• Big Data and Language Technologies » Introduction » Organization, Literature [slides] [video (LE)] [video (WE)]
• Big Data and Language Technologies » Introduction » Introduction [slides] [video (LE)] [video (WE)]
• Big Data and Language Technologies » Machine Learning Basics » Regression [slides] [video]
• Big Data and Language Technologies » Machine Learning Basics » Gradient Descent [slides] [video]
• Big Data and Language Technologies » Machine Learning Basics » Recurrent Neural Networks [slides] [video]
• Big Data and Language Technologies » Deep Learning » RNNs for Machine Translation [slides] [video]