Power BI, SSAS Tabular, and Excel all use DAX. This presentation is meant to be used with a PBIX notebook found here: https://github.com/IkeEllis/democode/blob/master/IntroToDAX/Power%20BI%20Introduction%20to%20DAX.pbix
DAX and Power BI Training - 002 DAX Level 1 - 3Will Harvey
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DAX Level 1 - 3: In this session we explain DAX and cover other foundational concepts in PowerPivot such as the Data Model, Measures and Calculated Columns as well as the important skill of understanding how filtering works in the Data Model.
An introductory session to DAX and common analytic patterns that we've built and used in enterprise environments. This session was originally presented at SQL Saturday Silicon Valley 2016.
PresentaciĂłn realizada en el CapĂtulo de Usuarios de SQL Server en Puerto Rico (PRPASS) en el mes de Octubre del 2012.
Presented during the monthly sessions of Puerto Rico PASS Chapter (www.prpass.org) - October, 2012.
Power BI data modeling is the process of creating a relationship between common columns of multiple tables. If the column headings are the same across tables, then Power BI auto-detects the relationship between tables. Using these columns, we can merge the tables as well.
Elementary Data Analysis with MS Excel_Day-3Redwan Ferdous
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This event took place on 9th September 2020. This was arranged by EMK Center (Makerlab). The title was 'Elementary Data Analysis with MS Excel', where very basic data analysis with MS excel was discussed.
In Day-3, MS Excel formula and functions were covered. Almost 20+ Functions were practiced live with the class along with troubleshooting and different logical explanation. Also Error Handling, Data Validation and Macro were taught in the same class.
DAX and Power BI Training - 002 DAX Level 1 - 3Will Harvey
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DAX Level 1 - 3: In this session we explain DAX and cover other foundational concepts in PowerPivot such as the Data Model, Measures and Calculated Columns as well as the important skill of understanding how filtering works in the Data Model.
An introductory session to DAX and common analytic patterns that we've built and used in enterprise environments. This session was originally presented at SQL Saturday Silicon Valley 2016.
PresentaciĂłn realizada en el CapĂtulo de Usuarios de SQL Server en Puerto Rico (PRPASS) en el mes de Octubre del 2012.
Presented during the monthly sessions of Puerto Rico PASS Chapter (www.prpass.org) - October, 2012.
Power BI data modeling is the process of creating a relationship between common columns of multiple tables. If the column headings are the same across tables, then Power BI auto-detects the relationship between tables. Using these columns, we can merge the tables as well.
Elementary Data Analysis with MS Excel_Day-3Redwan Ferdous
Â
This event took place on 9th September 2020. This was arranged by EMK Center (Makerlab). The title was 'Elementary Data Analysis with MS Excel', where very basic data analysis with MS excel was discussed.
In Day-3, MS Excel formula and functions were covered. Almost 20+ Functions were practiced live with the class along with troubleshooting and different logical explanation. Also Error Handling, Data Validation and Macro were taught in the same class.
DAX and Power BI Training - 001 OverviewWill Harvey
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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.
Two of the tech industryâs essential front runners providing business intelligence solutions are Microsoftâs Power BI and Tableau. These leaders of data visualization help businesses narrow down and analyze their data with powerful built-in tools and clear visualizations. Each platform has distinctive strengths and weaknesses that should be considered before deciding on a business intelligence software.
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.
Microsoft Power BI | Brief Introduction | PPTSophia Smith
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What is Power BI?
Microsoft Power BI is one of the most powerful data visualization software. It empowers the organizations with their tools and help the users to transform their raw data into valuable information. Let's have a look on How Power BI helps to your business.
Power BI Interview Questions and Answers | Power BI Certification | Power BI ...Edureka!
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( Power BI Training - https://www.edureka.co/power-bi-training )
This Edureka "PowerBI Interview Questions and Answers" tutorial will help you unravel concepts of Power BI and touch those topics that are very vital for succeeding in Power BI Interviews.
This video helps you to learn the following topics:
1. General Power BI Questions
2. DAX
3. Power Pivot
4. Power Query
5. Power Map
6. Additional Questions
Check out our Power BI Playlist: https://goo.gl/97sJv1
Creating different calculated fields in Tableau.
