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Hack Together Wrap Up - How to submit and get ready for Fabric Community Conference

Hack Together Wrap Up - How to submit and get ready for Fabric Community Conference

You've hacked, you've learned, you've created! Now it's time to wrap-up and submit your awesome AI projects for the Microsoft Fabric AI Hack Together. In this session, we'll show you how to submit your project details, code, and demo video. We'll also give you some tips on how to prepare for the Fabric Community Conference, where you can continue the fun, network with other hackers in-person, and connect with Fabric experts from around the world. Don't miss this chance to celebrate your achievements and join the Fabric AI community! #HackTogether #MicrosoftFabric
2024年03月01日
00:00:00 - 00:00:00
Create, Evaluate, and Score a Churn Prediction Model

Create, Evaluate, and Score a Churn Prediction Model

Are you interested in learning how to create, evaluate, and score a churn prediction model in Microsoft Fabric? In this webinar, we'll present an end-to-end example of a Synapse Data Science workflow in Microsoft Fabric. The scenario builds a model to predict whether or not bank customers churn. The churn rate, or the rate of attrition, involves the rate at which bank customers end their business with the bank. This tutorial covers these steps: Install custom libraries Load the data Understand and process the data through exploratory data analysis, and show the use of the Fabric Data Wrangler feature Use scikit-learn and LightGBM to train machine learning models, and track experiments with the MLflow and Fabric Autologging features Evaluate and save the final machine learning model Show the model performance with Power BI visualizations #HackTogether #MicrosoftFabric
2024年02月28日
00:00:00 - 00:00:00
Building RAG Application on Microsoft Fabric & Azure Open AI

Building RAG Application on Microsoft Fabric & Azure Open AI

Do you want to build a RAG application that can answer any question you ask? Then join us for this workshop, where we'll show you how to use Microsoft Fabric and Azure Open AIto create a powerful question answering system. RAG stands for Retrieval-Augmented Generation, a technique that combines retrieving relevant documents from a large corpus and generating natural language answers from them. You'll learn how to use Fabric AI to access and process the documents, and how to use Azure Open AI to fine-tune and deploy your RAG model. By the end of this workshop, you'll be able to ask any question and get a smart, accurate, and concise answer from your RAG application! #HackTogether #MicrosoftFabric
2024年02月23日
00:00:00 - 00:00:00
Building a Custom Object Detection Model on Microsoft Fabric with Snapshot Serengeti Dataset

Building a Custom Object Detection Model on Microsoft Fabric with Snapshot Serengeti Dataset

Have you ever wondered how to make sense of large-scale and complex data sets? In the world of wildlife research, scientists face the challenge of analyzing millions of images captured by camera traps to study the diversity of wildlife in different ecosystems. But how do they handle such vast amounts of data and extract meaningful insights? This workshop, dives into the fascinating world of data analytics using Microsoft Fabric and explore how it can be used to analyze the Snapshot Serengeti dataset. The workshop will take you through the entire process of building an end-to-end data analytics solution, including loading the data into a Lakehouse, exploring the data using SQL, visualizing the data using Power BI, and even training a machine learning model. #HackTogether #MicrosoftFabric
2024年02月21日
00:00:00 - 00:00:00
Fabric AI Hack Together Kickoff: Ready, Set Hack: Do more with AI in Microsoft Fabric

Fabric AI Hack Together Kickoff: Ready, Set Hack: Do more with AI in Microsoft Fabric

Get ready for the Fack AI Hack Together event! We're calling all Data/AI Enthusiasts and Data/AI practitioners to join us for the kick-off event where we will give background on the challenge, provide links to get started, and give you a preview of what's to come in our upcoming Fabric AI Hack Together Workshops! Plus, you'll get to meet other hackers, mentors, and experts who will help you along the way. Come with ideas or come for inspiration, we'd love to hear what you're planning to build! #HackTogether #MicrosoftFabric
2024年02月16日
00:00:00 - 00:00:00
Learn Together: Administer Microsoft Fabric

