Applied Statistical Learning
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2020502797
S$1,620
Original: S$5,400
Save S$3,780
About This Course
1. Able to understand the basic principles in selecting appropriate methods and
models in data analysis.
2. Able to understand various methods and know their strengths and weaknesses in
applications;
3. Able to handle, summarize and visualize large and complicated data with various
methods learnt;
4. Able to apply inferential methods to answer statistical questions arising from
large and complicated data, and to make proper inferences and decisions.
What You'll Learn
Statistical Learning aims to discover useful structure and extract information from large and complicated data sets, and to make predictions. This course will focus on the most recent but well accepted methods, especially those in investigating big and complicated data, including Lasso regression, nonparametric smoothing, neural networks, machine learning, decision trees, and random forests. This course is targeted at students who are interested in statistics and data science and are able to meet the prerequisites.
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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