Power BI (Business Intelligence) is a new and emerging self-service business intelligence and business analytics framework that brings together and enhances a few key Microsoft technologies. Fundamentally, Power BI is considered a premium Office option, because Microsoft licenses it that way. We will answer the following questions:
◾What makes Power BI different from the Microsoft Office I have known for years?
◾What are the major Power BI features in Excel 2013 and 2010?
◾What are the major features for Power BI for Office 365?
◾How can our team license Power BI?
A simplified version of my presentation:
- PowerBI solution architecture
- Key steps to visualize data in PowerBI
- PowerBI Demo
- R in PowerBI
- Custom Visuals
- PowerBI Report Server
- Azure services and Power BI
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...Edureka!
( Power BI Training - https://www.edureka.co/power-bi-training )
This Edureka videoon "Power BI Tutorial" will provide you with the fundamental knowledge on Power BI (Blog: https://goo.gl/uFTDU3). Below are the topics covered in this tutorial:
1. Why do we need Business Intelligence?
2. What is Self Service Business Intelligence?
3. Why Power BI?
4. What is Power BI?
5. Demo: Report and Dashboard Creation
Power BI Desktop | Power BI Tutorial | Power BI Training | EdurekaEdureka!
This Edureka "Power BI Desktop" tutorial will help you to understand what is Power BI Desktop with examples and demo. Below are the topics covered in this tutorial:
1. Why Power BI?
2. What Power BI?
3. Who use Power BI?
4. Flow of Work
5. Power BI Trends
Power BI On AIR - Melissa Coates: "What You Need to Know to Administer Power BI"Bohdan Maherus
Session #1 - Melissa Coates: "What You Need to Know to Administer Power BI"
YouTube channel: https://www.youtube.com/channel/UCOAWiig6JH1i8MqcniEVbTg
LinkedIn: https://www.linkedin.com/groups/8933736/
Melissa Coates
Owner of Coates Data Strategies. Microsoft Data Platform MVP.
Data architect with a background in data warehousing and business intelligence. Her current professional focus is enterprise-level Power BI governance, deployment, security, and administration. As the owner of Coates Data Strategies, Melissa produces training and consults to help companies strengthen and sustain their data-driven initiatives. Melissa is a big supporter of the technical community, and has been a Microsoft Data Platform MVP since 2013.
Topic: "What You Need to Know to Administer Power BI".
The Power BI administrator is a very high privilege role. Some administration activities apply consistently for every organization, whereas others depend on how Power BI is being used for self-service and corporate business intelligence initiatives. Each organization's needs related to security, governance, auditing, and data management influence the scope of responsibilities for a Power BI administrator.
Power BI has in its DNA the goal of enabling everybody to experience their data any way, anywhere—in seconds and at global scale.
Power BI offers a set of capabilities that are uniquely enabled by its global and cloud nature:
The ability to harness data from Excel spreadsheets, on-premises data sources through the data gateway, big data, streaming data, and cloud services. It doesn’t matter what type of data you want or where it lives, Power BI allows you to connect to hundreds of data sources.
Out-of-the box SaaS content packs that deliver a curated experience with pre-built dashboards to get you up and running quickly. We have hundreds of ISVs building content packs to cater to the needs of millions of Power BI users.
Unmatched, unique ways for users to experience their data with speed and agility:
Live dashboards that maintain a real-time pulse on the business and provide critical insights.
Natural language query that enables users to simply and intuitively ask questions of their data, including through Cortana.
Custom visuals that bring data to life and surface intelligence hidden in the sea of data, with our community leveraging the Power BI visualization stack to create new ways to visualize data in a way that makes more sense. (Now available in the Office store.)
Integration of Power BI with the Microsoft stack. Power BI is part of larger ecosystem that integrates with services like Microsoft Teams, Office 365, and Dynamics 365. These services are aware of Power BI, are wired to Power BI, and enable you to use Power BI in the context of your work.
Anywhere access to insights. Whether in the office or on-the-go, Power BI provides anywhere access to insights with dashboards accessible via the desktop, on the web, or across mobile devices. Inside Excel, embedded—we have hundreds of ISVs embedding Power BI in their offerings.
What Is Power BI? | Introduction To Microsoft Power BI | Power BI Training | ...Edureka!
( Power BI Training - https://www.edureka.co/power-bi-training )
This Edureka "What Is Power BI?" tutorial will help you an introduction to Power BI. This video helps you to learn the following topics:
1. Why Power BI?
2. What Is Power BI?
3. Who Use Power BI?
4. Components Of Power BI
5. Building Blocks Of Power BI
Check out our Power BI Playlist: https://goo.gl/97sJv1
Power BI Consultants | Power BI Solutions | Power BI ServiceAdmin iLink
Power BI is a suite of business analytics tools to analyze data & share insights. Get expert guidance from these certified Power BI consultants & partners.
A simplified version of my presentation:
- PowerBI solution architecture
- Key steps to visualize data in PowerBI
- PowerBI Demo
- R in PowerBI
- Custom Visuals
- PowerBI Report Server
- Azure services and Power BI
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...Edureka!
( Power BI Training - https://www.edureka.co/power-bi-training )
This Edureka videoon "Power BI Tutorial" will provide you with the fundamental knowledge on Power BI (Blog: https://goo.gl/uFTDU3). Below are the topics covered in this tutorial:
1. Why do we need Business Intelligence?
2. What is Self Service Business Intelligence?
3. Why Power BI?
4. What is Power BI?
5. Demo: Report and Dashboard Creation
Power BI Desktop | Power BI Tutorial | Power BI Training | EdurekaEdureka!
