Excel continues to be the scratchpad for data analysis everywhere, and with new capabilities for JavaScript-based functions and connections to ML based models, you can bring in all of the power of your data analysis tools right inline to your formulas.
ArcGIS 10.2 includes additional and improved functionality for cartography. In this demonstration, I introduce enhancements to the software for mapmaking, including labeling, symbology, map elements, data management, and exporting. Improvements to the ArcGIS for Desktop interface are also shown.
So, you have IoT Devices connected to IoT Hub sending telemetry data into the Microsoft Azure cloud. Now what? This session will take you through setting up real-time stream processing of IoT data. We’ll look at integrating services like Azure Stream Analytics, Azure Functions, and Cosmos DB to build a highly scalable stream processing backend for any IoT solution. You’ll leave this session better prepared to handle real-time IoT stream processing in Azure; plus you’ll do it with less code by utilizing serverless Azure Functions.
ArcGIS 10.2 includes additional and improved functionality for cartography. In this demonstration, I introduce enhancements to the software for mapmaking, including labeling, symbology, map elements, data management, and exporting. Improvements to the ArcGIS for Desktop interface are also shown.
So, you have IoT Devices connected to IoT Hub sending telemetry data into the Microsoft Azure cloud. Now what? This session will take you through setting up real-time stream processing of IoT data. We’ll look at integrating services like Azure Stream Analytics, Azure Functions, and Cosmos DB to build a highly scalable stream processing backend for any IoT solution. You’ll leave this session better prepared to handle real-time IoT stream processing in Azure; plus you’ll do it with less code by utilizing serverless Azure Functions.
Announcing AWS Step Functions - December 2016 Monthly Webinar SeriesAmazon Web Services
AWS Step Functions is a new, fully managed service that makes it easy to coordinate the components of distributed applications and microservices using visual workflows. Step Functions is a reliable way to coordinate components and step through the functions of your application at scale. This session shows how to use Step Functions to create, run, and debug multi-service applications in a matter of minutes. We also share how customers are using Step Functions to build and operate complex applications, such as order processing, report generation, and data transformation – and to innovate faster.
Learning Objectives:
• Learn about the capabilities and features of AWS Step Functions
• Learn about the benefits of AWS Step Functions
• Learn about the different use cases
• Learn how to get started using AWS Step Functions
• Build and coordinate the components of your application as a series of steps
• Link AWS Lambda functions or Amazon EC2 instances together to create multi-step apps
• Learn to automatically catch and recover from errors
• Operate and scale your application in a reliable fashion
Create cross-platform apps that interact with Microsoft Graph and Office 365 ...Codemotion
Microsoft Graph is the access point to many Microsoft APIs (Office 365, Outlook.com, Excel Online, SharePoint, OneDrive, Skype, etc...) and unlocks many scenarios like editing Office documents stored in OneDrive from an app, accessing user and organization data, interact with mail, calendar and presence, receiving a call when something change on a file, directory, calendar item, and so on. In this session we'll see how to interact with Microsoft Graph from many cross-platform technologies, both client side (i.e. Xamarin) and server side.
Spark Summit EU 2015: Spark DataFrames: Simple and Fast Analysis of Structure...Databricks
A technical overview of Spark’s DataFrame API. First, we’ll review the DataFrame API and show how to create DataFrames from a variety of data sources such as Hive, RDBMS databases, or structured file formats like Avro. We’ll then give example user programs that operate on DataFrames and point out common design patterns. The second half of the talk will focus on the technical implementation of DataFrames, such as the use of Spark SQL’s Catalyst optimizer to intelligently plan user programs, and the use of fast binary data structures in Spark’s core engine to substantially improve performance and memory use for common types of operations.
That's Rich! Putting a smile on ADF Faces (ODTUG Kaleidoscope 2009)Lucas Jellema
ADF web applications have been hailed as productive to develop and functionally complete. However, ADF 11g RichFaces makes them visually attractive, rich and really Web 2.0 too. This presentation is about enriching ADF Web applications with 11g RichFaces. It discusses features, components, containers, events and behaviors that ADF developers now have at their disposal and how to best use them. Key topics: panelsplitter, accordion, popup, menu, skinning, charts, Server-Push, AJAX-PPR-client-server-interaction, client events API, customization.