Learn Together: Administer Microsoft Fabric

Full series information: https://aka.ms/learnlive-microsoft-fabric-wave-1 More info here: https://aka.ms/learnlive-microsoft-fabric-wave-1-Ep109 Follow on Microsoft Learn: - Complete the Learn module: https://aka.ms/learnlive-20240208A Microsoft Fabric is a SaaS solution for end-to-end data analytics. As an administrator, you can configure features and manage access to suit your organization's needs. --------------------- Learning objectives - Describe Fabric admin tasks - Navigate the admin center - Manage user access --------------------- Presenters Matt Gordon Senior Architect, Microsoft MVP Centric Consulting - Twitter: https://twitter.com/sqlatspeed - LinkedIn: https://www.linkedin.com/in/sqlatspeed/ Gaston Cruz Director, Microsoft MVP, Microsoft Super User Slalom - Twitter: https://twitter.com/GastonFCruz - LinkedIn: https://www.linkedin.com/in/gastoncruz/ Moderators Vanessa van Gelder Data And Analytics Specialist, Microsoft Super User Lwazi Data Solutions - LinkedIn: https://www.linkedin.com/in/vanessafvg/ Mathias Halkjær Principal Architect, Microsoft MVP Fellowmind - LinkedIn: https://www.linkedin.com/in/mhalkjaer/ #microsoft learn live #fabric #administrator #database-administrator #beginner
2024年02月09日
00:00:00 - 01:30:03
Learn Together: Administer Microsoft Fabric

Learn Together: Administer Microsoft Fabric

Full series information: https://aka.ms/learnlive-microsoft-fabric-wave-1 More info here: https://aka.ms/learnlive-microsoft-fabric-wave-1-Ep209 Follow on Microsoft Learn: - Complete the Learn module: https://aka.ms/learnlive-20240208B Microsoft Fabric is a SaaS solution for end-to-end data analytics. As an administrator, you can configure features and manage access to suit your organization's needs. --------------------- Learning objectives - Describe Fabric admin tasks - Navigate the admin center - Manage user access --------------------- Presenters Armando Lacerda Azure Data Architect And Engineer, Microsoft MVP, Microsoft Super User MC Tech - LinkedIn: https://www.linkedin.com/in/armando-lacerda Gaston Cruz Director, Microsoft MVP, Microsoft Super User Slalom - Twitter: https://twitter.com/GastonFCruz - LinkedIn: https://www.linkedin.com/in/gastoncruz/ Moderators Vahid Doustimajd Data Integration And Analytics Manager, Microsoft MVP Fulton Hogan - LinkedIn: https://www.linkedin.com/in/vahid-dm #microsoft learn live #fabric #administrator #database-administrator #beginner
2024年02月08日
00:00:00 - 01:18:28
Learn Together: Ingest data with Spark and Microsoft Fabric notebooks

Learn Together: Ingest data with Spark and Microsoft Fabric notebooks

Full series information: https://aka.ms/learnlive-microsoft-fabric-wave-1 More info here: https://aka.ms/learnlive-microsoft-fabric-wave-1-Ep108 Follow on Microsoft Learn: - Complete the Learn module: https://aka.ms/learnlive-20240207A Discover how to use Apache Spark and Python for data ingestion into a Microsoft Fabric lakehouse. Fabric notebooks provide a scalable and systematic solution. --------------------- Learning objectives - Ingest external data to Fabric lakehouses using Spark - Configure external source authentication and optimization - Load data into lakehouse as files or as Delta tables --------------------- Chapters -------- 00:00 - Introduction 05:49 - Learning objectives 06:22 - Context in Fabric 10:32 - What is Spark? 14:55 - An introduction to notebooks 16:43 - Explore Fabric notebooks 22:29 - What is a lakehouse? 25:45 - Fabric lakehouse vs Data warehouse 28:48 - Write data into a lakehouse 30:58 - Write to a Delta table 34:14 - Consider uses for ingested data 42:02 - Exercise - Ingest data with Spark and Microsoft Fabric notebooks 1:04:52 - Knowledge check 1:13:25 - Summary --------------------- Presenters Johan Ludvig Brattås Director, Microsoft MVP Deloitte - LinkedIn: https://www.linkedin.com/in/johanludvig/ Heini Ilmarinen Azure Lead, Microsoft MVP Polar Squad - Twitter: https://twitter.com/HeiniIlmarinen - LinkedIn: https://www.linkedin.com/in/heini-ilmarinen Moderators Marcel Magalhães Power BI Consultant, Microsoft Super User G2M Consultoria e Treinamento - LinkedIn: https://www.linkedin.com/in/marcelsmagalhaes/ Olivier Van Steenlandt Core Member, Microsoft MVP dataMinds.be - LinkedIn: https://www.linkedin.com/in/oliviervansteenlandt/ #microsoft learn live #fabric #data-analyst #data-engineer #data-scientist #intermediate
2024年02月08日
00:00:00 - 01:27:05
Learn Together: Ingest data with Spark and Microsoft Fabric notebooks