This Edureka "Power BI Desktop" tutorial will help you to understand what is Power BI Desktop with examples and demo. Below are the topics covered in this tutorial:
1. Why Power BI?
2. What Power BI?
3. Who use Power BI?
4. Flow of Work
5. Power BI Trends
Power BI On AIR - Melissa Coates: "What You Need to Know to Administer Power BI"Bohdan Maherus
Session #1 - Melissa Coates: "What You Need to Know to Administer Power BI"
YouTube channel: https://www.youtube.com/channel/UCOAWiig6JH1i8MqcniEVbTg
LinkedIn: https://www.linkedin.com/groups/8933736/
Melissa Coates
Owner of Coates Data Strategies. Microsoft Data Platform MVP.
Data architect with a background in data warehousing and business intelligence. Her current professional focus is enterprise-level Power BI governance, deployment, security, and administration. As the owner of Coates Data Strategies, Melissa produces training and consults to help companies strengthen and sustain their data-driven initiatives. Melissa is a big supporter of the technical community, and has been a Microsoft Data Platform MVP since 2013.
Topic: "What You Need to Know to Administer Power BI".
The Power BI administrator is a very high privilege role. Some administration activities apply consistently for every organization, whereas others depend on how Power BI is being used for self-service and corporate business intelligence initiatives. Each organization's needs related to security, governance, auditing, and data management influence the scope of responsibilities for a Power BI administrator.
Power BI has in its DNA the goal of enabling everybody to experience their data any way, anywhere—in seconds and at global scale.
Power BI offers a set of capabilities that are uniquely enabled by its global and cloud nature:
The ability to harness data from Excel spreadsheets, on-premises data sources through the data gateway, big data, streaming data, and cloud services. It doesn’t matter what type of data you want or where it lives, Power BI allows you to connect to hundreds of data sources.
Out-of-the box SaaS content packs that deliver a curated experience with pre-built dashboards to get you up and running quickly. We have hundreds of ISVs building content packs to cater to the needs of millions of Power BI users.
Unmatched, unique ways for users to experience their data with speed and agility:
Live dashboards that maintain a real-time pulse on the business and provide critical insights.
Natural language query that enables users to simply and intuitively ask questions of their data, including through Cortana.
Custom visuals that bring data to life and surface intelligence hidden in the sea of data, with our community leveraging the Power BI visualization stack to create new ways to visualize data in a way that makes more sense. (Now available in the Office store.)
Integration of Power BI with the Microsoft stack. Power BI is part of larger ecosystem that integrates with services like Microsoft Teams, Office 365, and Dynamics 365. These services are aware of Power BI, are wired to Power BI, and enable you to use Power BI in the context of your work.
Anywhere access to insights. Whether in the office or on-the-go, Power BI provides anywhere access to insights with dashboards accessible via the desktop, on the web, or across mobile devices. Inside Excel, embedded—we have hundreds of ISVs embedding Power BI in their offerings.
What Is Power BI? | Introduction To Microsoft Power BI | Power BI Training | ...Edureka!
( Power BI Training - https://www.edureka.co/power-bi-training )
This Edureka "What Is Power BI?" tutorial will help you an introduction to Power BI. This video helps you to learn the following topics:
1. Why Power BI?
2. What Is Power BI?
3. Who Use Power BI?
4. Components Of Power BI
5. Building Blocks Of Power BI
Check out our Power BI Playlist: https://goo.gl/97sJv1
Power BI Consultants | Power BI Solutions | Power BI ServiceAdmin iLink
Power BI is a suite of business analytics tools to analyze data & share insights. Get expert guidance from these certified Power BI consultants & partners.
Presented to The Ottawa IT Community Meetup Group (Ottawa SQL - PASS Chapter) on Thursday September 19
Powerful Self-Service BI in Excel 2013 - Data search and discovery with Power Query (formerly "Data Explorer"), analyzing and modeling with Power Pivot, visualizing and exploring with Power View and Power Map (formerly codename "GeoFlow")
Power BI Training | Getting Started with Power BI | Power BI Tutorial | Power...Edureka!
This Edureka tutorial on "Getting started with Power BI" will provide you the fundamental knowledge of Power BI. Below are the topics covered in this tutorial:
1. What is Self Service Business Intelligence?
2. Why Power BI?
3. What is Power BI?
4. Demo on Power BI
What is the Power BI and learn the Power BI by self and this presentation contains some use full links which help us at time of developing the Power BI.
Introduction to Power BI to make smart decisionsVIVEK GURURANI
Power BI: Business intelligence like never before!
Power BI is a tool that allows accounting and finance managers and professionals to have relevant information at the right time to make strategic decisions in a flexible, centralized, and secure way. Transform your business with predictive analytics, data visualization, and information in real-time, thanks to Power BI.
Presentation Agenda:
1. Introduction to Power BI
2. Why would your business need Power BI?
3. Power BI Architecture
4. Data Sanitization & Cleansing Capabilities
5. Analytical Insights
6. Generating Department Wise Reports & Visualizations
7. Latest & Upcoming Power BI features
8. Live Q&A
Power bi (1)Power BI Online Training Hyderabad | power bi online training ben...Big IT Trainings
Power BI Desktop integrates proven Microsoft technologies the powerful Query engine, data modeling, and visualizations. All sorts of different data sources, then combine and shape them in ways that facilitate making interesting, in Power BI online Training.
Power BI is a business analytics service by Microsoft. It aims to provide interactive visualizations and business intelligence capabilities with an interface simple enough for end users to create their own reports and dashboards.
This presentation will give you an overview of what Microsoft Power BI is. What are its features. Why it is an upcoming popular Data Visualization tool in the market. How to use it and comparison with other Visualization tools.
The presentation discusses the different aspects of Power BI like Power BI for O365, Data Discovery, Data Analysis, Data Visualization & Power Maps, Natural Language Search etc.
