Basic Supervised Machine Learning with Decision Tree and ANN
This Micro-Credential equips you with key skills in supervised machine learning, focusing on decision trees and artificial neural networks (ANN) for solving real-world data classification problems. Gain practical experience and foundational knowledge crucial for university-level computer science and data science programs. Harness the power of AI to drive impactful solutions and prepare for the future of technology and innovation.
No Time Limit
Submit evidence anytime, no deadlines
Self-Paced
Progress at your own pace and schedule
2 Submission Quotas
Revised your submission with feedback
Competency
Learners can apply basic supervised machine learning concepts to implement decision trees and Artificial Neuron Network ANNs for data classification with Python Block Code.
How ?
Learners can apply basic supervised machine learning concepts by adapting parameter of decision trees and ANNs and evaluate performance of learning for data classification with Python Block Code.
Method overview
To apply decision trees and ANNs to data classification, it is important to understand the following:
- Introduction to Machine Learning
- Types of Machine Learning
- Supervised Learning Processes
- Classification and Regression Problems
- Decision Tree and ANN Algorithms
How can you achieve ?
Learners create Python code for data classification and write a summary analysis report.
Verify your skill
฿ 1,500
Make your Skills Recognizable and Impactful
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Guidelines are now available in Thai
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Unlimited Access to Competency Guidelines
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2 Submission Quotas to Verify Competency
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Personalized Feedback
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Digital Certificate
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Shareable to Social Network
Learning unit will be coming soon!
Currently, this micro-credential is available only with the Verify plan.
What will you get ?
Digital Certificate
Basic Supervised Machine Learning with Decision Tree and ANN
Issued by KMUTT | You will earn this digital certificate after you have completed this Micro-credential.
- Sharable with the showcase of your name and the accomplished learning outcome
- Verified by educational / industrial experts
Who is this for ?
- High school students aspiring to pursue computer science or data science in college will benefit from this MC by gaining a foundational understanding of supervised machine learning concepts.
- Teachers or Educators who are looking to integrate AI-related concepts into their existing curriculum in a meaningful and engaging way.
- Individuals interested in exploring the potential of AI in real-world applications will find this MC valuable for developing a practical understanding of supervised machine learning techniques.
Who developed this ?
IPST, NSTDA & NECTEC, KMUTT
"The Institute for the Promotion of Teaching Science and Technology (IPST)
A government organization under the Ministry of Education that promotes and develops education in science, mathematics, and technology at the basic education level.
The National Electronics and Computer Technology Center (NSTDA)
An agency under the Ministry of Higher Education, Science, Research, and Innovation
Develops electronic and computer technology in Thailand.
King Mongkut's University of Technology Thonburi (KMUTT)
One of Thailand's leading technological universities, focusing on science, engineering, and technology, as well as innovation and entrepreneurship."