Strategies to navigate the pitfalls of cloud costs
Here’s a simple solution, although most enterprises don’t understand it: Set clear guidelines and thresholds for scaling operations. This avoids the financial impact of unchecked scaling by continuously reviewing and adjusting policies to align with evolving business needs and budget capabilities. The parameters need to be paired with sound cost governance systems. However, the cloud […]
Read More
Red Hat OpenShift AI unveils model registry, data drift detection
Red Hat has updated Red Hat OpenShift AI, its cloud-based AI and machine learning platform, with a model registry with model versioning and tracking capabilities, data drift detection and bias detection tools, and LoRA (low-rank adaptation) fine-tuning capabilities. Stronger security also is offered, Red Hat said. Version 2.15 of Red Hat OpenShift AI will be […]
Read More
Breaking down digital silos
Shared goals, shared success I run developer relations for MongoDB. My team is filled with engineers who write code and eschew marketing. Yet my team sits within the marketing org. Different companies do this differently, with some developer relations teams housed within the product or engineering groups (as we used to be at MongoDB). But […]
Read More
WSO2 API managers manage AI APIs
Enhancements for WSO2 API Microgateway, a cloud-native, developer-centric decentralized gateway for microservices. The newest version has been updated to align with the latest WSO2 API Manager release for enhanced scalability while maintaining governance, security, and reliability, WSO2 said. gRPC API support for WSO2 API Platform for Kubernetes Gateway, providing capabilities for developers and engineers building […]
Read More
Visual Studio Code previews AI-powered code editing
Microsoft’s Visual Studio Code is previewing Copilot Edits, a feature powered by GitHub Copilot that suggests changes across multiple files in a workspace based on the developer’s prompts. Copilot Edits and other new Copilot-powered capabilities arrive with Visual Studio Code 1.95, also known as the October 2024 version of the code editor. Visual Studio Code 1.95 […]
Read More
Cloud providers make bank with genAI while projects fail
Unfortunately, AI is failing everywhere. The abandonment rate of projects reflects a broader trend of resource misalignment and strategic oversights. The rapid advancements in AI capabilities have been matched by increased complexity and specificity of data requirements. Many organizations need help sourcing and managing high-quality data for successful AI deployments, which has become an obstacle […]
Read More
The machine learning certifications tech companies want
In addition, the certification exam evaluates a candidate’s ability to implement strategies for deploying machine learning models. Finally, candidates are assessed on their ability to build monitoring solutions to detect data drift. Individuals who pass the certification exam can be expected to perform advanced machine learning engineering tasks using Databricks Machine Learning. Google Cloud Professional […]
Read More
Dataframes explained: The modern in-memory data science format
import pandas as pd data = { “Title”: [“Blade Runner”, “2001: a space odyssey”, “Alien”], “Year”: [1982, 1968, 1979], “MPA Rating”: [“R”,”G”,”R”] } df = pd.DataFrame(data) Applications that use dataframes As I previously mentioned, most every data science library or framework supports a dataframe-like structure of some kind. The R language is generally credited with […]
Read More
Overlooked cloud sustainability issues
Cloud sustainability is a funny topic. It’s like dental care; everyone agrees it’s important, but who wants to discuss the particulars? It’s much more fun to talk about the new “shiny keys” of IT: AI and its endless possibilities. Cloud sustainability is so five minutes ago. However, like dental care, ignoring the issues will not […]
Read More
Download the AI in the Enterprise (for Real) Spotlight
Download the November 2024 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World. source
Read More