Udemy – Complete MLOps Bootcamp | From Zero to Hero in Python 2022 2024-2

Udemy – Complete MLOps Bootcamp | From Zero to Hero in Python 2022 2024-2 Downloadly IRSpace

Apr 17, 2025 - 13:43 Updated: Aug 17, 2025 - 13:01

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Udemy – Complete MLOps Bootcamp | From Zero to Hero in Python 2022 2024-2

Complete MLOps Bootcamp | From Zero to Hero in Python 2022, a comprehensive MLOps training course from scratch, has been published by Udemy Academy. According to a survey by Algorithmia , eighty-five percent of machine learning projects do not reach production. Moreover, MLOps has grown exponentially in the past years. The MLOPS market value for 2019 was estimated at around $23.2 billion and is expected to reach $126 billion by 2025. Therefore, MLOps knowledge will give you numerous career opportunities. This course is designed to teach you everything related to MLOps, from model development, model registration and model versioning; model performance monitoring, CI/CD, cloud deployment, model serving, APIs and web application development to model production.

We teach you MLOps skills, sharing clear explanations and valuable professional advice. With video tutorials, downloadable study guides, hands-on exercises, and real-world labs, this is the only course you need to run a full MLOps project. By the end of this course, you will not only have developed an entire MLOps project from the ground up, but you will also have the knowledge and confidence to apply these same concepts to your own projects. If you are ready to improve your skills, increase your career opportunities, and become a data science professional, this course is for you.

What you will learn

MLOps Principles
MLOps Toolbox
Model versioning with MLFlow
Data Copying with DVC
Auto-ML and MLOps with low code
Model explainability, auditability, and interpretable machine learning
Understanding how machine learning works with Docker
Deploying ML in production via APIS
Deploying ML in production through web applications
MLOps in the Azure Cloud

Who is this course suitable for?

Machine learning engineers and data scientists interested in MLOps
Machine learning experts who want to take models to production
Those 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
Instructor: Data Bootcamp
Language: English
Education level: All levels
Number of lessons: 121
Training duration: 10 hours and 21 minutes

Course chapters

Complete MLOps Bootcamp | From Zero to Hero in Python 2022

Course prerequisites

Python fundamentals

Pictures

Complete MLOps Bootcamp | From Zero to Hero in Python 2022

Sample video

Installation Guide

After Extract, view with your favorite player.

Subtitles: English

Quality: 720p

Changes:

The 2023/4 version has increased the number of lessons by 57 and the duration by 6 hours and 15 minutes compared to 2022/10. The course quality has also increased from 720p to 1080p.

The 2024/2 version has increased by about 30 minutes and 8 lessons compared to the 2023/4 version. The course quality has also been reduced from 1080p to 720p.

Udemy – Complete MLOps Bootcamp | From Zero to Hero in Python 2022 2024-2