Ingmar's digital home. About AI, IT and other stuff.
An AI strategy is a plan for how an organization will use artificial intelligence to achieve its goals. It fits into a business strategy by identifying specific business problems that AI can help solve, and outlining the steps that will be taken to implement AI solutions. The AI strategy also fits into an IT strategy…
At the end of 2022 ChatGPT made its way into the news and created a lot of fuzz. The reason was, that OpenAI, the company behind ChatGPT, developed a new frontend for its generative learning model GPT-3. GPT-3 was being released one year earlier and has already been the largest model ever created. It was…
First of all, Deep learning is a subfield of machine learning that involves using neural networks to build models that can process and make predictions on data. These neural networks are typically composed of multiple layers, with the first layer receiving input data and each subsequent layer building on the previous one to learn increasingly…
TensorFlow is a powerful open-source tool funded by Google, that can help HR departments in a variety of ways. At its core, TensorFlow is a machine learning platform that allows users to build and train complex models using large amounts of data. This ability to process large amounts of data quickly and accurately makes TensorFlow…
Data governance and AI are two important concepts that are closely related and can work together in an enterprise to improve the efficiency and effectiveness of business operations. Let me lay out, why there’s no AI powered process without proper data Governance (DG): What is data Governance? At a high level, data governance refers to…
AI services like Azure, TensorFlow, and Comprehend are becoming increasingly popular among enterprises, as they offer a wide range of benefits. These services can be used to improve workflow automation, allowing businesses to streamline their processes and make them more efficient. One of the key ways in which AI services can work together with enterprise…
When you start adding AI services, python is handy to help with simple connection tools. Today: boto3 This is the simple connect I wrote, you can also get it on my github: Its simple an straight forward. To get it up and runninf have the follwoing prerequsitites in place:
There are several open source AI model tools available, each with its own unique features and capabilities. Some of the most popular options include TensorFlow, Keras, PyTorch, and scikit-learn. TensorFlow is a powerful open source library for deep learning, developed by the Google Brain team. It allows users to build and train complex neural network…
In the process of applying AI to business-usecases, one has to consider two different learning algorithms, which perform significantly better in their specific area: Let’s dig a bit deeper into this: Machine learning and deep learning are two subfields of artificial intelligence (AI), with deep learning being a subset of machine learning. While both technologies…
What is AI Enterprise Architecture and how can enterises benefit from it.