Blog

Generative Adversarial Networks (GANs): Complete Guide

Course content

  • Introduction
  • DCGAN and WGAN
  • cGAN – Pix2Pix and CycleGAN
  • SRGAN and ESRGAN
  • StyleGAN
  • VQGAN + CLIP – text to image
  • Other types of GANs
  • Additional content 1: Artificial neural networks
  • Additional content 2: Convolution neural networks
  • Final remarks

MQL5 ADVANCED:Code Machine learning EAs with Neural Networks

Course content

  • Developing the RSI OBOS EA
  • Introduction to machine learning
  • Coding a Neural Network into the RSI OBOS strategy
  • Cost Averaging trade management
  • Continuous neural network training
  • Conclusion

Brain Computer Interface

Course content

  • Introduction to Brain-Computer Interface
  • Understanding our Brain and Brain-Computer Interface
  • Types of Brain-Computer Interface
  • Brain-Computer Interface in Animals
  • Brain-Computer Interface in Humans
  • Brain-Computer Interface Applications
  • Brain-Computer Interface Technology
  • Current and Future Status of Brain-Computer Interface
  • Course Resources
  • Brain Computer Interface Certification

ROS for Beginners III: Web-based Navigation with ROSBridge

Course content

  • Introduction
  • Create the Basic React Application
  • Connection Component: Establish a Robot Connection with the Web App
  • Teleoperation Component: Drive your robot from the web app
  • Display Robot Position, Orientation and Speed
  • Map-based navigation on the browser