Introduction to AI in the Data Center

via Independent

Overview

Welcome to our comprehensive course, "Introduction to AI in the Data Center"! Dive into the world where Artificial Intelligence (AI) is revolutionizing various sectors by offering enhanced compute power, innovative tools, and algorithms essential for breakthroughs across disciplines. This insightful course is designed to unfold the mysteries of AI operations within data centers, offering a deep dive into the necessary hardware and software infrastructure.

Embark on a learning journey that introduces you to fundamental concepts and terminology pivotal for navigating the realms of AI and GPU computing within data centers. Through this course, you will gain an understanding of:

The roles of AI, Machine Learning, and Deep Learning and their application, including the processes of training and inference in a Deep Learning workflow.
The evolution, architecture, and significance of GPUs versus CPUs, highlighting their impact on accelerating AI.
Detailed insights into deep learning frameworks, AI software stacks, and strategic considerations for deploying AI workloads across various environments – be it on-premises, cloud, hybrid, or multi-cloud.
Essential requirements for establishing multi-system AI clusters, alongside strategic planning for infrastructure covering servers, networking, storage, and the pivotal tools for cluster management, monitoring, and orchestration.

This course is a key component of the preparatory materials for the "NVIDIA Certified Associate - AI in the Data Center" certification, aiming to elevate your expertise and contribute to your professional growth. Ideal for IT Professionals, System and Network Administrators, DevOps, and Data Center Professionals, this introductory course requires no prior experience in AI or GPU computing in the data center.

To explore more about NVIDIA's certification program and take your skills to the next level, visit NVIDIA Academy. Let's embark on this educational journey together!

Categories: Artificial Intelligence Courses, Machine Learning Courses, Deep Learning Courses.