- Including ModelOps in your AI strategy - Aug 9, 2021.
The strategic power of AI has been established thoroughly across many industries and companies, leading to surges in model creation. Investments in the people, processes, and tools for operationalizing models, referred to as ModelOps, lag. This function of operationalizing, integrating, and deploying AI models in line with businesses value expectations is growing into a core business capability as global use of AI matures.
AI, ModelOps, Strategy
- Strategies of Docker Images Optimization - Oct 8, 2020.
Large Docker images lengthen the time it takes to build and share images between clusters and cloud providers. When creating applications, it’s therefore worth optimizing Docker Images and Dockerfiles to help teams share smaller images, improve performance, and debug problems.
Docker, Optimization, Sciforce, Strategy
- Scaling Your Data Strategy - Mar 17, 2020.
This article presents a particular vision for a cohesive data strategy for addressing large-scale problems with data-driven solutions, based on prior professional experiences.
Data Science, Scalability, Strategy
- What’s the Best Data Strategy for Enterprises: Build, buy, partner or acquire? - Jul 22, 2019.
Every large organization is investing heavily in building data solutions and tools. They are building data solutions from scratch when they could be taking advantage of readily available tools and solutions. Many organizations are re-inventing the wheel and wasting resources.
Acquisitions, Enterprise, Implementation, Open Source, Strategy
- Data Science Strategy Safari: Aligning Data Science Strategy to Org Strategy - Nov 26, 2018.
The title of this post is derived by drawing inspiration from Mintzberg’s seminal work. In this post, I am attempting to take you on a safari through the data science strategy formulation process.
Business, Data Science, Strategy
- Thinking About Analytics Readiness - Jun 16, 2016.
This article touches upon an important but under-discussed topic of analytics readiness, including whether and when organizations should engage in analytics.
Analytics, Analytics Strategy, Culture, Strategy
- Interview: Eli Collins, Cloudera on Evolution and Future of Big Data Ecosystem - Feb 2, 2015.
We discuss the change in Big Data priorities, risks, Big Data ecosystem, rise of data culture in organizations, challenges, advice and more.
Advice, Big Data, Cloudera, ecosystem, Eli Collins, Strategy, Trends, Vendors
- Big Data Strategy: Datafication - Jun 5, 2014.
Datafication of everything enables new ways of creating value and becoming more competitive. Oracle Big Data Strategist Paul Sonderegger explains.
Datafication, Las Vegas-NV, Oracle, Paul Sonderegger, Strategy
