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Catalog / All levels / NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO) with 10 Practice Exams
Mammoth Club All levels 7 sections 23 lectures

NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO) with 10 Practice Exams

AI runs on infrastructure, and someone has to know how to set it up and keep it running. The NCA-AIIO certification validates that you're that person.

Created by Team Mammoth
·
23 lectures
01
Skill level
All levels
02
Sections
7
03
Lectures
23
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
7
Sections
✓
3
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

7 sections · 23 lectures
+ Welcome! 1 lecture Preview
Submit a Question / Feedback Locked
+ 01 Essential AI knowledge 8 lectures
01.01 Understanding AI, Machine Learning, And Deep Learning Locked
01.02 Factors Driving AI's Rapid Adoption & Advancements Locked
01.03 Key AI Use Cases and Industries Locked
01.04 Understanding CPU vs. GPU Architectures Locked
01.05 NVIDIA Solutions for AI Locked
01.06 Software Components AI Development Cycle Locked
01.07 Comparing Training and Inference In AI Locked
Resource Locked
+ 02 AI Infrastructure 6 lectures
02.01 Process Of Extracting Insights From Data Locked
02.02 Comparing Models Using Statisitcal Performance Metrics Locked
02.03 Practical Example Importing & Preparing Data Locked
02.04 Practical Example Training Models & Interpreting Results Locked
02.05 Identifying Factors That Can Affect Our Results Locked
02 Source Files Locked
+ 03 AI Operations 5 lectures
03.01 AI Data Center Management and Monitoring Essentials Locked
03.02 AI Cluster Orchestration and Job Scheduling Essentials Locked
03.03 Key Measures and Criteria Related to Monitoring GPUsmp4 Locked
03.04 Virtualizing Accelerated Infrastructure Locked
03 Source Files Locked
+ Additional Reading List 1 lecture
Reading List Locked
+ Bonus Content 1 lecture
Bonus Content Locked
+ Where To Find Your Exam 1 lecture
Find Your Exam Locked
Description

About this course.

Want to step into a high-earning profession? This course is designed to prepare you for the NCA-AIIO certification exam, covering essential AI computing concepts for infrastructure and operations.

• Accelerated Computing Use Cases: Understand how to leverage accelerated computing for various AI applications.

• AI, Machine Learning, and Deep Learning: Get a solid foundation in AI, machine learning, and deep learning concepts and their use in NVIDIA solutions.

• GPU Architecture: Learn about GPU architecture and how it powers AI computing for optimal performance.

• NVIDIA’s Software Suite: Explore the key tools and software available in NVIDIA’s ecosystem for AI workloads.

• Infrastructure & Operations: Gain insights into infrastructure and operational considerations when adopting NVIDIA solutions for AI.

With this certification, you’ll be ready to pursue roles in AI infrastructure, ensuring you can confidently work with AI computing solutions. Take 10 practice exams with unlimited retakes and access at any time.

Gain your certification with lifetime access to this concise, exam-oriented video course taught by professionals in the field. Enroll now to gain the skills and certification that will advance your AI career!

Instructors

Taught by people who ship.

Team Mammoth

Team Mammoth

Instructor

Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.

Ready to start building?

AI runs on infrastructure, and someone has to know how to set it up and keep it running. The NCA-AIIO certification validates that you're that person.

Buy lifetime access →