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Full Stack Deep Learning
by Sergey Karayev & Josh Tobin · FSDL
4.7(1,500 reviews)
80K+ enrolledSelf-pacedUpdated 2024-01
What You'll Learn
Understand the fundamentals and key concepts of MLOps
Apply MLOps techniques to solve real-world problems
Understand the fundamentals and key concepts of deployment
Apply deployment techniques to solve real-world problems
Understand the fundamentals and key concepts of data management
Apply data management techniques to solve real-world problems
About This Course
Covers the full stack of building and deploying deep learning-powered products from data management to deployment.
Curriculum
Module 1: MLOps & Deployment6 lessons
- Introduction to MLOps
- MLOps in Practice
- Hands-on Exercise: MLOps
- Introduction to deployment
- Deployment in Practice
- Hands-on Exercise: Deployment
Module 2: Data management & Testing6 lessons
- Introduction to data management
- Data management in Practice
- Hands-on Exercise: Data management
- Introduction to testing
- Testing in Practice
- Hands-on Exercise: Testing
Module 3: Monitoring3 lessons
- Introduction to monitoring
- Monitoring in Practice
- Hands-on Exercise: Monitoring
Instructor
Sergey Karayev & Josh Tobin
Instructor at FSDL
Pros & Cons
Pros
- Highly rated by students
- Completely free to access
- High-quality video lectures
- Taught by Sergey Karayev & Josh Tobin
Cons
- No certificate provided
- Requires significant prior knowledge
- Self-paced requires discipline
Free
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