Высшая школа экономики (НИУ ВШЭ)
В любой момент
10 месяцев
Стоимость курса
49 USD/мес.

Specialization Advanced machine learning

Навыки, которые вы получите:
Feature engineering Deep learning Tensorflow Recurrent neural network Feature extraction Xgboost Gaussian process

This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving real-world problems and help you to fill the gaps between theory and practice. Upon completion of 7 courses you will be able to apply modern machine learning methods in enterprise and understand the caveats of real-world data and settings.

The Program 

  1. Introduction to Deep Learning.
  2. How to Win a Data Science Competition: Learn from Top Kagglers.
  3. Bayesian Methods for Machine Learning.
  4. Practical Reinforcement Learning.
  5. Deep Learning in Computer Vision.
  6. Обработка текстов, написанных на естественных языках.
  7. Addressing Large Hadron Collider Challenges by Machine Learning.