Yo nostr! Anyone that is interested in free courses on AI and LLM development.
NVIDIA launched FREE courses in AI.
No payment needed.
Here're the 8 essential courses to become skilled in 2024:👇
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1. Building A Brain in 10 Minutes
What you'll learn:
Exploring How Neural Networks Use Data to Learn:
• Understanding the concept of neural networks.
• Examining the process of data learning in neural networks.
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2. Generative AI Explained
What you'll learn:
• Generative AI and how it works.
• Various Generative AI applications.
• Challenges and opportunities in Generative AI.
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3. AI in the Data Center
What you'll learn:
• AI use cases
• Machine Learning
• Deep Learning and their workflows
• GPU architecture and its impact on AI
• Deep learning frameworks and deployment considerations
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4. Augment your LLM with Retrieval Augmented Generation
What you'll learn:
• Basics of Retrieval Augmented Generation
• RAG retrieval process
• NVIDIA AI Foundations and RAG model components
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5. Mastering Recommender Systems
What you'll learn:
Strategies from Kaggle Grandmasters on building recommendation systems for e-commerce.
Topics Covered:
• 2-stage models
• Candidate generation
• Feature engineering
• Ensembling
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6. Accelerate Data Science Workflows with Zero Code Changes
Learn the advantages of combining CPU and GPU in your workflows.
URL:
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7. Building RAG Agents with LLMs
What you'll learn:
• Scalable deployment strategies for LLMs and vector databases.
• Modern LangChain paradigms for dialog management and document retrieval.
• Using advanced models and steps for production.
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8. Networking Introduction:
What you'll learn:
• Learn about networks and their importance.
• Explore Ethernet basics and data forwarding in Ethernet networks.
• Discuss network components, requirements, OSI model, TCP/IP protocol
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