Prediction Model in Azure Notebooks using Python: a Sample Project by Microsoft

As I mentioned in Post, Azure Notebooks is 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 Automated Machine Learning- Part 5

  Azure ML Services has a new component that has been announced a couple of months ago, name Automated Machine Learning. I already start 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[…]

Azure data Bricks – Part2

In the last post, I have explained how to work with Azure Databricks. In this post, I will show: 1- Upload data in Azure data Lake Store 2- get data from Azure Data Lake Store into Azure Data Bricks 3-clean Data with Scala language 4- visualizes with R language 5- Predictive Analysis with R In Read more about Azure data Bricks – Part2[…]

Azure data Bricks – Part1

Databricks is an analytics service based on the Apache Spark open source project. Databricks has been used for ingesting a significant amount of data. In February 2018, there is integration between Azure and Databricks. This integration provides data science and data engineer team with a fast, easy and collaborative spark-based platform in Azure [1]. Azure Read more about Azure data Bricks – Part1[…]

R In Azure Data Lake- Part1- Sample Data

Azure Data Lake store is one of the components in Microsoft cloud, that helps the developers, data scientists and analyst to store any data size, shape, and speed. Azure Data Lake is optimized for processing large amounts of data; it provides parallel processing with optimum performance. In Azure data lake we can create hierarchy data Read more about R In Azure Data Lake- Part1- Sample Data[…]

Road Map to use Microsoft ML tools

I normally work with most of the Microsoft tools for the aim of doing machine learning. I came up with a roadmap that shows what option for machine learning we have with Microsoft tools in Data Platform. this roadmap is not completed yet, I need to update it one later with some tools such azure Read more about Road Map to use Microsoft ML tools[…]

R Chart into SSRS (ggplot2 package in SQL Server 2017)-Part 2

“In the last post, you have seen how we can create a chart by importing data from SQL Server 2017. By doing this, we have a reliable code for drawing chart. Now, we sure our codes work fine, we can put the codes in SQL Server 2017. In this post, I am going to show Read more about R Chart into SSRS (ggplot2 package in SQL Server 2017)-Part 2[…]

Run R codes in Azure ML

  There is a possibility to run R codes and Python in Azure ML.  In this short post, I am going to show you how we can run an R codes to show some charts in Azure ML with ggplot2 package. I have a dataset about the dairy product in the USA. this dataset holds Read more about Run R codes in Azure ML[…]

Data Wrangling in Power Query

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[…]

Business Understanding for Machine Learning – Predictive and Prescriptive Analysis

  In the last Post, the explanation about machine learning and what is descriptive analysis has been provided. In this post, I am going to provide some overview of the Predictive and Prescriptive analysis Predictive Analysis Another analysis in machine learning in predictive analysis. Predictive analysis is about supervised learning. That means we want to Read more about Business Understanding for Machine Learning – Predictive and Prescriptive Analysis[…]