Recently, I did a presentation at a conference, and the topic was non-technical, unlike many other presentations that I do. I thought it would be helpful for you all to know about it, as I spent some time and gathered some information about it combined with the experiences I had with some of my customers. Read more about Building a Data Analytics Team in this golden era of technology[…]
Working With Azure ML workspace can be more flexible with Azure ML SDK. In this section, we are going to see how to set a workspace via AzureML SDK inside Notebook. in summary how to access the config file for the Azure ML workspace will be shown, and how to set a new workspace with Read more about How to set Workspace inside Azure ML SDK[…]
Anomaly detection is one of the popular topics in machine learning to detect uncommon data points in the datasets. For example, in a greenhouse, the temperature and other elements of the greenhouse may change suddenly and impact the plant’s health situation. Identifying the anomaly data in a credit card transaction, or in health data received Read more about Anomaly Detection in Power BI[…]
Another service to Microsoft Cognitive Text Analytics API is Text Analytics API, which is about Entity Linking, and Named Entity Recognition (NER). Entity Linking: Entity Linking able to identify the disambiguate the identity of an entity found in the text (for example, determining whether an occurrence of the word Mars refers to the planet, or Read more about Text Entity Extraction in Power BI, Text Analytics Service[…]
In the last post, I have explained how to work with Q&A visual . There is a way to define terms for the Q&N visual. There are two main terms Adjective Define an explanation for a column using a Measure. We able to define a measure as adjective for each columns of data. Columns Define Read more about Q&A Visual – Define an Adjective for a Column[…]
In this short blog, I am going to show how amazing the text recognizer works in Power Apps and AI Builder. That is one of the new features we have. First, log into to Power Apps with AI Builder features. Then click on the Ai Builder in the left panel and choose the Build, Next Read more about Text Recognizer with AI Builder[…]
In the last Post, I will explain how to analyze a JSON file that has been generated in the Sentiment Analysis process . some explanation, this is a JSON file that contains the sentiment analysis for the comments one traveler put on the hotel website as below The suite was awesome. We did not have Read more about Analyse the JSON File with Power Query[…]
In the last two posts, I have explained how to use AI Builder with Microsoft Automate (Flow), to do the form processing. In the first post, how to set up AI Builder has been explained, next in the second one how to use Power Automate to detect the fields in a form has been shown. Read more about Form Processing Workflow with AI Builder- Data Transformation with Power BI- Part 3[…]
I am excited about this blog post, this is based on the New service in Cognitive Service name “Anomaly Detection” which is now in Preview. I recorded a video about how it works in cognitive service https://youtu.be/7ZOtZDbn6gM. However, I am going to talk about how to use it in Power BI. In this post first, a Read more about Time Series Anomaly Detection in Power BI using Cognitive Service and Power Query[…]
There are always many questions about a cheat sheet to shows the existing capability for doing AI and ML in Power BI service and Desktop. In the above chart, I have summarized the capability of doing AI and ML in Power Service and Desktop for each role. I have identified three main roles in Read more about Overview of Available AI and ML capabilities in Power BI[…]