by Phil Basford | Sep 27, 2022 | Amazon, Machine Learning
I worry about inference a lot. This is the term that covers the process that makes predictions from a machine learning model(s). While working on customer projects, I come across different types of inference: High throughput and low latency (real time)Low throughput... 
by Jade McFarland | Aug 25, 2022 | Big data
When it comes to next-generation data processing architectures, there’s still a lot of innovation going on. It’s great to see the advancements being made to enhance, simplify and democratise the use of data. One technology we’ve seen gaining great traction over... 
by Alex Kearns | Aug 8, 2022 | Machine Learning, MLOps
There is a massive buzz around MLOps in the industry at the moment. Many businesses are finding that they have Machine Learning (ML) models already built in-house but do not know how to take these models to the next level with regards to making them... 
by Robin Meehan | Apr 25, 2022 | Big data, Machine Learning
The following article is adapted from our new report, “Time for Industry 4.0: The nest stage in the data revolution”. Download a copy of the report here. —– Manufacturers around the world face many challenges in the coming years, from the... 
by Phil Basford | Mar 11, 2022 | Amazon, Machine Learning
A Feature Store is useful tool to help manage Features used by Machine Learning models. I discussed in my previous blog the challenges related to Feature management, how to curate them and the desirable capabilities of a Feature Store. In this blog I will build upon... 
by Phil Basford | Feb 11, 2022 | Big data, Machine Learning
Let me tell you a secret – the art of machine learning is not about data (although lots of people say that it is). Data itself is the raw material input for machine learning, especially for supervised learning or deep learning. The secret of machine learning is... 
by Jade McFarland | Feb 2, 2022 | Amazon, Company, Press
At Inawisdom, Amazon Web Services (AWS) is integral to our business. As an AWS Premier Partner, our team are committed to being AWS experts and employ AWS capabilities in every solution we deliver. That’s why we’re exceptionally pleased to have added a new AWS service... 
by Robin Meehan | Jan 25, 2022 | Amazon
There were a LOT of announcements at re:invent 2021 – nothing new in that. Standard practice in the New Year at Inawisdom is to go through a process of digesting them in a bit more depth than is possible during the hubbub of the event. As part of this I had a quick... 
by Robin Meehan | Nov 24, 2021 | Machine Learning
A rare event! Last night, I attended the London MLOps meetup in person, something that has not been possible for getting on for two years. Despite a massive run from IT folk on a limited supply of pizza (clearly making up for lost time!), it was great to get... 
by Jade McFarland | Nov 18, 2021 | Machine Learning
When AI first came on the scene, only those businesses with cutting-edge tech agendas and well-resourced global enterprises had the budgets, skillsets and breadth of data needed to truly take advantage of it. Fortunately, as technology and best practice has developed,...