Descriptions
Complete MLOps Bootcamp | From Zero to Hero in Python 2022: According to an Algorithmia survey, 85% of machine learning projects do not reach production. Moreover, MLOps have grown exponentially in the last few years. MLOPS was valued at $23.2 billion for 2019 and is expected to reach $126 billion by 2025. Therefore, MLOps skills will open up numerous career opportunities for you. This course aims to teach everything related to MLOps, from model development to model registration, model versioning, monitoring model performance, CI/CD, cloud deployment, model deployment and APIs, and developing web applications to bring the model to production. We will walk you through the MLOps skills and give you clear explanations and valuable professional advice. With visual training, downloadable study guides, hands-on exercises, and real-world labs, this is the only course you need to learn how to implement an end-to-end MLOps project. At the end of this course, you will not only have developed a complete MLOps project from scratch, but you will also gain the knowledge and confidence to apply the same concepts to your projects. If you are ready to improve your MLOps skills, increase your job prospects, and become a data science expert, we are waiting for you.
What you will learn
- MLOps Basics
- MLOps Toolbox
- Model versioning with MLFlow
- Data versioning with DVC
- Auto-ML and Low-Code MLOps
- Model explainability, verifiability and interpretable machine learning
- Containerized machine learning workflow with Docker
- Deploying ML in production via APIS
- Deploying ML in production via web applications
- MLOps in Azure Cloud
Who is this course suitable for?
- Machine learning engineers and data scientists interested in MLOps
- Machine learning experts who want to deploy models to production
- Anyone interested in developing APIs in FastAPI or Flask
- Anyone who wants to learn Docker, Azure, DVC or MLFlow
Specifications of Complete MLOps Bootcamp | Zero to Hero in Python 2022
- Editor: Udemy
- Teacher: Data Bootcamp
- Language: English
- Level: All levels
- Number of courses: 113
- Duration: 9 hours and 46 minutes
Content for 2023-9
Requirements
Pictures
Sample clip
installation Guide
Extract the files and watch them with your favorite player
Subtitles: English
Quality: 1080p
Changes:
Compared to 2023/10, version 2023/4 has increased the number of lessons to 57 and the duration to 6 hours and 15 minutes. In addition, the quality of the course has been increased from 720p to 1080p.
Download links
Password file(s): www.downloadly.ir
File size
3.15GB