Data set link : https://github.com/kanikanagpal257/Tableau-Datasets/blob/master/India_Life_Expectancy.xlsx
Excel 2010 brought with it two new features which extend the usefulness of pivot tables: the slicer and the timeline. They are really useful, among other use cases, when you want to easily monitor indicators in your data. Join our fellow Sheena Opulencia-Calub to learn more about this.ďťż
DAX and Power BI Training - 004 Power QueryWill Harvey
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I this session we are introducing Power Query for Excel, the data sources you can connect to, and the transformations you can apply. We also introduce more advanced topics of writing your own M functions.
Step-1 Tableau Introduction
Step-2 Connecting to Data
Step-3 Building basic views
Step-4 Data manipulations and Calculated fields
Step-5 Tableau Dashboards
Step-6 Advanced Data Options
Step-7 Advanced graph Options
DAX and Power BI Training - 001 OverviewWill Harvey
Â
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.
Two of the tech industryâs essential front runners providing business intelligence solutions are Microsoftâs Power BI and Tableau. These leaders of data visualization help businesses narrow down and analyze their data with powerful built-in tools and clear visualizations. Each platform has distinctive strengths and weaknesses that should be considered before deciding on a business intelligence software.
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.
Microsoft Power BI | Brief Introduction | PPTSophia Smith
Â
What is Power BI?
Microsoft Power BI is one of the most powerful data visualization software. It empowers the organizations with their tools and help the users to transform their raw data into valuable information. Let's have a look on How Power BI helps to your business.
Power BI Interview Questions and Answers | Power BI Certification | Power BI ...Edureka!
Â
( Power BI Training - https://www.edureka.co/power-bi-training )
This Edureka "PowerBI Interview Questions and Answers" tutorial will help you unravel concepts of Power BI and touch those topics that are very vital for succeeding in Power BI Interviews.
This video helps you to learn the following topics:
1. General Power BI Questions
2. DAX
3. Power Pivot
4. Power Query
5. Power Map
6. Additional Questions
Check out our Power BI Playlist: https://goo.gl/97sJv1
Creating different calculated fields in Tableau.
Data set link : https://github.com/kanikanagpal257/Tableau-Datasets/blob/master/India_Life_Expectancy.xlsx
Excel 2010 brought with it two new features which extend the usefulness of pivot tables: the slicer and the timeline. They are really useful, among other use cases, when you want to easily monitor indicators in your data. Join our fellow Sheena Opulencia-Calub to learn more about this.ďťż
DAX and Power BI Training - 004 Power QueryWill Harvey
Â
I this session we are introducing Power Query for Excel, the data sources you can connect to, and the transformations you can apply. We also introduce more advanced topics of writing your own M functions.
Step-1 Tableau Introduction
Step-2 Connecting to Data
Step-3 Building basic views
Step-4 Data manipulations and Calculated fields
Step-5 Tableau Dashboards
Step-6 Advanced Data Options
Step-7 Advanced graph Options
Basic Excel training: the training discussed the main components of excel, numeric functions and how to run arithmetic calculations in excel, date functions, text functions, boolean functions, pivot tables, and charts.
This is an excellent presentation on usage of excel with tips which are very helpful in optimizing the things.
This could save you from working all night.
Gives you concise tips that u can readily use handy
Migrate a successful transactional database to azureIke Ellis
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This slide deck will show you techniques and technologies necessary to take a large, transaction SQL Server database and migrate it to Azure, Azure SQL Database, and Azure SQL Database Managed Instance
Mobile App Development Company In Noida | Drona InfotechDrona Infotech
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Looking for a reliable mobile app development company in Noida? Look no further than Drona Infotech. We specialize in creating customized apps for your business needs.
Visit Us For : https://www.dronainfotech.com/mobile-application-development/
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI AppGoogle
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AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App
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Atelier - Innover avec lâIA GĂŠnĂŠrative et les graphes de connaissancesNeo4j
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Atelier - Innover avec lâIA GĂŠnĂŠrative et les graphes de connaissances
Allez au-delĂ du battage mĂŠdiatique autour de lâIA et dĂŠcouvrez des techniques pratiques pour utiliser lâIA de manière responsable Ă travers les donnĂŠes de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la prĂŠcision, la transparence et la capacitĂŠ dâexplication dans les systèmes dâIA gĂŠnĂŠrative. Vous partirez avec une expĂŠrience pratique combinant les relations entre les donnĂŠes et les LLM pour apporter du contexte spĂŠcifique Ă votre domaine et amĂŠliorer votre raisonnement.
