Before machine learning, we need to go through two main processes: Data preparation and Data wrangling. Data preparation is about the collecting data from resources, integrate and load data in one resource, that is so like ETL (extract, transform, and load process) [2]. According to [2], Data wrangling is when we loaded the data and Read more about Data Wrangling in Power Query[…]
In the last post, I have explained how we can create a function with the aim of parametrising the machine learning process. In this post, I am going to explain how we able to create a Development and Production environment. Create Different Environment in Power Query to create a new environment, In power query, I Read more about Creating Machine learning Development and Production Environment in Power BI-Part2[…]
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 about Creating Machine learning Development and Production Environment in Power BI[…]
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 about Python Programming-Environment[…]
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 about Decision Tree: Power BI- Part 2[…]
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 about Azure ML workbench-Data Wrangling -Part 3[…]
In the last post, I have shown how to install the Azure ML workbench. Also, I have shown an example of classification problem with iris data how to load it and run it I run the code on the local computer. as you can see in the below picture, the physical place is “local”, there is Read more about Azure ML workbench-Run Model-Part 2[…]