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Learn advanced machine learning techniques and algorithms and how to package and deploy your models to a production environment. Gain practical experience using Amazon SageMaker to deploy trained models to a web application and evaluate the performance of your models. A/B test models and learn how to update the models as you gather more data, an important skill in industry.
This program is intended for students who already have knowledge of machine learning algorithms.
A. Key Values:
1. Real-world projects from industry experts
2. Personal career coach and career services
3. Technical mentor support
4. Flexible learning program
B. Course Outline
Software Engineering Fundamentals
In this lesson, you’ll write production-level code and practice object-oriented programming, which you can integrate into machine learning projects.
Machine Learning in Production
Learn how to deploy machine learning models to a production environment using Amazon SageMaker.
Machine Learning Case Studies
Apply machine learning techniques to solve real-world tasks; explore data and deploy both built-in and custom-made Amazon SageMaker models.
Machine Learning Capstone
In this capstone lesson, you’ll select a machine learning challenge and propose a possible solution.
Who is this course for?
Students in the Machine Learning Engineer Nanodegree program will learn about machine learning algorithms and crucial deployment techniques, and will be equipped to fill roles at companies seeking machine learning engineers and specialists. These skills can also be applied in roles at companies that are looking for data scientists to introduce machine learning techniques into their organization.
To optimize your chances of success in this program, we recommend intermediate Python programming knowledge and intermediate knowledge of machine learning algorithms.
Career Coaching service
> 4.9/5 student satisfaction rating
- Personal assistance in your job search
- Monthly 1-on-1 calls
- Personalized feedback and career guidance
- Helps expand your professional network
- Demystifying the hiring process for you
- Advice on negotiating job offers
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