MLOps
⸺ Gain hands-on MLOps skills using Python, Rust, GitHub Copilot, SageMaker, Azure ML, MLflow, and Hugging Face to build, deploy, and manage real-world AI solutions.
Overview
Gain hands-on MLOps skills using Python, Rust, GitHub Copilot, SageMaker, Azure ML, MLflow, and Hugging Face to build, deploy, and manage real-world AI solutions.
Program at a glance
- Format: Hybrid (Online + In-person).
- Languages: English & French.
- Duration: 6 months, with a flexible schedule.
- Location: Online & MUST Campus, Lac 3, Tunis.
- Cost for Professionals: TND 2,800 (Eligible for TFP Refund).
- Cost for Students: TND 1,400 (50% Discount).
- International participants: 1400 USD
Why join this program?
- Learn from Top Experts: Gain insights and knowledge from leading university and industry experts in the field of MLOps.
- Practical Skills & Real Projects: Acquire hands-on experience through practical projects, building tangible skills directly applicable to real-world MLOps challenges.
- Strong Core Understanding: Develop a deep and comprehensive understanding of the fundamental concepts and best practices in Machine Learning Operations.
- Prestigious Certifications: Earn valuable certificates from both Duke University and MUST University, signaling your specialized competence to employers.
Outcomes
What you will learn?
- Build and deploy ML models efficiently.
- Use AWS, Azure, and MLflow tools.
- Fine-tune and deploy LLMs with ONNX.
- Design complete MLOps pipelines end-to-end
Who is this program for?
- Aspiring machine learning engineers.
- Data scientists seeking deployment skills.
- Software developers entering AI/ML field.
- Cloud professionals building ML solutions
topics
Main topics
- Python Essentials for MLOps.
- DevOps, DataOps, and MLOps Foundations.
- MLOps Platforms: Amazon SageMaker & Azure ML.
- MLOps Tools: MLflow & Hugging Face.
Instructor(s)
- Instructors (MUST University): Our faculty from MUST University are academic leaders and experts in MLOps, bringing a blend of theoretical knowledge and real-world application to the curriculum.
- Instructors (Duke University): The program also features top instructors from Duke University, renowned for their advanced research and practical expertise in MLOps, covering key concepts and industry best practices.
Registration
English 
French