Its a business analytics solution presented by Netwoven at the Microsoft Power BI workshop held on Oct 30th at SVC Microsoft, Mountain View.
Explain about power BI Overview from Power BI Desktop, Power BI Service, Power BI Report Server and Power BI Mobile that consume all BI Data from Dataset and datamodel
Power BI Report Server Enterprise Architecture, Tools to Publish reports and ...Vishal Pawar
To improve the performance, sustainability, security and scalability of enterprise-grade Power BI implementations with constant velocity, we need to adhere best practices with sloid architecture.
In this session Vishal will go over Power BI Ecosystem with quick Example, Power BI report Server evolution from its inception till date with Architecture for Enterprise PBI RS and usage through various tool available to publish -SSDT SSRS, Power BI Desktop(Optimized Version), Report Builder and mobile report builder and various Best Practices for PBI Report Server.
Get technically equipped to grow and build your Power BI (Business Intelligence) practice, enabling you to offer new solutions and services to customers. With Power BI, you can transform your customers' data into rich visuals they can collect and organize, helping them focus on what matters most to their businesses.
This slide deck explains in a comprehensive way what Power BI is, how the Power BI architecture looks like and what the usage scenarios are for using Power BI and related tools
Slides for the Usergroup meeting for the Manchester Power BI User Group on June 27th, 2019.
Subject: Power BI for Developers about Power BI Embedded and Power BI Custom Visuals
DAX and Power BI Training - 001 OverviewWill Harvey
Course & Power BI Overview: This is the first session in a course that primarily focuses on DAX and PowerPivot, but also teaches the surrounding tools such as Power Query, Power BI Desktop and PowerBI.com.
Power BI - Finally I can make decisions based on factsUlysses Maclaren
SSW's General Manager, Ulysses Maclaren, will take you through his personal journey of discovery into the world of Power BI.
Many companies have valuable data, but the challenge is being able to easily visualize it in a way that allows you to make decisions.
He will show in a live demo how Power BI allows even non-technical users to produce and share invaluable reports and dashboards.
Presented to The Ottawa IT Community Meetup Group (Ottawa SQL - PASS Chapter) on Thursday September 19
Powerful Self-Service BI in Excel 2013 - Data search and discovery with Power Query (formerly "Data Explorer"), analyzing and modeling with Power Pivot, visualizing and exploring with Power View and Power Map (formerly codename "GeoFlow")
Power BI Training | Getting Started with Power BI | Power BI Tutorial | Power...Edureka!
This Edureka tutorial on "Getting started with Power BI" will provide you the fundamental knowledge of Power BI. Below are the topics covered in this tutorial:
1. What is Self Service Business Intelligence?
2. Why Power BI?
3. What is Power BI?
4. Demo on Power BI
What is the Power BI and learn the Power BI by self and this presentation contains some use full links which help us at time of developing the Power BI.
Introduction to Power BI to make smart decisionsVIVEK GURURANI
Power BI: Business intelligence like never before!
Power BI is a tool that allows accounting and finance managers and professionals to have relevant information at the right time to make strategic decisions in a flexible, centralized, and secure way. Transform your business with predictive analytics, data visualization, and information in real-time, thanks to Power BI.
Presentation Agenda:
1. Introduction to Power BI
2. Why would your business need Power BI?
3. Power BI Architecture
4. Data Sanitization & Cleansing Capabilities
5. Analytical Insights
6. Generating Department Wise Reports & Visualizations
7. Latest & Upcoming Power BI features
8. Live Q&A
Power bi (1)Power BI Online Training Hyderabad | power bi online training ben...Big IT Trainings
Power BI Desktop integrates proven Microsoft technologies the powerful Query engine, data modeling, and visualizations. All sorts of different data sources, then combine and shape them in ways that facilitate making interesting, in Power BI online Training.
Power BI is a business analytics service by Microsoft. It aims to provide interactive visualizations and business intelligence capabilities with an interface simple enough for end users to create their own reports and dashboards.
This presentation will give you an overview of what Microsoft Power BI is. What are its features. Why it is an upcoming popular Data Visualization tool in the market. How to use it and comparison with other Visualization tools.
The presentation discusses the different aspects of Power BI like Power BI for O365, Data Discovery, Data Analysis, Data Visualization & Power Maps, Natural Language Search etc.
Its a business analytics solution presented by Netwoven at the Microsoft Power BI workshop held on Oct 30th at SVC Microsoft, Mountain View.
Explain about power BI Overview from Power BI Desktop, Power BI Service, Power BI Report Server and Power BI Mobile that consume all BI Data from Dataset and datamodel
Power BI Report Server Enterprise Architecture, Tools to Publish reports and ...Vishal Pawar
To improve the performance, sustainability, security and scalability of enterprise-grade Power BI implementations with constant velocity, we need to adhere best practices with sloid architecture.
In this session Vishal will go over Power BI Ecosystem with quick Example, Power BI report Server evolution from its inception till date with Architecture for Enterprise PBI RS and usage through various tool available to publish -SSDT SSRS, Power BI Desktop(Optimized Version), Report Builder and mobile report builder and various Best Practices for PBI Report Server.
Get technically equipped to grow and build your Power BI (Business Intelligence) practice, enabling you to offer new solutions and services to customers. With Power BI, you can transform your customers' data into rich visuals they can collect and organize, helping them focus on what matters most to their businesses.
This slide deck explains in a comprehensive way what Power BI is, how the Power BI architecture looks like and what the usage scenarios are for using Power BI and related tools
Slides for the Usergroup meeting for the Manchester Power BI User Group on June 27th, 2019.