Learn Together: Ingest data with Spark and Microsoft Fabric notebooks

Full series information: https://aka.ms/learnlive-microsoft-fabric-wave-1 More info here: https://aka.ms/learnlive-microsoft-fabric-wave-1-Ep208 Follow on Microsoft Learn: - Complete the Learn module: https://aka.ms/learnlive-20240207B Discover how to use Apache Spark and Python for data ingestion into a Microsoft Fabric lakehouse. Fabric notebooks provide a scalable and systematic solution. --------------------- Learning objectives - Ingest external data to Fabric lakehouses using Spark - Configure external source authentication and optimization - Load data into lakehouse as files or as Delta tables --------------------- Presenters Chris Hyde Owner And Principal Consultant, Microsoft MVP Hydrate Consulting LLC - Twitter: https://twitter.com/ChrisHyde325 - LinkedIn: https://www.linkedin.com/in/chris-hyde-3803706/ Amit Chandak Cao, Microsoft MVP, Microsoft Super User Kanerika Software Pvt.Ltd. - LinkedIn: https://www.linkedin.com/in/amitchandak78 Moderators Martin Catherall Data Specialist, Microsoft MVP BiTQ - LinkedIn: https://www.linkedin.com/in/martincatherall/ #microsoft learn live #fabric #data-analyst #data-engineer #data-scientist #intermediate
2024年02月07日
00:00:00 - 01:14:57
Learn Together: Organize a Fabric lakehouse using medallion architecture design

Learn Together: Organize a Fabric lakehouse using medallion architecture design

Full series information: https://aka.ms/learnlive-microsoft-fabric-wave-1 More info here: https://aka.ms/learnlive-microsoft-fabric-wave-1-Ep107 Follow on Microsoft Learn: - Complete the Learn module: https://aka.ms/learnlive-20240206A Explore the potential of the medallion architecture design in Microsoft Fabric. Organize and transform your data across Bronze, Silver, and Gold layers of a lakehouse for optimized analytics. --------------------- Learning objectives - Describe the principles of using the medallion architecture in data management. - Apply the medallion architecture framework within the Microsoft Fabric environment. - Analyze data stored in the lakehouse using DirectLake in Power BI. - Describe best practices for ensuring the security and governance of data stored in the medallion architecture. --------------------- Chapters -------- 00:00 - Introduction 06:44 - Learning objectives 09:55 - Describe medallion architecture 15:19 - Understand medallion architecture format 19:46 - Customize your medallion architecture 23:30 - Move data across layers in Fabric 30:18 - Implement a medallion architecture in Fabric 42:55 - Exercise - Organize your Fabric lakehouse using a medallion architecture 1:17:18 - Knowledge check 1:20:46 - Summary --------------------- Presenters Joshua Higginbotham Senior Architect, Microsoft MVP Centric Consulting - LinkedIn: https://www.linkedin.com/in/joshua-higginbotham-55625798/ Tom Martens Senior Solution Architect, Microsoft MVP, Microsoft Super User Munich Re - LinkedIn: https://www.linkedin.com/in/tommartens68/ Moderators Kevin Chant Data Engineering Manager, Microsoft MVP Avanade - LinkedIn: https://www.linkedin.com/in/kevin-chant/ Armando Lacerda Azure Data Architect And Engineer, Microsoft MVP, Microsoft Super User MC Tech - LinkedIn: https://www.linkedin.com/in/armando-lacerda #microsoft learn live #fabric #data-analyst #data-engineer #intermediate
2024年02月07日
00:00:00 - 01:26:32