Certified Machine Learning Specialist (CMLS)
ENDED
Short Course by
GSTF Singapore
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On-Site
/ Short Course
SGD 3,800.00
Details
Certified Machine Learning Specialist (CMLS) - this specialist course on Machine Learning gives an overview of many concepts, techniques, and algorithms. The course covers basic topics such as classification and linear regression to more
advanced topics such as boosting, support vector machines, hidden Markov models, and Bayesian networks in Machine Learning.
Outline
Unit 1: Introduction and basic concepts in Machine learning
Unit 2: Introduction to Theories used in Machine Learning
Unit 3: Supervised learning vs. Unsupervised learning
Unit 4: Model selection in Machine learning
Unit 5: Role of Weka in Machine Learning
Unit 6: Decision Tree and Rule mining using Weka
Unit 7: A Brief review on SciPy
Unit 8: Random Forest and Markov Decision Process algorithm
Unit 9: Google’s Go Programming with k-nearest neighbor’s algorithm
Unit 10: C 5.0 based decision tree algorithm
Unit 2: Introduction to Theories used in Machine Learning
Unit 3: Supervised learning vs. Unsupervised learning
Unit 4: Model selection in Machine learning
Unit 5: Role of Weka in Machine Learning
Unit 6: Decision Tree and Rule mining using Weka
Unit 7: A Brief review on SciPy
Unit 8: Random Forest and Markov Decision Process algorithm
Unit 9: Google’s Go Programming with k-nearest neighbor’s algorithm
Unit 10: C 5.0 based decision tree algorithm
Special Offer
Eligible for CITREP+ Funding
100% funding – UNI and Poly Students/ Full-Time NSF
70%-90% funding – Working Professional
100% funding – UNI and Poly Students/ Full-Time NSF
70%-90% funding – Working Professional
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Global Science and Technology Forum – GSTF is a pioneer in offering Open Source Technology based (and vendor neutral) ICT Certification Programs in Cloud Computing, Business Anaytics / Big Data / Data Science, and Internet of Things (IoT). The programs are offered through its Authorized Training Providers (ATP) worldwide. In Singapore, GSTF’s ATP Rapidstart offers the program which are funded by IDA’s CITREP grant and Singapore citizens are eligible for these grants to pursue the certification.
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