Subject: Power BI for Developers about Power BI Embedded and Power BI Custom Visuals
DAX and Power BI Training - 001 OverviewWill Harvey
Course & Power BI Overview: This is the first session in a course that primarily focuses on DAX and PowerPivot, but also teaches the surrounding tools such as Power Query, Power BI Desktop and PowerBI.com.
Power BI - Finally I can make decisions based on factsUlysses Maclaren
SSW's General Manager, Ulysses Maclaren, will take you through his personal journey of discovery into the world of Power BI.
Many companies have valuable data, but the challenge is being able to easily visualize it in a way that allows you to make decisions.
He will show in a live demo how Power BI allows even non-technical users to produce and share invaluable reports and dashboards.
BI: new of the buzz words that everyone is talking about but what is it? How can it be used to make a impact in my organization? How do I get started? This session was delivered for SharePoint Saturday Reston.
Power BI is a business analytics service that enables you to see all of your data through a single pane of glass. Live Power BI dashboards and reports...
BI: new of the buzz words that everyone is talking about but what is it? How can it be used to make a impact in my organization? How do I get started? In this session, we will talk about it and show you a live example in Office 365's SharePoint Online.
Objectives/Outcomes: In this session, participants will learn:
1. What is BI
2. What is Microsoft's Power BI
3. Case Studies
4. How can I get it
The Power of BI: A guided tour of Microsoft's Business Intelligence toolingJason Himmelstein
Having trouble keeping up with all of the changes in the BI space around SharePoint & Office 365? Feel like every time you think you understand what is going on Microsoft pivots (pun intended) yet again? You are not alone.
Now is the time to change all of that. Microsoft is investing heavily in how to make BI more efficient, repeatable, and with outputs that will make executives squeal with delight. From Excel to Power BI, the tooling is evolving so quickly that it takes real effort to keep up.
Basic Overview of Power BI Desktop and Excel and O365
◾What makes Power BI different from the Microsoft Office I have known for years?
◾What are the major Power BI features in Excel 2013 and 2010?
◾What are the major features for Power BI for Office 365?
◾How can our team license Power BI?
Power BI provides advanced data technology for transforming, storing, and presenting data. This technology can support advanced Excel users and data scientists. This presentation provides basics for Excel 2010 and 2013 users and information about O365 and SharePoint Online supporting shared use cases.
Business intelligence like never before....
Power BI is a suite of business analytics tools that deliver insights throughout your organization. Connect to hundreds of data sources, simplify data prep, and drive ad hoc analysis. Produce beautiful reports, then publish them for your organization to consume on the web and across mobile devices. Everyone can create personalized dashboards with a unique, 360-degree view of their business. And scale across the enterprise, with governance and security built-in.
This is my presentation on LIFTIT. The topic is focused on: What are BI tools? Which options for Office 365, SharePoint online and features that enables you to find and visualize data, share discoveries, and collaborate in intuitive new ways. We will go throught Business intelligence capabilities currently supported in Office 365.
Starting in May 2010, with SQL Server 2008 R2, Microsoft began talking more and more about "Personal BI". The focus of this discussion was a paradigm shift moving business intelligence from being something a few BI professionals do with a data warehouse to a practice done by Information Workers every day in familiar tools like Microsoft Excel and SharePoint. Over the course of this session we will show you the improvements that Microsoft has made in the 2013 stack to take this new focus from being a “nice idea” to a truly powerful reality. We will explore the improvements made to Excel, PowerPivot & Power View, & Reporting Services. We will explain the underlying technology that makes the new features possible and walk through demos of some of the shinier toys. At the end of the session you will walk away with a better understanding of what is new in 2013 for business intelligence and an extreme desire to build reusable data model that will undoubtedly bring real value to your business.
Microsoft Power Stack 2019 [Power BI, Excel, Azure & Friends]Olivier Travers
Making sense of Microsoft's renewed push in the business intelligence sector with:
- Power BI including Power BI Report Server, Premium, Embedded, APIs...
- Excel
- Flow, PowerApps. SharePoint, Teams
- SQL Server
- Azure IaaS / PaaS / SaaS
[Latest update: mid-2019] I have put an inordinate amount of research time to keep this presentation up to date since its original publication in February 2017. The latest version is available upon request for a reasonable fee and for my consulting clients, don't hesitate to contact me to discuss your project.
Olivier Travers
olivier@needlestacker.com
Power BI Create lightning fast dashboard with power bi & Its Components Vishal Pawar
Every data has meaning, but we had limitation to use data through big long running process Extraction, Transformation and Representation, but now Power BI solves your problem to kick start having Data extraction in Power Query, Data Modelling and Transformation in Power Pivot and reach data representation using power view and power map on demand any nearby device on your fingertips, You will learn all latest and greatest features of Power BI.
Business Reporting with SharePoint And Self-service BI with PowerPivotPerficient, Inc.
Duane Schafer – Microsoft BI Practice Manager at Perficient - answers the question "What is PowerPivot and who will use it?" and how it relates to SharePoint
Power BI vs Tableau - An Overview from EPC Group.pptxEPC Group
Power BI and Tableau are two dominating business intelligence technologies, and many enterprises use either of them. Both the tools collect, integrate, analyze, and present business data. They assist you in performing data analysis, data manipulation, and data visualization to extract sense from raw business data.
Businesses, learners, and practitioners often find it hard to decide which tool is best for them. We organized this webinar to discuss some significant differences between Power BI and Tableau and help you find the best BI tool suiting your requirements.
Key Points of Discussion:
-History of Power BI and Tableau
-Cost of Power BI and Tableau
-Performance and Functionality of -Power BI vs. Tableau
-User Interface of Power BI and Tableau
-Data Sources in Power BI and Tableau
Perficient Self Service Business Intelligence with Power PivotPerficient, Inc.