Announcing AWS Step Functions - December 2016 Monthly Webinar SeriesAmazon Web Services
AWS Step Functions is a new, fully managed service that makes it easy to coordinate the components of distributed applications and microservices using visual workflows. Step Functions is a reliable way to coordinate components and step through the functions of your application at scale. This session shows how to use Step Functions to create, run, and debug multi-service applications in a matter of minutes. We also share how customers are using Step Functions to build and operate complex applications, such as order processing, report generation, and data transformation – and to innovate faster.
Learning Objectives:
• Learn about the capabilities and features of AWS Step Functions
• Learn about the benefits of AWS Step Functions
• Learn about the different use cases
• Learn how to get started using AWS Step Functions
• Build and coordinate the components of your application as a series of steps
• Link AWS Lambda functions or Amazon EC2 instances together to create multi-step apps
• Learn to automatically catch and recover from errors
• Operate and scale your application in a reliable fashion
Create cross-platform apps that interact with Microsoft Graph and Office 365 ...Codemotion
Microsoft Graph is the access point to many Microsoft APIs (Office 365, Outlook.com, Excel Online, SharePoint, OneDrive, Skype, etc...) and unlocks many scenarios like editing Office documents stored in OneDrive from an app, accessing user and organization data, interact with mail, calendar and presence, receiving a call when something change on a file, directory, calendar item, and so on. In this session we'll see how to interact with Microsoft Graph from many cross-platform technologies, both client side (i.e. Xamarin) and server side.
Spark Summit EU 2015: Spark DataFrames: Simple and Fast Analysis of Structure...Databricks
A technical overview of Spark’s DataFrame API. First, we’ll review the DataFrame API and show how to create DataFrames from a variety of data sources such as Hive, RDBMS databases, or structured file formats like Avro. We’ll then give example user programs that operate on DataFrames and point out common design patterns. The second half of the talk will focus on the technical implementation of DataFrames, such as the use of Spark SQL’s Catalyst optimizer to intelligently plan user programs, and the use of fast binary data structures in Spark’s core engine to substantially improve performance and memory use for common types of operations.
That's Rich! Putting a smile on ADF Faces (ODTUG Kaleidoscope 2009)Lucas Jellema
ADF web applications have been hailed as productive to develop and functionally complete. However, ADF 11g RichFaces makes them visually attractive, rich and really Web 2.0 too. This presentation is about enriching ADF Web applications with 11g RichFaces. It discusses features, components, containers, events and behaviors that ADF developers now have at their disposal and how to best use them. Key topics: panelsplitter, accordion, popup, menu, skinning, charts, Server-Push, AJAX-PPR-client-server-interaction, client events API, customization.
Similar to Smarter data analysis with JavaScript and Azure ML functions in Excel (20)
Visual Studio and Xamarin enable developers to create native Android and iOS apps with world-class tools in a fast, familiar, and flexible way. Join this tour of how you can use your existing C# and .NET skills to create fully native apps on every platform.
Best practices with Microsoft Graph: Making your applications more performant...Microsoft Tech Community
Learn how to take advantage of APIs, platform capabilities and intelligence from Microsoft Graph to make your app more performant, more resilient and more reliable
Build interactive emails for Outlook with Actionable Messages using Adaptive Cards. In this session, you will learn how to code a simple and great looking Actionable Message end-to-end.
As organizations deploy additional security controls to combat today’s evolving threats, integration challenges often limit the return of investment. The new security API in the Microsoft Graph makes it easier for enterprise developers and ISVs to unlock insights from these solutions by unifying and standardizing alerts for easier integration and correlation, bringing together contextual data to inform investigations, and enabling automation for greater SecOps efficiency. We will walk through real world examples of applications that leverage the security API to help customers realize the full value of their security investments.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
13. Bullet Chart
A bar chart with extra
visual elements to
provide additional
context. Useful for
tracking goals
Word Cloud
Use font size and
location to indicate text
frequency in data
Gantt
A type of bar chart
which illustrates a
schedule with resources
Chord
Graphical method of
displaying the inter-
relationships between
data in a matrix
Sankey
Flow diagram where
the width of the series
is proportional to the
quantity of the flow
Dual KPI
Visualizes two
measures over time,
showing their trend on
a joint timeline
Infographic Designer
control the specific
appearance of charts
with control of shapes,
color, layout, and the
ability to bind shapes
and images to data
Calendar
Display data distributed
over time in a
compelling and clear
style
Tachometer
A flexible gauge visual
for communicating
data against reference
scale
Tornado
Comparing the relative
importance of variables
between two groups
Bars / Gauges Relationships / Flows Timelines / Trends Image / Text
14.
