1. Generative AI Explained: https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-07+V1
   • Generative AI and how it works.
   • Various Generative AI applications.
   • Challenges and opportunities in Generative AI

2. Building A Brain in 10 Minutes: https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-FX-01+V1

• Exploring how neural networks use data to learn
• Understanding the math behind a neuron

3. Augment your LLM with Retrieval Augmented Generation https://courses.nvidia.com/courses/course-v1:NVIDIA+S-FX-16+v1/

• Basics of Retrieval Augmented Generation
• RAG retrieval process
• NVIDIA AI Foundations and RAG model components

4. AI in the Data Center: https://www.coursera.org/learn/introduction-ai-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.

5. Accelerate Data Science Workflows with Zero Code Changes: https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-DS-03+V1

• Learn benefits of unified CPU and GPU workflows
• GPU-accelerate data processing and ML without code changes
• Experience faster processing times

6. Mastering Recommender Systems: https://www.classcentral.com/course/youtube-grandmaster-series-mastering-recommender-systems-184298

• Strategies from Kaggle Grandmasters on building recommendation systems for e-commerce.
• Cover 2-stage models, candidate generation, feature engineering, and ensembling.

7. Networking Introduction: https://www.coursera.org/learn/introduction-to-networking-nvidia

• Learn about networks and their importance.
• Explore Ethernet basics and data forwarding in Ethernet networks.
• Discuss network components, requirements, OSI model, TCP/IP protocol

8. How to Perform Large-Scale Image Classification:

https://www.classcentral.com/course/youtube-grandmaster-series-how-to-perform-large-scale-image-classification-130184

• Learn large-scale image classification
• Cover challenges, modeling techniques AND validation strategies.

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