IoT with ESP8266

I’ve been playing around with the $4 esp8266 (Wifi & Lua) controller…


I’ve got bunch of sensors and servos to work and I’ve also hooked it up to an Android app using Blync

Next, I will use a more serious framework OpenHab



I’ve been going to this Data Science meet-up for the last 6 months so here is a list of some papers/books/tutorials

  • (Currently) Udacity DL–ud730
  • Nvidia DL classes
  • Practical recommendations for gradient-based training of deep architectures
  • A Short Introduction to Boosting
  • Human-level concept learning through probabilistic program induction
  • Expectation propagation as a way of life, videos
  • TensorFlow:Large-Scale Machine Learning on Heterogeneous Distributed Systems
  • A Review of Bayesian Variable Selection Methods
  • An Introduction to Variable and Feature Selection
  • Trustworthy Online Controlled Experiments
  • Independent Component Analysis
  • Sparse auto-encoder
  • Self-Taught Learning: Transfer Learning from Unlabelled Data
  • ML (Sanford by Andrew Ng – the best course in ML)
  • Using neural nets to recognize handwritten digits
  • Deep learning Montreal
  • Book recommended on time series