Certified Machine Learning Specialist (CMLS)
Issued by
GICT Training & Certification
Certified CMLS professionals will be equipped with practical skills to implement classification & regression models using various supervised learning algorithms such as linear & logistic regression models, k-nearest neighbors, neural networks, support vector machine, decision trees & ensemble methods such as random forest. Also skills related to the implementation of unsupervised learning algorithms such as k-means clustering. Tools used are SCIPY, TensorFlow, NumPy, Pandas & Scikit-learn.
- Type Certification
- Level Intermediate
- Time Days
- Cost Paid
Skills
Earning Criteria
-
Complete the CMLS certification program
-
Pass a multiple-choice question (MCQ) exam either in the classroom or online via Moodle
-
Individual case study-based Project Work Component (PWC)
Standards
The Critical Infocomm Technology Resource Programme Plus (CITREP+) is a programme under IMDA's TechSkills Accelerator (TeSA) initiative to support the ICT workforce in keeping pace with technology shifts, through the continuous and proactive training of technical skills sets, in order to remain relevant and productive.
SkillsFuture is a national movement that provides opportunities for all Singaporeans to develop to their fullest potential at different stages of their lives. Regardless of your starting point, you can realise your goals and aspirations through a holistic system of education and training.
The Financial Training Scheme ("FTS") provides funding for financial sector-specific training programmes which are recognized under FTS.
The National Trade Union Congress (NTUC) is introducing the NTUC Training Fund (SEPs) to help Self-Employed Persons to supplement their income and, also prepare them to be future-ready through skills upgrading and training.