“The customer draws the AI roadmap at American Express (Amex), at least according to two of the company’s top AI leaders. ‘We were looking to apply machine learning and advanced analytics to create frictionless and seamless customer experiences.’ Contextual search is rising as a use case for natural language processing (NLP), which is booming overall….
Tag: ML
Andrew Ng To Kickstart A New Generation Of AI
“Nearly 90 percent of ML models built globally are never brought to light, primarily because they cannot adjust to the variety of information available in real-world applications. The solution Andrew Ng has proposed is to put aside the architecture of an AI model and focus on what it is working with, i.e. the data. By…
Apple’s free upgrades are Inviting you into the Metaverse: iOS15 – macOS Monterey & iPadOS15
“The acceleration in AI application, machine learning, and converging use cases for all communications tech has created a situation where the entry-portal to the emerging metaverse is already here. iOS15, previewed this week at the WWDC2021 is rolling out literally dozens of new features, many based on machine learning, neural networks and AI that propose…
The Machine Learning Process in 7 Steps
“In chronological order, here are the main steps. Sometimes it is necessary to recognize errors in the process and move back and start again at an earlier step. This is by no mean a linear process, but more like trial and error experimentation. Defining the proble Defining goals Collecting the data. Exploratory data analysis. The…
Graphs as a foundational technology stack: Analytics, AI, and hardware
“According to Eifrem, Gartner analysts are seeing explosive growth in demand for graph. Back in 2018, about 5% of Gartner’s inquiries on AI and machine learning were about graphs. In 2019, that jumped to 20%. From 2020 until today, 50% of inquiries are about graphs. Google’s PageRank is probably the best-known graph algorithm, helping score…