Power Pivot is a feature of Microsoft Excel 2010. It allows you to import data from multiple sources. It has self-service, in-memory capabilities, and thus adds value to Microsoft's business intelligence offerings. Learn more about how you can leverage Power Pivot for business intelligence in this presentation by Perficient's Duane Schafer, Sr. Technical Architect.
Groupby -Power bi dashboard in hour by vishal pawar-Presentation Vishal Pawar
Power BI Dashboard in an hour with Various Slides.
Target Audience:
Useful for Develops and DBA those who want to know what is Power BI and How we can utilize various features.
Also session will be useful for anyone who wants learn Power BI from basic.
Abstract:
In this session, We will walk through various features of Power BI, How Power BI can transform your company’s data into rich visuals and Easy yet powerful Analytics solutions for your whole organization.
At end of session with following Power BI Dashboard example
sp_Blitz in Dashboard
SQL Server Info Dashboard
Twitter Dashboard
World Dashboard
Most important takeaways from session –
You will be learning basics of Power BI with the additional perk of analyzing sp_Blitz in Power BI.
Various features of Power BI making you from ZERO to HERO
After this session, you will be able to analyze data into Power BI
Power BI for Office 365: Using SharePoint to Deliver Self-ServicePerficient, Inc.
Power BI is a compelling new offering with advanced collaborative BI capabilities for Office 365 SharePoint Online users. It includes mobile cross-platform reporting, on the fly dash-boarding and natural language querying, but that's not all. Power BI also encompasses new tools in Excel 2013 that support streamlined self-service reporting and analytics. Find out how you can leverage the advanced new self-service BI features coming soon via Office 365 and SharePoint Online!
In this slideshare, we explore:
Excel Power BI tools: PowerPivot/PowerView/Power Map/Power Query
SharePoint Online Power BI Sites: Data Management Gateway (for connecting to on-premises data sources), uploading Excel content
Power BI apps: Windows 8, Windows Phone
How to find low-cost or free data science resources 202006Mark Tabladillo
There are many free or low-cost resources to become better trained in data science. None of these options equals a formal degree: but short of that scope, these other resources are helpful at least for keeping up with technology. This presentation will provide specific recommendations on free or low-cost resources based on the Team Data Science Process framework (business understanding, data engineering, modeling, deployment).
This presentation covers some of the major data science and AI announcements from the May 2020 Microsoft Build conference. Included in this talk are 1) Azure Synapse Link, 2) Responsible AI, 3) Project Bonsai & Project Moab, and 4) AI Models at Scale (deep learning with billions of parameters).
Microsoft has released Automated ML technologies for developers through ML.NET, Azure ML Service, and Azure Databricks. This presenter is a data scientist and Microsoft architect, and will give a comprehensive overview of the utility and use case of this automated technology for production solutions. The presentation includes code you can try now.
Automated machine learning (automated ML) automates feature engineering, algorithm and hyperparameter selection to find the best model for your data. The mission: Enable automated building of machine learning with the goal of accelerating, democratizing and scaling AI. This presentation covers some recent announcements of technologies related to Automated ML, and especially for Azure. The demonstrations focus on Python with Azure ML Service and Azure Databricks.
ML.NET 1.0 release is the first major milestone of a great journey that started in May 2018 when we released ML.NET 0.1 as open source. ML.NET is an open-source and cross-platform machine learning framework for .NET developers. Using ML.NET, developers can leverage their existing tools and skillsets to develop and infuse custom AI into their applications by creating custom machine learning models for common scenarios like Sentiment Analysis, Recommendation, Image Classification and more.
This presentation provides an overview of the technology with demos run in a Deep Learning Virtual Machine running Windows Server 2016. Code examples are in C# and F# and run in Visual Studio Community 2019. This technology is ready for production implementation and runs on .NET Core.
This presentation is the first of four related to ML.NET and Automated ML. The presentation will be recorded with video posted to this YouTube Channel: http://bit.ly/2ZybKwI
Automated machine learning (automated ML) automates feature engineering, algorithm and hyperparameter selection to find the best model for your data. The mission: Enable automated building of machine learning with the goal of accelerating, democratizing and scaling AI.
This presentation covers some recent announcements of technologies related to Automated ML, and especially for Azure. The demonstrations focus on Python with Azure ML Service and Azure Databricks.
This presentation is the fourth of four related to ML.NET and Automated ML. The presentation will be recorded with video posted to this YouTube Channel: http://bit.ly/2ZybKwI
NimbusML enables data scientists to use ML.NET to train models in Azure Machine Learning or anywhere else they use Python. NimbusML provides state-of-the-art ML algorithms, transforms and components, aiming to make them useful for all developers, data scientists, and information workers and helpful in all products, services and devices. The components are authored by the team members, as well as numerous contributors from MSR, CISL, Bing and other teams at Microsoft. NimbusML is interoperable with scikit-learn estimators and transforms, while adding a suite of highly optimized algorithms written in C++ and C# for speed and performance.
The trained machine learning model can be used in a .NET application with ML.NET. This presentation will outline the features of NimbusML and provide a notebook-based demonstration using Azure Notebooks.
This presentation is the third of four related to ML.NET and Automated ML. The presentation will be recorded with video posted to this YouTube Channel: http://bit.ly/2ZybKwI
201906 02 Introduction to AutoML with ML.NET 1.0Mark Tabladillo
ML.NET 1.0 release is the first major milestone of a great journey that started in May 2018 when we released ML.NET 0.1 as open source. ML.NET is an open-source and cross-platform machine learning framework for .NET developers. Using ML.NET, developers can leverage their existing tools and skillsets to develop and infuse custom AI into their applications by creating custom machine learning models for common scenarios like Sentiment Analysis, Recommendation, Image Classification and more.
