Using Microsoft Bot in applications and report make them more agile and interactive. there are many ways to use Microsoft Bot. In this posts and the next one, I will explain how to create a Microsoft Bot in Azure and then embed it in your PowerBI and messenger like Facebook messenger or Telegram. How to Read more about Microsoft Bot -Part1: Create a sample[…]
In this post, I am going to share my experiment in how to do file management in ADLS using with R studio environment, So how it works? we able to manage ADLS from Rstudio environment using R scripts, so without accessing the ADLS we able to manage the portal, bring Data from ADLS to R Read more about File Managment in Azure Data Lake Store(ADLS) using R Studio[…]
In the previous posts from Part 1 to 7, I have explained how to do machine learning with Azure ML. I have explained some of the main components in Azure ML that helps us to do data wrangling, train the model, feature selection and evaluating the result. The data cleaning such as SQL transformation, select Read more about Azure ML Part 8- Tune Parameters: Machine Learning Prediction (5)[…]
In the previous Post , I start to do prediction the cancer diagnosis using some laboratory data. I have explained some of the main components for doing the data cleaning such as “SQL Transformation”, “Edit Meta Data”, “Select Columns” and “Missing Values”. In this post I am going to show the rest of data cleaning Read more about Azure ML Part 5: A Machine Learning Prediction scenario (2)[…]
In previous post (https://radacad.com/create-a-live-stream-weather-station-with-cortana-analytics-part-1), I have explained what is Cortana, What is IoT and how to set up the Raspberry pi3. In this post, I will explain the process of connecting weather station sensor to Raspberry Pi. Also, how to send data to the Event Hub and set it up. Get Weather Data For connecting Read more about Live streaming Weather station with Cortana Analytics – Part 2[…]
You’ve seen a number of custom visualizations of Power BI that we’ve used in Power BI online book previously. In this post you will learn through a quick video how SandDance custom visualization of Power BI can be used to visualize clustering result set of an Azure Machine Learning model. In this video I’ll start Read more about Azure Machine Learning with Power BI SandDance Visualization[…]
Sqlbits 2016 was my first SqlBits ever, after few efforts in past few years. This time I managed to go to Liverpool, and meet many friends from UK and Europe who I haven’t met in person before. It was a pleasure to meet you all there. In this post I’ve shared my session slides. I Read more about Slides of My Session at SqlBits 2016: Azure Data Factory vs SSIS[…]
Power BI can connect to many data sources as you know, and Spark on Azure HDInsight is one of them. In area of working with Big Data applications you would probably hear names such as Hadoop, HDInsight, Spark, Storm, Data Lake and many other names. Spark and Hadoop are both frameworks to work with big Read more about Power BI and Spark on Azure HDInsight; Step by Step Guide[…]
Power BI and Power Query can connect to files such as Excel, CSV, text files and on-premises databases such as SQL Server, Oracle, MySQL. Power BI can connect to many data sources on cloud such as Azure SQL Database, Azure SQL Data Warehouse and etc. In this part you will learn how to connect from Read more about Power BI Get Data: From Azure SQL Database[…]
Azure Data Factory has been released as general availability 10 days ago. There has been also an extension for Visual Studio published a little earlier for Data Factory. The good news is that now you can create Azure Data Factory projects from Visual Studio. This is a great step forward in development of Data Factory Read more about Azure Data Factory Templates for Visual Studio[…]