New training course ‘Machine Learning by means of Python programming language’

09.05.2022
View count: 661

New training course ‘Machine Learning by means of Python programming language’ for beginners interested in machine learning without programming knowledge will start.

Methods of machine learning are widely used in:

  • finance,
  • taxation,
  • health care,
  • telecommunications,
  • marketing,
  • different spheres of entrepreneurship,
  • research works,
  • policy making and their optimization assessment processes

You will be able to solve different problems: automation and control of operations in Stock Markets, algorithm development for speech recognition, development of text information and analysis (sentiment analysis, topic modeling), customer segmentation, forecasting, risk assessment etc.

You will study the following in 6 weeks:

  1. Intro to Python: Basics of Python, numPy, Pandas, Data Visualization with Pyhton
  2. Intro to Machine Learning
  3. Machine Learning with Python: Scikit-learn
  4. Supervised learning:  Linear Regression, Logistic Regression, Decision trees, K-Nearest Neighbours
  5. Neural Networks (Feedforward neural network)
  6. Unsupervised learning: Cluster Analysis, Principal Component Analysis
  7. Association rules mining / Social Network Analysis

For more detailed information on the training course, please click the following link.

Necessary knowledge:

  • Knowledge of English,
  • Knowledge of descriptive statistical methods.

Start date 24.05.2022
Duration: 6 weeks (12 meetings on Tuesdays and Thursdays, at 18:30-20։30)
Format: Offline
Venue Armenian State University of Economics
Price 45 000 drams (for ASUE students and employees 30 percent discount is provided and for graduates – 10% discount)

Trainers

You can register here.