“Automated ML” is a collection of new technologies from Microsoft to enhance the data science development process. Still in preview, Auto ML for ML.NET 1.0 will be demonstrated in a Deep Learning Virtual Machine running Windows Server 2016. Code examples are in C# and run in Visual Studio Community 2019.
This presentation is the second of four related to ML.NET and Automated ML. The presentation will be recorded with video posted to this YouTube Channel: http://bit.ly/2ZybKwI
This presentation focuses on the value proposition for Azure Databricks for Data Science. First, the talk includes an overview of the merits of Azure Databricks and Spark. Second, the talk includes demos of data science on Azure Databricks. Finally, the presentation includes some ideas for data science production.
201905 Azure Certification DP-100: Designing and Implementing a Data Science ...Mark Tabladillo
Microsoft has several Azure certifications including DP-100 (Designing and Implementing a Data Science Solution on Azure). Until this month, the exam had been in beta: however, the presenter has just passed the exam (first try). The purpose of this event is to share a viewpoint on how to study for the exam. Today, there are multiple ways to develop and deliver and deploy R or Python or Spark or deep learning models on Azure. The differences are important for this exam.
Big Data Advanced Analytics on Microsoft Azure 201904Mark Tabladillo
This talk summarizes key points for big data advanced analytics on Microsoft Azure. First, there is a review of the major technologies. Second, there is a series of technology demos (focusing on VMs, Databricks and Azure ML Service). Third, there is some advice on using the Team Data Science Process to help plan projects. The deck has web resources recommended. This presentation was delivered at the Global Azure Bootcamp 2019, Atlanta GA location (Alpharetta Avalon).
This presentation anchors best practices for Enterprise Data Science based on Microsoft's "Team Data Science Process". The talk includes introducing the concepts, describing some real-world advice for project planning, and discusses typical titles of professionals who make enterprise data science successful. These techniques also apply for AI (artificial intelligence), deep learning, machine learning, and advanced analytics.
Training of Python scikit-learn models on AzureMark Tabladillo
This intermediate-level presentation covers latest Azure technology for deploying Python sci-kit models on Azure. The presentation is a demo using a Microsoft Data Science Virtual Machine (DSVM), Visual Studio Code, Azure Machine Learning Service, Azure Machine Learning Compute, Azure Storage Blobs, and Azure Container Registry to train a model from a Python 3 Anaconda environment.
The presentation will include an architectural diagram and downloadable code from Github.
YouTube recording at https://www.youtube.com/watch?v=HyzbxHBpAbg&feature=youtu.be
Big Data Adavnced Analytics on Microsoft AzureMark Tabladillo
This presentation provides a survey of the advanced analytics strengths of Microsoft Azure from an enterprise perspective (with these organizations being the bulk of big data users) based on the Team Data Science Process. The talk also covers the range of analytics and advanced analytics solutions available for developers using data science and artificial intelligence from Microsoft Azure.
Power BI has become an increasingly important data analytics tool. This presentation focuses on the advanced analytics options currently available in Power BI. Attendees to this talk will see:
· Microsoft’s perspective on advanced analytics development: the Team Data Science Process
· What the general options are for advanced analytics on Azure
· What the specific native advanced analytics capabilities are in Power BI
· Some ideas on pairing Power BI with other technologies in advanced analytics architectures
Microsoft Cognitive Toolkit (Atlanta Code Camp 2017)Mark Tabladillo
The Microsoft Cognitive Toolkit (CNTK) is a unified deep-learning toolkit that describes neural networks as a series of computational steps via a directed graph. In this directed graph, leaf nodes represent input values or network parameters, while other nodes represent matrix operations upon their inputs.
The objectives of this presentation is to 1) describe what CNTK is, 2) present a comparative evaluation with similar technologies, 3) outline potential applications, and 4) demonstrate the technology with Jupyter Python examples.
Machine learning services with SQL Server 2017Mark Tabladillo
SQL Server 2017 introduces Machine Learning Services with two independent technologies: R and Python. The purpose of this presentation is 1) to describe major features of this technology for technology managers; 2) to outline use cases for architects; and 3) to provide demos for developers and data scientists.
Microsoft Technologies for Data Science 201612Mark Tabladillo
Delivered to SQL Saturday BI Edition -- Atlanta, GA
Microsoft provides several technologies in and around Azure which can be used for casual to serious data science. This presentation provides an overview of the major Microsoft options for both on-premise and cloud-based data science (and hybrid). These technologies have been used by the presenter in various companies and industries, both as a Microsoft consultant and previously independent consultant. As well, the speaker provides insights into data science careers, information which helps imply where the business will likely be for consultants and partners.
How Big Companies plan to use Our Big Data 201610Mark Tabladillo
Underneath the shiny popular apps on tablets, smartphones, and entertainment channels are typically large cloud-based data centers. App developers leverage the cloud to provide advertisers with targeted sales opportunities, which has been accounting for an ongoing shift from paper to online media. This presentation will provide updated trends and statistics for 2016 on big data usage (based on consumer use), statistical concerns with big data, and the Microsoft big data story.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Quantitative Data AnalysisReliability Analysis (Cronbach Alpha) Common Method...2023240532
Quantitative data Analysis
Overview
Reliability Analysis (Cronbach Alpha)
Common Method Bias (Harman Single Factor Test)
Frequency Analysis (Demographic)
Descriptive Analysis
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
7. 1 in 4 enterprise customers on Office 3651 Billion Office Users
Analyze Visualize Share Find
Q&A
MobileDiscover
Scalable | Manageable | Trusted
Self-service BI with the familiarity of Office and the power of the service
11. Outline
◾What makes Power BI different from the Microsoft Office I have known for years?
