Creating Machine learning Development and Production Environment in Power BI

  There is need to isolate the development and production environment in most of all projects. Setting up these environments help us to deliver a more reliable product to our customers. Machine learning projects also need a development, Test and Production environment. In this post, I am going to show you how we can do ...

Read More

Python Programming-Environment

Python is one of the famous programming languages and it is so common for Machine Learning. It is a multi-purpose language that has been leveraged with the aim of device programming, object-oriented programming, machine learning and so forth. In this post, I will introduce some of the common Python IDE programming environment for the aim of ...

Read More

SlopChart RViz: Power BI Custom Visual

Posted by on Dec 14, 2017 in RVIZ | No Comments

SlopChartRViz SlopChartViz is a custom visual for showing the trend between two times.  There is a possibility to zoom in an zoom out in this chart. This custom visual needs: 1-      First Variable: a group (categorical variable) 2-      Second Variable: Value related to first time 3-      Third Variable: Value related to the second time To ...

Read More

TblChart RViz: Power BI R Custom Visual

Posted by on Dec 14, 2017 in RVIZ | No Comments

TblChartRViz TblChartRViz is a custom visual for showing five variables in one chart. There is a possibility to zoom in and zoom out on this chart. This custom visual needs: 1-      X-axis as the first variable 2-      Y-axis as the second  variable 3-      Color (categorize variable) for the Third axis, which is a legend 4-      ...

Read More

Scatter RViz: Power BI R Custom Visual

Posted by on Dec 14, 2017 in RVIZ | No Comments

ScatterRViz ScatterRViz is a custom visual for showing three variables in one chart. There is a possibility to zoom in and zoom out on the chart. This custom visual needs 1-      X-axis as the first variable 2-      Y-axis as the second  variable 3-      Color (categorize variable) for the third axis To use this chart, you ...

Read More

Decision Tree: Power BI- Part 2

In the last Part, I have talked about the main concepts behind the Decision Tree. In this post, I will show how to use decision tree component in Power BI with the aim of Predictive analysis in the report. in next post, I will explain how to fetch the data in Power Query to get a dynamic ...

Read More

Decision Tree: Concepts- Part 1

A decision tree is one of the main approaches to machine learning. it is a really powerful tool for the aim of Prediction Descriptive analysis and feature selection In this post, I am going to show how decision tree works. In the future posts, I will show you some of the main algorithms for decision tree ...

Read More

Azure ML workbench-Data Wrangling -Part 3

In the last posts, I have explained how to install Azure ML workbench and how to run a sample and check the accuracy. In this post, I am going to show how to do data wrangling using Azure ML workbench. Just click on the left menu, on the database icon. There are 2 separate groups ...

Read More

Azure ML workbench- Installation-Part 1

In Microsoft ignite 2017, Azure ML team announce new on-premises tools for doing machine learning. this tools much more comprehensive as it provides 1- a workspace helps data wrangling 2- Data Visualization 3-Easy to deploy 4-Support Python codes in this post and next posts, I will share my experiment with working this tools. first I got ...

Read More