Nvidia 8 learning lessons

Here're the 8 essential courses to become skilled in 2024:

---

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.

https://lnkd.in/g2E63sWi

---

2. Generative AI Explained

What you'll learn:

• Generative AI and how it works.
• Various Generative AI applications.
• Challenges and opportunities in Generative AI.

https://lnkd.in/gWREj5w6

---

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

https://lnkd.in/gqvuk8_g

---

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

https://lnkd.in/gvtM3vXh

---

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

https://lnkd.in/gqSqpM7e

---

6. Accelerate Data Science Workflows with Zero Code Changes

Learn the advantages of combining CPU and GPU in your workflows.

URL: https://lnkd.in/gJzRafq2

---

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.

https://lnkd.in/ghvUCnab

---

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

https://lnkd.in/g8JHArA2

---