◾What are the major Power BI features in Excel 2013 and 2010?
◾What are the major features for Power BI for Office 365?
◾How can our team license Power BI?
19. Why Power Query?
Enables self-service data discovery, query, transformation and mashup experiences in Excel
Discovery and connectivity to a wide range of data sources, including publicly
available data of all sizes & shapes.
Highly interactive and intuitive experience for rapidly and iteratively building queries
over any data source, any size.
Consistency of experience, and parity of query capabilities over all data sources.
Joins across different data sources; ability to create custom views over data that can
then be shared with team/department.
20. Power Query Role
• Transform data using a client tool
• Possible execution server-side (data refresh in Power BI)
• Share queries and expressions (simple text file, repository available in Office 365)
Self-Service ETL
• Same language regardless of data source
• Graphical user interface and interactive editor
• Does not hide the query in the data model
• Technically it would be possible to analyze dependencies in a “M” expression (not
yet implemented)
Integrate queries
in Power Pivot
data models
21. Exploring Power Query in Microsoft
Excel 2013
http://channel9.msdn.com/Events/TechEd/NorthAmerica/2014/DBI-H302#fbid=
22. Power Query Formula Language: “M”
Functional language similar to F#
No “real” iterative statements
Lambda functions…
Flexible, can be invoked dynamically
Expression.Evaluate(…)
23. Specifically, the intermediate/advanced Excel users
Litmus test: “User benefits from the Excel’s Formula bar”
Familiar, easy to remember
Easy to read and write; limited syntax, use of non standard symbols
A superset of the Excel formula language
Close to concepts in DAX, where appropriate
Powerful capabilities for the advanced user
Design Values
24. Syntax for a Simple Query
SELECT Orders.OrderDate, Products.OrderID, Products.ProductSKU
FROM Products
INNER JOIN Orders ON Products.OrderID = Orders.OrderID
ORDER BY Products.ProductSKU
from p in Products
join o in Orders on p.OrderID equals o.OrderID
orderby p.ProductSKU
select new { o.OrderDate, p.OrderID, p.ProductSKU }
Products.Join(Orders, Products,
o => o.OrderID, p => p.OrderID,
(p, o) => new { o.OrderDate, p.OrderID, p.ProductSKU }
).OrderBy( p => p.ProductSKU )
let
Joined = Table.Join( Products, "OrderID", Orders, "OrderID" ),
Columns = Table.SelectColumns(Joined, {"OrderDate", "OrderID", "ProductSKU"}),
Sorted = Table.Sort( Columns, "ProductSKU" ),
in
Sorted
25. Query Folding
Power Query pushes work back to the source system whenever it can.
SELECT ProductKey, EnglishProductName as [Product]
FROM [dbo].[DimProduct]
WHERE [ProductKey] < 10
26. Sharing Queries and Functions
You can share queries and functions
Requires Office 365 account with Power BI
Published queries can be “certified”
Requires Data Steward role
Accessible through “Online Search”
Query is copied and executed locally
No execution server-side
27. Power Query Specifications and Limits
https://support.office.com/en-US/Article/Power-Query-specifications-and-limits-
5fb2807c-1b16-4257-aa5b-6793f051a9f4?ui=en-US&rs=en-US&ad=US
30. Best Practices for Power Pivot
•You take care of the unseen
•Microsoft will take care of
the seen
Power BI
Contract
31. Data Model Specifications and Limits
https://support.office.com/en-us/article/Data-Model-specification-and-limits-
19aa79f8-e6e8-45a8-9be2-b58778fd68ef?ui=en-US&rs=en-US&ad=US
32. Power Pivot Capacity Specification
http://msdn.microsoft.com/en-us/library/gg413465(v=sql.110).aspx
34. Exploring Power View in Microsoft
Excel 2013
http://channel9.msdn.com/Events/TechEd/NorthAmerica/2014/DBI-H201#fbid=
35. Power View – Geospatial CapabilitiesPros
Bubble Maps
Bubble Maps with Pie Charts
Interactive with drill down capabilities in larger dashboard
Cons
Unable to add multiple layers or any other customizations
No other major type of map visualization
No time play or storytelling capabilities
36. Planning for Power View
System requirements for Power View
Planning for Reporting Services and Power View Browser Support (SSRS 2014)
38. Exploring Power Map in Microsoft Excel
2013
http://channel9.msdn.com/Events/TechEd/NorthAmerica/2014/DBI-H301#fbid=
39. 4
7
Power Map – Geospatial Capabilities
Pros
Bubble Maps, Column Maps, Region Maps and HeatMaps
Interactive and time-play axis
Ability to create and share visual tours
Ability to add multiple layers
Storytelling tool, not just visualization
Cons
Unable to filter data
Unable to drill-down (though can switch between layers)
Unable to customize or add custom shapes
Unable to handle hierarchies
42. Power BI and Excel 2010
Software Solution
Power Pivot A version one of Power Pivot is available for Excel 2010. Microsoft’s website provides video, demos, and hands-on
labs to try out the software.
Opening up an Excel 2010 Power Pivot workbook in Excel 2013 requires an irreversible upgrade (meaning that
collaboration between Excel 2010 and Excel 2013 users is not possible – pick one version or the other). There are
some technical details involved in upgrading, which you can study by clicking this link.
Power Map Power Map is not available for Excel 2010.
Versions of Excel previous to 2002 had a native map feature. Though, advanced Excel users will know about
Microsoft MapPoint, which has gone through nineteen versions since its debut. Sadly, MapPoint is being
discontinued as of December 31, 2014. You might be able to obtain a copy now, or through some MSDN
subscriptions.
