Description
Complete MLOps Bootcamp | From Zero to Hero in Python 2022, a comprehensive MLOps training course from zero is published by Udemy Academy. Based on a review AlgorithmiaEighty-five percent of machine learning projects do not reach production. Additionally, MLOps have grown exponentially over the past years. The value of the MLOPS market for 2019 was estimated at $23.2 billion and is expected to reach $126 billion by 2025. Therefore, knowledge of MLOps will give you numerous career opportunities. This course is designed to teach everything related to MLOps, from model development, model registration and model versioning; Model performance monitoring, CI/CD, cloud deployment, model servicing, APIs and web application development to model production.
We teach you MLOps skills and share clear explanations and valuable professional advice. With video tutorials, a downloadable study guide, hands-on exercises, and real-world labs, this is the only course you need to run the ultimate MLOps project. By the end of this course, you will not only develop an entire MLOps project from the ground up, but also gain the knowledge and confidence to apply these same concepts to your own projects. If you’re ready to improve your skills, increase your career opportunities, and become a data science professional, this course is for you.
What you will learn
- Principles of MLOps
- The MLOps Toolbox
- Model versioning with MLFlow
- Copy data with DVC
- Auto-ML and MLOps with low code
- Explainability of the model, ability to review and interpretable machine learning
- Getting to know how machine learning works with Docker
- Deploy ML in production via APIS
- Deploying ML in production through web applications
- MLOps on Azure Cloud
Who is this course suitable for?
- Machine learning engineers and data scientists interested in MLOps
- Machine learning professionals who want to bring models to production
- Interested in developing APIs in FastAPI or Flask
- Anyone who wants to learn Docker, Azure, DVC or MLFlow
Details of the Complete MLOps Bootcamp course From Zero to Hero in Python 2022
- Publisher: Udemy
- teacher: Data Bootcamp
- English language
- Education level: all levels
- Number of courses: 113
- Training duration: 9 hours and 46 minutes
Head of the course seasons on 2023-9
Course prerequisites
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 1080p
Changes:
The version of 2023/4 compared to 2022/10 has increased the number of 57 lessons and the duration of 6 hours and 15 minutes. Also, the course quality has been increased from 720p to 1080p.
download link
File(s) password: www.downloadly.ir
Size
3.15 GB
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