Successfully mastering AI operations – AIOps 2024-1 – Downloadly

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 aims to simplify and automate the end-to-end machine learning lifecycle, from development and deployment to monitoring and management. Implementing MLOps is critical to AI operations success 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 you need 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 fundamentals, Docker for machine learning, CI/CD pipelines, and more. Whether you are a seasoned professional or just starting your MLOps journey, this course will provide you with the knowledge, tools, and hands-on experience you need 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 aiming to specialize in MLOps, and IT professionals.

What you will learn in the MLOps Bootcamp: Successfully mastering AI operations – AIOps:

Building a solid foundation in Python
Effective data manipulation and analysis in data science
Basic YAML knowledge
Docker and its role in containerization
Implementation of integration pipelines
And…

Course specifications

Editor: Udemy
Lecturers: Manifold AI Learning®
Language: English
Level: Introduction to Advanced
Number of lessons: 237
Duration: 36 hours and 55 minutes

Course topics

MLOps Bootcamp: Successfully mastering AI operations – AIOps content

MLOps Bootcamp: Successfully mastering AI operations – AIOps prerequisites

Familiarity with programming concepts is preferred, but will also be covered in our course
Some knowledge of data manipulation and analysis is an advantage.
Basic knowledge of version control concepts, preferably with Git, is an advantage
Passion for the intersection of machine learning and DevOps practices.
Participants should have access to a computer with a stable internet connection to view video content and participate in hands-on exercises.