Power Query Power Query is available for Microsoft Office 2010 Professional Plus with Software Assurance. There are two
versions, one for 32-bit (x86) and one for 64-bit (x64).
Power View Power View is not available for Excel 2010.
44. A powerful new way to work with data
Self-service business intelligence with familiar Excel and the power of the cloud
45. Sample Architecture
SQL Server Warehouse
(Issues IS)
Active Directory
(People)
Azure Information
(Data Centers)
Power BI for Office 365
Corporate
Data Catalogue
Admin
Center
Manage Data
Portal
SPO team sites, BI
Sites, Q&A
Data Management Gateway
APS Warehouse
(Issues BI)
46. Shared Queries
Data Refresh
Data Search
Mobile Access
BI Sites
Natural Language
Questions
Share & collaborate with Power BI for Office 365
47. Shared Queries
Data Refresh
Data Search
Mobile Access
BI Sites
Natural Language
Questions
Share & collaborate with Power BI for Office 365
48. Power BI
for Office 365
Data Management Gateway
Installed on-premises
Workbook
Cloud
On Premise
Share & collaborate with Power BI for Office 365
Shared Queries
Data Refresh
Data Search
Mobile Access
BI Sites
Natural Language
Questions
49. Share & collaborate with Power BI for Office 365
Shared Queries
Data Refresh
Data Search
Mobile Access
BI Sites
Natural Language
Questions
Search for:
• Public Data
• Corporate Data
• Shared Queries
50. Share & collaborate with Power BI for Office 365
Shared Queries
Data Refresh
Data Search
Mobile Access
BI Sites
Natural Language
Questions
51. Share & collaborate with Power BI for Office 365
Shared Queries
Data Refresh
Data Search
Mobile Access
BI Sites
Natural Language
Questions
52. Sample Working Architecture
O365 Power BI
Corporate Data
Sources
IT Admin
Data Management
Gateway
Corporate
Data Catalog
Power BI
Admin Center
Data Management
Portal
SPO team sites,
BI Sites, Q&A
Cloud Data
Sources
Public
Data Catalog
Data Steward IW
(Author)
IW
(Consumer)
Manage Data
Publish raw
data sources
or expose
them as
OData feeds
Publish queries
Data Refresh
Data Refresh
Power Query
Power Pivot
Power View
Power Map
Publish reports &
create featured
questions, configure
scheduled refresh
Import data,
Publish queries
Excel,
Tablet/Mobile,
Browser –
Silverlight,
HTML5
Consume interactive
reports, ask questions
Configure
Import Data
Import Data
Import Data
Import Data
Public Cloud
Data Sources
Index
55. Method One
Power BI for Office 365
Method Two
Power BI for Office 365
SharePoint Online Plan 2
Method Three
Power BI for Office 365
SharePoint Online Plan 2
Power BI Excel Features
Home Office 365 ProPlus
Office 2013 Professional Plus
Office 365 Home
Office 365 Personal
Office Home & Student 2013
Office Home & Business 2013
Office Professional 2013
Business Office 365 ProPlus
Office 2013 Professional Plus
Office 365 Business Essential
Office 365 Business
Office 365 Business Premium
Enterprise Office 365 Enterprise E3
Office 365 Enterprise E4
Office 365 ProPlus
Office 2013 Professional Plus
Office 365 Enterprise E1
Education Office 365 Education E3 Office 365 ProPlus
Office 2013 Professional Plus
Office 365 Education E1
Government Office 365 Enterprise E3 (Government
Pricing)
Office 365 ProPlus
Office 2013 Professional Plus
Exchange Online Plan 1
Exchange Online Plan 3
Office 365 Enterprise E1 (Government
Pricing)
Nonprofit Office 365 Nonprofit E3 Office 365 ProPlus
Office 2013 Professional Plus
Office 365 Nonprofit Business
Essentials
Office 365 Nonprofit Business Premium
Office 365 Nonprofit E1
56. A powerful new way to work with data
Analyze
Visualize
Share
Question
Q&A
Mobility
Discover
Search, access, and transform
public and internal data sources
with Power Query
Share data views and workbooks
refreshable from on-premises and
cloud based data sources, with
Power BI Sites
Easy data modeling and lightning
fast in-memory analytics with
Power Pivot
Bold new interactive data
visualizations with Power View and
Power Map
Ask questions and get immediate
answers with natural language
query
Mobile access through HTML5 and
touch optimized apps
Scalable | Manageable | Trusted
62. Books
Collie, R. (2012). DAX Formulas for PowerPivot: A Simple Guide to the Excel Revolution: Holy
Macro! Books.
de Jonge, K. (2014). Dashboarding and Reporting with Power Pivot and Excel: How to Design
and Create a Financial Dashboard with PowerPivot – End to End: Holy Macro! Books.
Ferrari, A., & Russo, M. (2013). Microsoft Excel 2013 Building Data Models with PowerPivot:
Microsoft Press.
Jelen, B., & Collie, R. (2014). PowerPivot Alchemy: Patterns and Techniques for Excel: Holy
Macro! Books.
Larson, B., Davis, M., English, D., & Purington, P. (2012). Visualizing Data with Microsoft Power
View: McGraw-Hill/Osborne Media.
Webb, C. (2014). Power Query for Power BI and Excel: Apress.
63. Abstract
Power BI (Business Intelligence) is a new and emerging self-service business
intelligence and business analytics framework that brings together and enhances a
few key Microsoft technologies. Fundamentally, Power BI is considered a premium
Office option, because Microsoft licenses it that way. We will answer the following
questions:
◾What makes Power BI different from the Microsoft Office I have known for years?
◾What are the major Power BI features in Excel 2013 and 2010?
◾What are the major features for Power BI for Office 365?
◾How can our team license Power BI?