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Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
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The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planetâs largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
E-commerce Application Development Company.pdfHornet Dynamics
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Your business can reach new heights with our assistance as we design solutions that are specifically appropriate for your goals and vision. Our eCommerce application solutions can digitally coordinate all retail operations processes to meet the demands of the marketplace while maintaining business continuity.
Need for Speed: Removing speed bumps from your Symfony projects âĄď¸Ĺukasz ChruĹciel
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No one wants their application to drag like a car stuck in the slow lane! Yet itâs all too common to encounter bumpy, pothole-filled solutions that slow the speed of any application. Symfony apps are not an exception.
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A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain
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Understanding variable roles in code has been found to be helpful by students
in learning programming -- could variable roles help deep neural models in
performing coding tasks? We do an exploratory study.
- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
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3. What do you need to know in order to say yes, I know DAX?
1. You need to know these functions:
⢠SUM, AVERAGE, MIN, MAX
⢠COUNT, COUNTROWS
⢠CALCULATE
⢠FILTER
⢠IF/VARIABLES
2. You need to know about Contexts
⢠Row Context
⢠Filter Context
3. Some other things:
⢠Formatting
⢠White space
⢠Time intelligence
⢠Best Practices
⢠X vs nonX functions(SUM vs SUMX)
⢠DAX Studio
⢠Basic Troubleshooting
4. So how will you learn it?
⢠Go in order:
⢠This slide deck
⢠This Power BI Project
⢠Practice, practice, practice
5. And how will you use it?
⢠Works in Excel
⢠Works in Power BI
⢠Works in SQL Server Analysis Services (SSAS) Tabular
6. This presentation
⢠Simplifies the complexity
⢠Might not tell you the whole truth for the sake of simplicity
⢠Is not seeking to be comprehensive, but instead, seeks to allow you to
answer the question, yes, I know DAX in that job interview
7. Your first DAX expression
⢠Check Power BI Desktop tab âYour First DAX Expressionâ
⢠Itâs a calculated column called Order Line Total
⢠Meant to add a column to every record in a table.
Order Line Total = 'Sales OrderDetails'[qty] * 'Sales OrderDetails'[unitprice]
8. Your Second DAX Expression
⢠Check Power BI Desktop tab âYour Second DAX Expressionâ
⢠This is a measure
⢠Meant to perform an aggregation that we can slice & dice
Total Sales = SUM('Sales OrderDetails'[Order Line Total])
9. How can we verify this?
select sum(Sales.OrderDetails.unitprice * Sales.OrderDetails.qty)
from sales.OrderDetails
10. DAX Expression Breakdown
Name the
measure.
Youâll use
that in the
visualization
Built in DAX formula
Table name
Column nameEquals sign separates
expression name from
expression formula
Total Sales = SUM('Sales OrderDetails'[Order Line Total])
11. All kinds of easy to use DAX formulas that you can learn
quickly
⢠SUM
⢠AVERAGE
⢠MIN
⢠MAX
⢠COUNT
⢠COUNTROWS
⢠DATEDIFF
⢠DATEADD
12. ⢠Look at tab âEasy DAX built-in formulasâ
⢠Look under the Orders table for the calculated column âDays to Shipâ
⢠Look under Orders table for measure âAverage Days to Ship
Days To Ship = DATEDIFF('Sales Orders'[orderdate], 'Sales Orders'[shippeddate],DAY)
Play again: AVERAGE and DATEDIFF
Average Days to Ship = AVERAGE('Sales Orders'[Days To Ship])
13. Your Third DAX expression: Calculated Table
⢠Look at the Dates table. It was built with a DAX expression
⢠Created a Dates table with a date per day between the specified
range
⢠Also created a Dates hierarchy
Dates = CALENDAR("1/1/2000", "12/31/2016")
14. Now on to Contexts!
⢠Two different contexts:
⢠Row Context
⢠Filter Context
15. Row Context
⢠We already know how this works! Weâve been using it for all of our calculated
columns. Letâs revisit our first DAX Expression
⢠Notice we expect a value per row in a table
⢠This runs at import and gets stored
⢠Might increase file size
Order Line Total = 'Sales OrderDetails'[qty] * 'Sales OrderDetails'[unitprice]
16. Filter Context
⢠Easy to show with measures
⢠Look at Filter Context 1, 2, 3 in the Power BI Desktop file (PBIX).
