NVIDIA just released free online courses.
No payment required.
Here are best courses you don't want to miss in 2024:↓
1. Generative AI Explained:
Learn how it works, its applications, challenges, and opportunities.
courses.nvidia.com/courses/course-v1:DLI+S-FX-07+V1/
2. Building A Brain in 10 Minutes
Learn about how neural networks use data to learn and the math behind a neuron.
courses.nvidia.com/courses/course-v1:DLI+T-FX-01+V1/
3. Augment your LLM with Retrieval Augmented Generation:
Learn about RAG basics, retrieval process, and NVIDIA AI Foundations.
courses.nvidia.com/courses/course-v1:NVIDIA+S-FX-16+v1/
4. AI in the Data Center
Learn about AI use cases, GPU architecture, deep learning frameworks, and deployment.
coursera.org/learn/introduction-ai-data-center
5. Accelerate Data Science Workflows with Zero Code Changes:
Learn about unified CPU and GPU workflows, GPU-accelerated data processing, and faster processing times.
courses.nvidia.com/courses/course-v1:DLI+T-DS-03+V1/
6. Mastering Recommender Systems:
Learn strategies from Kaggle Grandmasters for e-commerce recommendations.
Cover 2-stage models, candidate generation, feature engineering, and ensembling.
classcentral.com/course/youtube-grandmaster-series-mastering-recommender-systems-184298
7. Networking Introduction:
Learn about networks, Ethernet basics, data forwarding, network components, OSI model, and TCP/IP protocol.
coursera.org/learn/introduction-to-networking-nvidia
8. Perform Large-Scale Image Classification:
Learn about challenges, modeling techniques, and validation strategies in large-scale image classification.
classcentral.com/course/youtube-grandmaster-series-how-to-perform-large-scale-image-classification-130184
9. Building RAG Agents with LLMs:
Learn about scalable deployment, LangChain paradigms, and advanced models for production.
courses.nvidia.com/courses/course-v1:DLI+S-FX-15+V1/
10. Getting Started with AI on Jetson Nano:
You will learn how to:
- Set up Jetson Nano and camera
- Collect image data
- Annotate data
- Train a neural network
- Run inference
courses.nvidia.com/courses/course-v1:DLI+S-RX-02+V2/
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