Data Science Bootcamp with Machine Learning Specialisation (Performance)
  • Type Learning
  • Level Foundational
  • Cost Paid
Additional Details

Data Science Bootcamp with Machine Learning Specialisation (Performance)

Issued by Ngee Ann Polytechnic

Earners of the Data Science Bootcamp with Machine Learning Specialisation have developed entry-level knowledge and skills needed to implement some widely used and fundamental machine learning algorithms. They are competent in skills such as building regressor and classifier algorithms from scratch, fine-tuning the model performance as well as evaluating whether the model fit against unseen data.

  • Type Learning
  • Level Foundational
  • Cost Paid
Additional Details

Skills

Earning Criteria

  • Completed 2-months (7-8 weeks) for 4 – 5 days a week course, which covered the following 8 topics: (1) Programming for Data Science, (2) Practical Statistics, (3) Regression Models, (4) Machine Learning: Classification 1, (5) Machine Learning: Classification 2, (6) Unsupervised Machine Learning, (7) Time Series & Forecasting and (8) Neural Networks & Deep Learning
  • The course capstone requires that the student build a real-world application under stringent criteria modeled after real business scenarios.