There are many great free resources available online to learn about artificial intelligence (AI). Here are a few options to get you started:pen_spark
1. Generative AI Explained
Link : https://courses.nvidia.com/courses/course-v1:DLI+S-FX-07+V1/
- Generative AI and explain how Generative AI works.
- Various Generative AI applications.
- Challenges and opportunities in Generative AI
2. Building A Brain in 10 Minutes
- Exploring how neural networks use data to learn
- Understanding the math behind a neuron
Link : https://courses.nvidia.com/courses/course-v1:DLI+T-FX-01+V1/
3. Augment your LLM with Retrieval Augmented Generation
- Basics of Retrieval Augmented Generation
- RAG retrieval process
- NVIDIA AI Foundations and RAG model components
Link : https://courses.nvidia.com/courses/course-v1:NVIDIA+S-FX-16+v1/
4. AI in the Data Center
- AI use cases, Machine Learning, Deep Learning, and their workflows.
- GPU architecture and its impact on AI.
- Deep learning frameworks, and deployment considerations.
Link : https://www.coursera.org/learn/introduction-ai-data-center
5. Accelerate Data Science Workflows with Zero Code Changes
- Learn benefits of unified CPU and GPU workflows.
- GPU-accelerate data processing and ML without code changes.
- Experience faster processing times
Link : https://courses.nvidia.com/courses/course-v1:DLI+T-DS-03+V1/
6. Networking Introduction
- Learn about networks and their importance.
- Explore Ethernet basics and data forwarding in Ethernet networks.
- Discuss network components, requirements, OSI model, TCP/IP protocol
Link : https://www.coursera.org/learn/introduction-to-networking-nvidia
7. How to Perform Large-Scale Image Classification
- Learn large-scale image classification.
- Cover challenges, modelling techniques AND validation strategies.
8. Building RAG Agents with LLMs
- Scalable deployment strategies for LLMs and vector databases.
- Modern LangChain paradigms for dialog management and document retrieval.
- Using advanced models and steps for production.
Link : https://courses.nvidia.com/courses/course-v1:DLI+S-FX-15+V1/
