.org - Documentation
  5. CUPS - general discussion
  6. PWG - Published Standards
  7. 4 more

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/

  7. 2 more

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

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  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

Other

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  1. Open Bangalore Datasets
  2. Phased Array Radar

Tips

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  1. Things to Know When Making a Web Application in 2015
  2. How to Password-Lock a Folder in Windows 7 with No Additional Software

Abhishek

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  1. CKEditor - Web Based WYSIWYG Text Editor
  2. Tinymce.com - Web Based WYSIWYG Text Editor
  3. Does JSON store formatted text | Stack Exchange

Software for qMachine

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  1. Neo4j on the raspberry pi. Installation steps
  2. kivy.org - GUI creation

Raspberry Pi Audio

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  1. WiFi Serial Transceiver Module - ESP8266
  2. Stopping SD Card Corruption on Raspberry Pi’s Raspbian
  3. LM386 Audio Circuit for Arduino Due
  4. Raspberry Pi LM386 1W Battery Powered Audio Amplifier

GPS

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  1. LoNet - GSM/GPRS/GPS Breakout
  2. SIM908 Module - iMall
  3. Working with GPS and GSM on Arduino–Part 1 of 2 (SIM908)
  4. SIM908 Module GPS/GSM Starting Guide
  5. AT command Tester (java)
  6. Arduino and SIM908
  7. 2 more
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