Machine Learning Lab
Duration
Exam Details
- A passing grade on Exam ML90.01 is required to is required to achieve the Machine Learning Specialist Certification.
- Duration: 110 minutes
Price
This course module presents participants with a series of exercises and problems that are designed to test their ability to apply their knowledge of topics covered in previous courses. Completing this lab will help highlight areas that require
further attention and will further prove proficiency in machine learning systems and techniques, as they are applied and combined to solve real-world problems.
For instructor-led delivery of this lab course, the Certified Trainer works closely with participants to ensure that all exercises are carried out completely and accurately. Attendees can voluntarily have exercises reviewed and graded as part of the class completion. For individual completion of this course as part of a study kit, a number of supplements are provided to help participants carry out exercises with guidance.
Key Outcomes:
Students will be able to know:
- Business Drivers, Technology Drivers, Benefits, Challenges of Machine Learning
- Ensemble Learning, Frequent Model Retraining, Lightweight Model Implementation, Incremental Model Learning of Model Optimization Patterns
- Features of Data Wrangling Patterns and Data Reduction Patterns
- etc
Objectives
- Machine Learning
- Model Optimization Patterns
- Model Evaluation Patterns
- Unsupervised Learning Patterns
- Supervised Learning Patterns
- Data Wrangling Patterns
- Data Reduction Patterns
- Data Exploration Patterns
- Machine Learning Lifecycle
- Machine Learning Algorithms and Practices
- Machine Learning Mechanisms
- Machine Learning Components
Contact
- Nurman (+62 857-2375-3840)
- Irna (+62 822-1664-7749)
- Puji (+62 813-2424-2115)