Automating machine learning with SQL Server 2019

By Leila Etaati
Machine learning is a powerful tool for making predictions based on data. With a plethora of models and approaches available to choose from, simply knowing where to begin can be a project in itself. Data scientists can spend a significant amount of time configuring, Read more about Automating machine learning with SQL Server 2019

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

Azure ML services have been introduced for a while, however in the last Microsoft Build, the visual interface of azure ml service has been introduced that has so much similarity to Azure ML Studio. however there are some differences between them as the created experiment in visual interface can be shown in the Assets section as Read more about New component of Azure ML Service – Visual Interface

Key Influencers visual is now generally available ( no preview ), so having an updated version of the Power BI desktop, it is no more a preview feature. This visual is a good one for analysing the data. as I have explained in the post about it ( see here). Now let’s see some other features Read more about Some of Key Influencers Visual Features

As I mentioned in the last post, I want to create a workflow that I can easily scan evaluations forms, extract the values in the forms and then able to put them in another folder, so I can access them via Power BI to analyze the evaluations. In the first post, I create my form Read more about Form Processing Workflow with AI Builder- Part 2

Another exiting new update in AI Builder is Form Processing. With for Processing you able to train the model with forms you have and AI builder able to detect each session of the form and the related values. This feature is so exiting form as for 5 years I am one of the organizer of Read more about Form Processing Work flow- Create Form Processing Model Part 1

As I mentioned in the post, Azure Notebooks is a combination of the Jupyter Notebook and Azure. There is a possibility to run your own python, R and F# code on Azure Notebook. In post series, I will share my experience working with Azure Notebook. First, in this post, I will share my first experience of working with Read more about Prediction Model in Azure Notebooks using Python: a Sample Project by Microsoft

Azure ML Services has a new component that has been announced a couple of months ago, named Automated Machine Learning. I already started to write about Azure ML Services and Automated ML specifically recently ( which will continue 🙂 ). In Post one to 4 you can find all discussions ( Post 1, Post 2, Post Read more about Azure Automated Machine Learning- Part 5