Description
MLOps Bootcamp: Mastering AI Operations for Success – AIOps is the MLOps Bootcamp for Success in Artificial Intelligence (AI) Operations published by Udemy Online Academy. MLOps, or Machine Learning Operations, is a set of practices that aim to simplify and automate the end-to-end machine learning lifecycle, from development and deployment to monitoring and management. Implementing MLOps is critical to the success of AI operations, as it helps bridge the gap between data science and IT operations and ensures efficient and reliable AI systems. This revolutionary course is designed to equip you with the skills and knowledge necessary to succeed in the dynamic field of Machine Learning Operations (MLOps).
This course covers a wide range of topics and eliminates the need for many other courses. In this course, you will learn topics such as Python fundamentals and data science, advanced machine learning workflows, Git essentials, Docker for machine learning, CI/CD pipelines, and more. Whether you’re a seasoned professional or just starting your MLOps journey, this course provides the knowledge, tools, and hands-on experience needed to successfully implement robust and efficient machine learning workflows. This course is recommended for data scientists looking to expand their skills in the operational aspects of deploying and maintaining machine learning models, software developers, DevOps professionals with the goal of specializing in MLOps, and IT professionals.
What you will learn in MLOps Bootcamp: Mastering AI Operations for Success – AIOps:
- Building a solid foundation in Python
- Effective data manipulation and analysis in data science
- Essential YAML skills
- Docker and its role in containerization
- Implementation of integration pipelines
- And …
Course specifications
- Publisher : Udemy
- Teacher : Manifold AI Learning ®
- Language: English
- Level : All Levels
- Lectures : 228
- Duration : 36 hours and 30 minutes
Course topics
MLOps Bootcamp: Mastering AI Operations for Success – AIOps Prerequisites
Familiarity with programming concepts is preferred, but we cover in our course as well
Some knowledge of data manipulation and analysis will be beneficial.
Basic understanding of version control concepts, preferably with Git – will be beneficial
Enthusiasm for the intersection of Machine Learning and DevOps practices.
Participants should have access to a computer with a stable internet connection for viewing video content and engaging in practical exercises.
Pictures
MLOps Bootcamp: Mastering AI Operations for Success – AIOps introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: English
Quality: 720p
Version 2024/7 has increased the number of 9 lessons and the duration of 2 hours 47 minutes compared to 2024/1. Subtitles have also been added.
The 2026/1 version has decreased the number of lessons by 18 and the duration decreased by 3 hours 12 minutes compared to 2024/7.
Download link
File password (s): www.downloadly.ir
Size
14.35 GB
