New Workshops and Certification at NVIDIA GTC 2024

With the GTC session catalog now live, it’s time to start building your personalized agenda for the conference. For those of you who will be joining us in San…

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NVIDIA
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Ann Sheridan
•7 min read•intermediate•
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Computer VisionDiffusion ModelsGenerative AIKubernetesPythonRetrieval Augmented Generation

Overview

The article discusses the new workshops and certification opportunities available at NVIDIA GTC 2024, highlighting both in-person and virtual training sessions. It emphasizes the importance of professional certifications for AI expertise and details various hands-on workshops focusing on Generative AI, LLMs, and more.

What You'll Learn

1

How to use NVIDIA Omniverse Replicator to generate synthetic datasets for training deep neural networks

2

Why professional certifications are important for validating AI expertise

3

How to implement Retrieval Augmented Generation (RAG) for large language models

4

When to apply Universal Scene Description (OpenUSD) in 3D modeling workflows

Prerequisites & Requirements

  • Basic understanding of AI concepts and applications(optional)
  • Familiarity with NVIDIA tools and platforms(optional)

Key Questions Answered

What new workshops are being offered at NVIDIA GTC 2024?
NVIDIA GTC 2024 will feature six full-day workshops, including a new workshop on Bootstrapping Computer Vision Models with Synthetic Data, which focuses on using NVIDIA Omniverse Replicator to create synthetic datasets for training deep neural networks.
How can attendees get certified at NVIDIA GTC 2024?
Attendees can take certification exams at a 50% discount during a Thursday afternoon session, including certifications for AI in the Data Center and Infiniband, with limited seats available.
What are the key features of the training labs at GTC 2024?
The training labs at GTC 2024 include over 40 two-hour sessions, covering topics like foundation models in AI, building GPU-accelerated pipelines, and managing on-premises AI clusters, all complimentary with the Conference + Training package.
What free courses are available in the self-paced training area?
Free courses include Augmenting Your LLM Using Retrieval Augmented Generation, Generative AI With Diffusion Models, and Building RAG Agents with LLMs, providing insights into current AI methodologies and applications.

Technologies & Tools

Software
Nvidia Omniverse Replicator
Used for generating synthetic data to train computer vision models.
Software
Universal Scene Description (openusd)
Facilitates 3D data modeling and collaboration across applications.
Software
Nvidia Base Command Manager
Manages AI infrastructure and cluster resources effectively.

Key Actionable Insights

1
Attending the hands-on workshops at GTC 2024 can significantly enhance your understanding of AI applications, particularly in Generative AI and LLMs.
These workshops are designed to provide practical experience and networking opportunities, which are crucial for applying AI concepts in real-world scenarios.
2
Pursuing NVIDIA certifications can boost your professional credibility and open up new career opportunities in AI and machine learning.
Certifications validate your skills and knowledge, making you more competitive in the job market, especially in fields that are rapidly evolving.
3
Utilizing the self-paced training area during GTC allows you to learn at your own pace while interacting with experts.
This environment fosters a deeper understanding of complex topics and provides access to valuable resources that can enhance your learning experience.

Common Pitfalls

1
Failing to register early for workshops and certification exams can lead to missing out on valuable learning opportunities.
Workshops and certification sessions have limited seats and tend to fill up quickly, so it's essential to plan ahead and secure your spot.

Related Concepts

Generative AI
Large Language Models (llms)
Synthetic Data Generation
Universal Scene Description (openusd)
Retrieval Augmented Generation (rag)