17. Filter Context 1
⢠We see it filtered by year and optionally by product category
⢠The measure is only defined once, and the DAX engine takes care of doing
the calculations on the fly
⢠The calculations are not stored, but created and retrieved at query time
20. Now that we understand context, we can answer
this: Measures vs Calculated Columns
Measures Calculated Columns
Different functions Uses Row Contex
Doesnât take up space Mostly text
Less space Executes at the point data is read into the model and
saved (value is static)
Filter Context
Executed at the time it is used
21. CALCULATE: Breaking out of the filter context
Beverages Total Sales = CALCULATE
(
SUM('Sales OrderDetails'[Order Line Total])
, 'Production Categories'[categoryname] = "Beverages"
)
AGGREGATION
FILTER
Look at the tab CALCULATE
22. FILTER
Number of Orders = COUNT('Sales Orders'[orderid])
Number of US Orders = CALCULATE
(
COUNT
(
'Sales OrderDetails'[orderid]
)
, FILTER
(
'Sales Customers'
, 'Sales Customers'[country] = "USA"
)
)
23. VARIABLES & RETURN
Total Sales For Customers with Minimum Order Count =
VAR MinimumOrderCount = 5
VAR CustomersWithMinimumOrders = CALCULATE
(
sum('Sales OrderDetails'[Order Line Total])
, FILTER('Sales Customers', [Number of Orders] > MinimumOrderCount)
)
RETURN CustomersWithMinimumOrders
24. Variables
VAR myVar = 1
Data Type Variable
Name
Variable
Value
RETURN myVar + 25
Expressions must use RETURN to return a value
25. Debugging using variables
⢠RETURN does not need to return the last variable
⢠In a multi-step formula, you can return an earlier value to
troubleshoot it
⢠Simplifies the reading of code, rather than endlessly nesting values
over and over again.
28. X vs nonX functions(SUM vs SUMX)
⢠SUM is an aggregator function. It works like a measure, calculating
based on the current filter context.
⢠SUMX is an iterator function. It works row by row. SUMX has
awareness of rows in a table, hince can reference the intersection of
each row with any columns in the table.
29. SUM vs SUMX Example
Total Sales SUMX = SUMX(
'Sales OrderDetails'
, 'Sales OrderDetails'[qty] * 'Sales OrderDetails'[unitprice]
)
Total Sales = SUM('Sales OrderDetails'[Order Line Total])
30. Best Practice: Organize your code
⢠Keep measures together
⢠Organize them by type
⢠Simple aggregation
⢠Time variance
⢠Ratios and differences
⢠Business-specific calculations
31. Best Practice: Naming Columns & Measures
⢠Feel free to use spaces
⢠Avoid acronyms
⢠Make names terse, but descriptive
⢠Makes Q & A easier to use
⢠In formulas, reference table names for calculated columns and do not
reference table names for measures, so youâll know the difference
32. Best Practice: Formatting
⢠DAX Expressions can have lots of parentheses and square brackets
⢠Please use white space to control this
⢠Hereâs an example of a properly formatted calculated column
Days To Ship = DATEDIFF
(
'Sales Orders'[orderdate]
, 'Sales Orders'[shippeddate]
, DAY
)
33. Basic Troubleshooting
⢠A lot of things can go wrong, but the problem is usually one of two things:
1. A relationship is misconfigured or the data is wrong in the model.
2. Wrong data type
34. Data types
⢠Numeric
⢠String
⢠Bool
⢠DateTime
⢠If a function is expecting a numeric, but gets a string, it wonât work.
Clean up the model and watch it start working.
⢠Uses less space and memory with your model
⢠Improves performance
36. Manipulating the relationships
Total Sales By Ship Year = CALCULATE
(
SUM('Sales OrderDetails'[Order Line Total])
, USERELATIONSHIP('Sales Orders'[shippeddate], Dates[Date])
)
Only one active relationship at a time
37. DAX Studio
⢠Parses
⢠Formats
⢠Shows execution plan
⢠Connects to SSAS Tabular or
Power BI Desktop