15. [CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE] [CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
1
10
100
1000
10000
100000
XLL (Baseline) VBA Web control
process
(original)
In-proc
ChakraCore
(production)
In-proc
ChakraCore
(prototype)
timefor1000Functions(ms)
Perf comparisons for synchronous custom functions
Long-running function (Find 1000th Prime)
Short-running function (Mortgage Payment)
Details
• Intel Xeon E5-1680 v4 @ 3.40GHz (8 cores)
• Measured total time for 1000 functions
• Median of 20 trials
• ChakraCore runtimes are preloaded
Test Scenarios
• Calculate the mortgage payment for a given
principal, period, and rate
• Find the 1000
th
prime number
16.
17. new for JS custom functions
Ignite 2017 Build 2018
Excel for Windows desktop only Excel for Windows desktop
Excel for Mac
Excel Online (Chrome, Firefox, Edge, IE, Safari)
Async functions in a separate process Async functions in a separate process
Fast sync functions directly in Excel’s process
Registration via API (low speed, high-memory) Declarative registration (fast, low-memory)
21. {
name: “ADDTO42",
description: "Returns the sum of a number and 42",
result: {
type: “number",
dimensionality: “scalar",
},
parameters: [{
name: "num",
description: "The number be added to 42",
type: “number",
dimensionality: “scalar",
}],
options: {
sync: true,
}
};
New
25. function invocation
set result
streaming (eg. WebSocket sendmessage)
streaming (eg. Websocket onmessage)
streaming (eg. Websocket onmessage)
streaming (eg. Websocket onmessage)
set result
set result
27. function invocation
cancel
streaming (eg. WebSocket sendmessage)
streaming (eg. Websocket onmessage)
streaming (eg. Websocket onmessage)
unsubscribe
set result
set result
New
28. function INCREMENTVALUE(increment, caller){
var result = 0;
var timer = setInterval(function(){
result += increment;
caller.setResult(result);
}, 1000);
caller.onCanceled = function(){
clearInterval(timer);
};
}
options: { stream: true, cancelable: true }
29. var savedWeights{};
function STREAMWEIGHT(scaleID, interval, caller){
if(!savedWeights[scaleID]) refreshWeight(scaleID);
function getNextWeight(){
caller.setResult(savedWeights[scaleID]); // sends the saved value to Excel.
setTimeout(getNextWeight, interval); // wait before updating Excel again
}
getNextWeight ();
}
function refreshWeight (scaleID){
sendWebRequestExample(scaleID, function(data){
savedWeights[scaleID] = data.weight;
});
setTimeout(function(){
refreshWeight(scaleID);
}, 1000); // wait 1 second before updating the saved weight for scaleID
}
30. function
var 0 0 0 0
for 0
for 0
if
else if
return
parameter[0].dimensionality = "matrix";
32. Ignite 2017 Build 2018 Future
Excel for Windows
desktop only
Excel for Windows desktop
Excel for Mac
Excel Online (Chrome, Firefox,
Edge, IE, Safari)
All Excel platforms
Async functions in a
separate process
Async functions in a separate
process
Fast sync functions directly in
Excel’s process
Async functions in a separate and
optimized process
Fast sync functions directly in Excel’s
process
Functions can also run remotely
Sideloading for
developer deployment
Sideloading for developer
deployment
Sideloading
AppSource Deployment
Centralized Deployment
46. Join the Office Developer Program
Learn more
Come hack with us - aka.ms/office365hackathon
Visit dev.office.com
See everything from Build - https://aka.ms/OfficeBuild2018
Follow us - @OfficeDev, #MicrosoftGraph, #SharePoint @MicrosoftTeams
Join community calls - Graph, AD, Outlook, Teams, Excel, and SharePoint
47. CODE TITLE DATE START
BRK2420 Streamline business processes with Flow and Office 365 5/7/2018 1:00PM
BRK3507 Create productive apps with Office 365 5/7/2018 2:45PM
BRK2407 Microsoft Graph: Connect to essential data every app needs 5/7/2018 2:45PM
BRK2419 Smarter data analysis with JavaScript and Azure ML functions in Excel 5/8/2018 10:30AM
BRK2403 Build the ultimate team hub with Microsoft Teams 5/8/2018 1:15PM
BRK2409
Leveraging SharePoint as a development platform for the modern
intranet
5/8/2018 4:45PM
BRK2418 New experience in Outlook 5/9/2018 2:45PM
BRK2402
Build intelligent analytics apps with Microsoft Graph and Azure
capabilities
5/9/2018 4:30PM