Modeling in AWS
- Offered byCoursera
- Public/Government Institute
Modeling in AWS at Coursera Overview
Duration | 4 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
Modeling in AWS at Coursera Highlights
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 3 of 5 in the Exam Prep MLS-C01: AWS Certified Specialty Machine Learning Specialization
- Beginner Level You should have Minimum 2 year of hands-on experience in architecting, building or running ML/deep learning workloads on the AWS Cloud.
- Approx. 4 hours to complete
- English Subtitles: English
Modeling in AWS at Coursera Course details
- Modeling in AWS is the third course in the AWS Certified Machine Learning Specialty specialization. The major focus of this course is to train Machine learning Models by analyzing Modeling concepts in AWS. This course is divided into two modules and each module is further segmented by Lessons and Video Lectures. This course facilitates learners with approximately 1:30 Hours- 2:00 Hours Video lectures that provide both Theory and Hands -On knowledge. Also, Graded and Ungraded Quiz are provided with every module in order to test the ability of learners.
- Module 1: Modeling and Training Machine Learning Models in AWS
- Module 2: Machine Learning Models: Performance evaluation and Tuning
- By the end of this course, Learners will be able to :
- 1. Analyze Modeling Concepts and train Machine Learning Models
- 2. Examine performance of machine learning models
- 3. Implement automatic model tuning by training a model
Modeling in AWS at Coursera Curriculum
Modeling and Training Machine Learning Models in AWS
Introduction to AWS Machine Learning - Modeling
Modeling concepts-Part 1
Modeling concepts-Part 2
Train machine learning models
Train machine learning models - lab
Course Outline
Welcome to the Course
Modeling and Training Machine Learning Models in AWS Overview
Introducing Modeling Concepts Knowledge Test
Train machine learning models Knowledge Test
Week 1 Assessment
Machine Learning Models: Performance evaluation and Tuning
Deploy and evaluate performance of machine learning models - lab
Perform automatic model tuning
Perform automatic model tuning - lab
Train model after automatic model tuning - lab
Exam tips Part 1
Exam tips Part 2
Machine Learning Models: Performance evaluation and Tuning Overview
Key Takeaways of Course
Course Conclusion
Performance evaluation and Tuning Knowledge Test
Week 2 Assessment
Overall Course Assessment Quiz
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