Course details

Machine Learning for Big Data Analytics

Valencia Polytechnic University

  • Location: Valencia (Spain)
  • Year of completion: 2017
  • Duration: 20 hours

Topics covered:

  • Introduction to Machine Learning and Pattern Recognition
  • Probability theory
  • Unsupervised learning techniques
  • Gaussian Mixture Models. K-Means algorithm. Kernel Density Estimation
  • Artificial neural networks. Backpropagation training algorithm
  • Deep Learning
  • Extremely Randomized Trees