Machine Learning
Training Provider: Singapore University of Social Sciences
Course Reference: TGS-2024047332
S$1,936
About This Course
Prepare data for machine learning algorithms.
Construct support vector machines for classification.
Set up decision trees, random forest for classification.
Rate the performance of clustering algorithm.
Design neural network based classifiers
Propose suitable machine learning algorithms
Estimate the performance metrics of learning algorithms
Assess the impact of hardware performance on the machine learning algorithms
What You'll Learn
ENG335 Machine Learning introduces machine learning, covering both supervised and unsupervised algorithms. Bias-variance trade-off is discussed for selecting the appropriate models. Neural networks and convolutional neural networks are introduced. Students have the opportunity to deploy the algorithms and fine-tune the parameters. Students are required to develop and deploy a machine learning algorithm to solve a real-world challenge.
Course Details
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