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Machine Learning Essentials, Singapore

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Training by  CASUGOL
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Machine Learning Essentials

Machine Learning is revolutionizing the world by allowing computers to learn as they progress forward with large data sets, overwriting overcoming all programming pitfalls and impasses. Machine Learning builds algorithms, which when exposed to high volumes of data, can self-teach and evolve.
When this technology powers Artificial Intelligence (AI) applications, the combination can be powerful. Smart robots can already be found around us doing all our jobs with more speed and accuracy, and continuously improving themselves at every step.

Course Objective
  • Machine Learning Essentials is designed to allow participants acquire all essential knowledge on Machine Learning.
  • Hands-On on the Application of Logistic Regression

Prerequisites
  • NA

Examination
  • Participants are required to pass an examination upon completion. This exam tests a candidate’s knowledge and skills related to Machine Learning based on the syllabus covered in the course.

Certification
  • Participants will be awarded a Certificate of Competency in Machine Learning Essentials upon meeting the requirements of the course and passing the examination.

Who will benefit from this course?
  • Machine Learning Essentials is designed for anyone who have little or no understanding, knowledge of, or experience in Machine Learning and would like the opportunity to learn in a supportive and encouraging environment.

Topics
  • Class is limited to 20 participants as hands-on sessions and real-time demonstration is expected.

Course Outcomes
  • On completion of Machine Learning Essentials, participants will have acquired all the essential knowledge and skills on Machine Learning

Outline

Course Outline:
  • Introduction to Machine Learning
  • What is Machine Learning and its importance?
  • How Businesses Can Take Advantage of Machine Learning
  • Different Techniques in Machine Learning
  • Regression Method
  • Case Study on regression methods
  • Application of Regression Method
  • Hands-On on the Application of Regression Method
  • Logistic Regression
  • Case Study on Logistic Regression
  • Application of Logistic Regression
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“The duty of helping one’s self in the highest sense involves helping of one’s neighbours” – Samuel Smiles

Based in Singapore, CASUGOL is an international certification body offering a wide-range of professional training and certification programs designed for all industries and verticals.

Participants attending our programs will develop the skills and knowledge in their chosen area of professional, personal or academic interest. Programs are constantly reviewed by educators who are industry experts in their chosen field to ensure that they remain current, relevant and consistently high quality.

CASUGOL strives to be a contemporary international neighbourhood where individuals gather to learn, be inspired, share ideas, knowledge, and resources to acquire all that necessary to pursue and advance in a career of their passion. Training and certification programs are also being offered in Malaysia, India, Philippines, Singapore, Vietnam, Australia, Nigeria, South Africa, and Uganda through global Certified Training Partner (CTP) network.

Empowering people to be their best by making education, knowledge, and resources accessible has always been our commitment. With programs that cover a diverse range of interests, participants can certainly learn update their knowledge, gain new skills, or unleash their creativity. ...

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