Machine learning


Machine Learning Essentials

General Information

Due to the development of technologies, the advancement of hardware, and the emergence of new computer algorithms, the era of Artificial Intelligence has arrived. Now it is a challenge that academic units, governments and top-notch companies must face.

Machine Learning arises alongside the tidal wave of Artificial Intelligence. In the foreseeable future, knowing how to apply machine learning in problem solving will be the most desired skill to the advancement in one’s career or education. Knowledge of machine learning is the best defense for an individual or corporation to face the changing environment. The SSE Machine Learning Certificate provides you with the necessary knowledge base and confidence to compete in world dominated by AI technologies.

This certification exam focuses on the mathematical foundation of machine learning. Those who have passed this exam possess the foundation knowledge of machine learning and can explain and extend their understanding to satisfy the job market requirements.

Examination Content

  • Linear function
  • Trigonometric functions
  • Least squares method
  • Binomial theorem
  • Exponential function
  • Logarithm function
  • Vector function
  • Matrix function
  • Probability
  • Linear regression
  • Basic Calculus
  • Probability density function
  • Likelihood function and Maximum likelihood estimation
  • Gradient descent
  • Back Propagation

Examination Date and Registration

Please consult your national distributor.

Certificate Sample

Machine learning


  • There are a total of 60 questions.
  • The True/false section has 20 questions, multiple choice section has 40 questions.
  • Each question is worth 20 points resulting in a total possible score of 1200 points.
  • 840 is the lowest passing score.

Examination Time

60 minutes