Applied Singularity Courses

Deploying Deep Learning Models for Inference at Production Scale

Optimize and deploy AI models at scale using NVIDIA TensorRT and Triton Inference Server. Learn production-ready techniques for efficient inference across various platforms and infrastructures.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Multimodal Generative AI: Technology Overview and Business Implications

Explore multimodal generative AI's technology, business applications, and limitations. Gain insights into training, costs, and open-source systems like LLaVA for text, image, and audio processing.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

Hands-on Workshop on ChatGPT and Large Language Models

Explore NLP, LLMs, and GPT architecture. Build LLM solutions with Hugging Face and master prompt engineering in this hands-on workshop.

• YouTube
• 3 hours 31 minutes
• Self-Paced
• Free Video

Deep Dive into ChatGPT: Architecture and Comparison with Bard and LLaMa

Explore ChatGPT's architecture, implementation, and evolution. Compare with Bard and LLaMa. Learn to build tinyGPT. Gain insights into transformers, attention mechanisms, and the GPT family of models.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

ML Observability for Mission-Critical Use Cases

Explore key components and challenges of ML Observability for critical AI deployments, including explainability, monitoring, and risk mitigation. Learn from real-world case studies.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video