As data science and analytics teams continue to feel pressure to deliver more value from analytics, many organizations still struggle with the processes and technology required to deploy models into production and more rapidly make data-driven decisions. When evaluating how to best undertake these activities, organizations should consider an important distinction to determine … [Read more...] about Human or Machine? Two Paths for Deploying Analytics
governance
How to Control AI that Becomes Too Advanced?
Artificial Intelligence is rapidly becoming more advanced. One of the organisations working on AI is OpenAI; the not-for-profit artificial intelligence research organisation co-founded by Elon Musk. Last week, they produced a paper demonstrating the progress they have made on predictive text software. The AI that they developed, called GPT2, is so efficient in writing a text … [Read more...] about How to Control AI that Becomes Too Advanced?
MDM ThinkLab (Master Data Management, Conference, Europe)
"Building the Foundations for the'Digital Transformation Age" In its'5th edition, the'MDM ThinkLab'is set to continue its exploration journey in Master Data, bringing up best practices from the start of the journey to a'continuous process improvement mindset. Data Quality'as a prerequisite for further'Digital Transformation,'as well as Master Data Governance, … [Read more...] about MDM ThinkLab (Master Data Management, Conference, Europe)
The Achille’s Heel Of Artificial Intelligence
In a previous blog, I discussed how Artificial Intelligence (AI) today merely has specific intelligence as opposed to generalized intelligence. This means that an AI process can appear quite intelligent within very specific bounds yet fall apart if the context in which the process was built is changed. In this blog I will discuss why adding an awareness of context into an AI … [Read more...] about The Achille’s Heel Of Artificial Intelligence
Why Inconsistent Definitions Wreak Havoc On Analytics
Everyone who has lived within the world of analytics has seen cases where different parts of a business have made use of slightly differing definitions of core business metrics. Sometimes these differences lead to only minor and non-material disagreement. At other times, the differences in definition can cause massive divergence of reported results and related actions … [Read more...] about Why Inconsistent Definitions Wreak Havoc On Analytics
