Before You Scale the AI, Fix the Evaluation
Once an AI system makes measurable decisions in production, evaluation decides whether you can trust it. Five learning outcomes on metrics, operating points, and the handoffs between ML and generative AI.
Tag
Machine-Learning
A 150B MoE on a Developer Laptop: An Upper Bound on What Faster Storage Buys You
18 minutes
A 150-billion-parameter mixture-of-experts model streamed from NVMe on an ordinary developer laptop with no usable GPU. Across a 200-token …
Hot or Hype: Episode 1 - AI-Driven Predictive Analytics
2 minutes
Is AI-driven predictive analytics the future of business intelligence or just another overhyped trend? In this episode of Hot or Hype, we …
Ray and Vertex AI, Let’s Get Hands On
11 minutes
Discover how combining Ray and Vertex AI creates a complete solution for scalable AI. Our team takes a look at training, deployment, and …
Best Practices for Scaling AI Models in the Enterprise
5 minutes
Thoughts on best practices for scaling AI models with cloud computing, including MLOps, cost optimization, and industry-specific use cases …
Unlocking AI Potential by Accelerating Adoption with Cloud Services
7 minutes
How cloud platforms close the gap between AI experiments and production capability, with elastic compute, managed data services, and …
Uncovering Hidden Biases in AI Datasets
4 minutes
Strategies for detecting and mitigating bias to ensure fairness and equity in artificial intelligence.
Guarding Machine Learning Models: The Role of Generative AI in Cybersecurity
4 minutes
Generative AI can be employed as a powerful defense tool, enhancing robustness and resilience against various attack vectors.
An Approach to Generative AI
5 minutes
Implementing Zero Trust for containers can help organizations secure their dynamic containerized environments and minimize the risk of …
Sakura CTO Speaks at Cybersecurity Symposium 2018 (CSS2018)
2 minutes
Andrew Stevens, CTO of Sakura Sky, will be presenting at CSS2018.
Machine Learning Monday
1 minute
If you are interested in TensorFlow, Scikit-learn, Spark MLlib, Mahout, Google Cloud CloudML, PyTorch, or something else, please join us and …
Data Analysis with Python
2 minutes
After completing this course, students will be able to use Python and key libraries to manipulate data.
The Beginners Guide to TensorFlow
2 minutes
This course will show you how to build deep learning applications using TensorFlow