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8 free courses on AI by NVIDIA

If you are interested in exploring the world of AI, here are 8 free courses you don’t want to miss.
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NVIDIA, the American multinational corporation and technology company, has released eight (8) free courses on artificial intelligence (AI).

If you are interested in exploring the world of AI, here are 8 free courses you don’t want to miss:

1. Generative AI Explained

Learn how to:
• Define Generative AI and explain how Generative AI works
• Describe various Generative AI applications
• Explain the challenges and opportunities in Generative AI

2. Getting Started with AI on Jetson Nano

Learn how to:
• Set up your Jetson Nano and camera
• Collect image data for classification models
• Annotate image data for regression models
• Train a neural network on your data to create your models

3. Building A Brain in 10 Minutes

• How neural networks use data to learn
• Understand the math behind a neuron

4. Building Video AI Applications on Jetson Nano

Learn to:
• Create DeepStream pipelines for video processing
• Handle multiple video streams
• Use alternate inference engines like YOLO

5. Augment your LLM Using RAG


• Understand the basics of RAG
• Learn about the RAG retreival process
• Discover NVIDIA AI Foundations and the key components of a RAG model.

6. Building RAG Agents with LLMs

• Explore scalable deployment strategies
• Learn about microservices and development
• Experiment with LangChain paradigms for dialog management
• Practice with state-of-the-art models

7. Accelerate Data Science Workflows with Zero Code Changes

• Learn the benefits of unified CPU and GPU workflows
• GPU-accelerate data processing and machine learning
• See faster processing times with GPU

8. Introduction to AI in the Data Center


  • AI, machine learning, deep learning, GPU architecture, deep learning frameworks, and deploying AI workloads.
  • Understand requirements for multi-system AI clusters and infrastructure planning.

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