ROC (Receiver Operation Characteristics) – curve is a graph that shows how classifiers performs by plotting the true positive and false positive rates. It is used to evaluate the performance of binary classification models by illustrating the trade-off between True…
Blog Archives
Data science with Microsoft Fabric – Plotting ROC curve and distribution of scores
Tagged with: ai, artificial-intelligence, data science, Distributions, Fabric, machine learning, Microsoft Fabric, Python, R, Spark
Posted in Azure Machine Learning, Fabric, R, Spark
Posted in Azure Machine Learning, Fabric, R, Spark
Data engineering functions on large datasets in Microsoft Fabric
Data engineering and even simple data wrangling functions in Fabric can make several tasks faster, when you know know, which package (language) to choose. By comparing Python Pandas with PySpark Pandas (Koalas), we will see that there are huge performance…
Tagged with: data analysis, data science, Fabric, machine learning, Microsoft Fabric, pandas, Python, Python Pandas, Spark
Posted in Fabric, Spark
Posted in Fabric, Spark
Advent of 2023, Day 25 – Learning paths, materials, and documentation on Microsoft Fabric
In this Microsoft Fabric series: To wrap up the series, let’s check the material available online, for you to continue learning, exploring and enjoying Microsoft Fabric. The official website: https://www.microsoft.com/en-us/microsoft-fabricMicrosoft Learn: https://learn.microsoft.com/en-us/fabric/Training path: https://learn.microsoft.com/en-us/training/Github: https://github.com/MicrosoftDocs/fabric-docs/tree/mainFabric Community: https://community.fabric.microsoft.com/ Youtube channel –…
Tagged with: Azure, Data engineering, data science, Fabric, Microsoft Fabric, Power BI
Posted in Fabric, Power BI
Posted in Fabric, Power BI
Advent of 2023, Day 24 – OneLake in Fabric
In this Microsoft Fabric series: OneLake comes automatically with every Microsoft Fabric tenant and represents a single, logical data lake. Its main features are its unification and one copy of data across the organization and multiple analytical engines. OneLake is…
Tagged with: Azure, Data engineering, data science, datalake, Fabric, Microsoft Fabric, Power BI
Posted in Fabric, Power BI
Posted in Fabric, Power BI
Advent of 2023, Day 23 – Admin Portal in Fabric
In this Microsoft Fabric series: Admin portal serves purpose for governing and setting the Microsoft Fabric, where you can make tenant settings, also access the Microsoft 365 admin portal, and control how users interact with Microsoft Fabric. To access the…
Tagged with: Azure, data science, Fabric, Jupyter Notebook, Microsoft Fabric, Power BI
Posted in Fabric, Power BI
Posted in Fabric, Power BI
Advent of 2023, Day 22 – Apps in Fabric
In this Microsoft Fabric series: Apps are collections of dashboards and reports in one easy-to-find place. Go to Apps and click on “Get Apps”. Click the Microsoft Fabric Capacity Metrics tile, click on “get it” and later click on “install…
Tagged with: Azure, data science, Fabric, Jupyter Notebook, Microsoft Fabric, Power BI
Posted in Fabric, Power BI, Uncategorized
Posted in Fabric, Power BI, Uncategorized
Advent of 2023, Day 21 – Monitoring workspaces with Fabric
In this Microsoft Fabric series: Monitoring workspaces, executions and checking logs is so quintessential, that one should get familiarized with this in the first place. Monitoring Hub The easy way to check, view and track your activities and execution and…
Tagged with: Azure, data science, Fabric, Jupyter Notebook, Microsoft Fabric, Power BI
Posted in Fabric, Power BI
Posted in Fabric, Power BI
Advent of 2023, Day20 – Working with notebooks in Fabric
In this Microsoft Fabric series: Notebooks have been around for a long time and people, community, and professionals have proven the usability, practicality, versioning and reliability of notebooks. Not to mention the clarity and hygiene. But opinions are also divided.…
Tagged with: Azure, data science, Fabric, Jupyter Notebook, Microsoft Fabric, notebooks, Power BI, T-SQL
Posted in Fabric, Spark
Posted in Fabric, Spark
Advent of 2023, Day 19 – Event streaming with Fabric
In this Microsoft Fabric series: In Fabric, you can create streaming semantic model and when selecting you will get the usual sources: Differences are explained here: Once we create a PubNub API and use the following key and channel name…
Tagged with: Azure, data science, Fabric, Microsoft Fabric, Power BI, T-SQL
Posted in Fabric, Power BI, Uncategorized
Posted in Fabric, Power BI, Uncategorized
Advent of 2023, Day 18 – Exploring Power BI in Microsoft Fabric
In this Microsoft Fabric series: We have created a Power BI report directly from the datalake and today we will check how to do same with dashboard and paginated reports. Select new “Paginated report”. Select a data we want to…
Tagged with: Azure, data science, data warehouse, Fabric, Microsoft Fabric, Power BI, T-SQL
Posted in Fabric, Power BI
Posted in Fabric, Power BI
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TomazTsql 