Course Code: mlintro
Duration: 7 hours
Overview:

This training course is for people that would like to apply basic Machine Learning techniques in practical applications.

Audience

Data scientists and statisticians that have some familiarity with machine learning and know how to program R. The emphasis of this course is on the practical aspects of data/model preparation, execution, post hoc analysis and visualization. The purpose is to give a practical introduction to machine learning to participants interested in applying the methods at work

Sector specific examples are used to make the training relevant to the audience.

Course Outline:
  • Naive Bayes
  • Multinomial models
  • Bayesian categorical data analysis
  • Discriminant analysis
  • Linear regression
  • Logistic regression
  • GLM
  • EM Algorithm
  • Mixed Models
  • Additive Models
  • Classification
  • KNN
  • Ridge regression
  • Clustering
Sites Published:

United Arab Emirates - Introduction to Machine Learning

Qatar - Introduction to Machine Learning

Egypt - Introduction to Machine Learning

Saudi Arabia - Introduction to Machine Learning

South Africa - Introduction to Machine Learning

Brasil - Introdução à Aprendizagem de Máquinas (Machine Learning)

Canada - Introduction to Machine Learning

中国 - Introduction to Machine Learning

香港 - Introduction to Machine Learning

澳門 - Introduction to Machine Learning

台灣 - Introduction to Machine Learning

USA - Introduction to Machine Learning

Österreich - Introduction to Machine Learning

Schweiz - Introduction to Machine Learning

Deutschland - Introduction to Machine Learning

Czech Republic - Introduction to Machine Learning

Denmark - Introduction to Machine Learning

Estonia - Introduction to Machine Learning

Finland - Introduction to Machine Learning

Greece - Introduction to Machine Learning

Magyarország - Introduction to Machine Learning

Ireland - Introduction to Machine Learning

Luxembourg - Introduction to Machine Learning

Latvia - Introduction to Machine Learning

España - Introducción al Aprendizaje Automático

Italia - Introduction to Machine Learning

Lithuania - Introduction to Machine Learning

Nederland - Introduction to Machine Learning

Norway - Introduction to Machine Learning

Portugal - Introdução à Aprendizagem de Máquinas (Machine Learning)

România - Introduction to Machine Learning

Sverige - Introduction to Machine Learning

Türkiye - Introduction to Machine Learning

Malta - Introduction to Machine Learning

Belgique - Introduction to Machine Learning

France - Introduction to Machine Learning

日本 - Introduction to Machine Learning

Australia - Introduction to Machine Learning

Malaysia - Introduction to Machine Learning

New Zealand - Introduction to Machine Learning

Philippines - Introduction to Machine Learning

Singapore - Introduction to Machine Learning

Thailand - Introduction to Machine Learning

Vietnam - Introduction to Machine Learning

India - Introduction to Machine Learning

Argentina - Introducción al Aprendizaje Automático

Chile - Introducción al Aprendizaje Automático

Costa Rica - Introducción al Aprendizaje Automático

Ecuador - Introducción al Aprendizaje Automático

Guatemala - Introducción al Aprendizaje Automático

Colombia - Introducción al Aprendizaje Automático

México - Introducción al Aprendizaje Automático

Panama - Introducción al Aprendizaje Automático

Peru - Introducción al Aprendizaje Automático

Uruguay - Introducción al Aprendizaje Automático

Venezuela - Introducción al Aprendizaje Automático

Polska - Introduction to Machine Learning

United Kingdom - Introduction to Machine Learning

South Korea - Introduction to Machine Learning

Pakistan - Introduction to Machine Learning

Sri Lanka - Introduction to Machine Learning

Bulgaria - Introduction to Machine Learning

Bolivia - Introducción al Aprendizaje Automático

Indonesia - Introduction to Machine Learning

Kazakhstan - Introduction to Machine Learning

Moldova - Introduction to Machine Learning

Morocco - Introduction to Machine Learning

Tunisia - Introduction to Machine Learning

Kuwait - Introduction to Machine Learning

Oman - Introduction to Machine Learning

Slovakia - Introduction to Machine Learning

Kenya - Introduction to Machine Learning

Nigeria - Introduction to Machine Learning

Botswana - Introduction to Machine Learning

Slovenia - Introduction to Machine Learning

Croatia - Introduction to Machine Learning

Serbia - Introduction to Machine Learning

Bhutan - Introduction to Machine Learning

Nepal - Introduction to Machine Learning

Uzbekistan - Introduction to Machine Learning