This document discusses data analysis tasks for the classroom. It defines data analysis as organizing and looking for patterns in data from various sources like facts, numbers, words, etc. Students are asked to draw their own conclusions from raw materials. Examples of data analysis tasks are given across various subjects from kindergarten through high school. Reasons for using data analysis include making learning more meaningful, providing a visual way to view information, and teaching problem solving skills. Tools for data analysis discussed include numbers, tables, and graphs that can be created using programs like InspireData, Excel, Google Spreadsheets, and Tinkerplots. Word clouds and tag clouds are also presented as tools for visualizing verbal data.
Who has the crystal ball for moving forward with Digital Assessment?Denise Whitelock
Ā
Who has the crystal ball for moving forward with Digital Assessment?
Digital assessment is an evolving construct used in education to enrich, inform and complement the teaching process. Using automatic feedback however, has been under-utilised and under-valued throughout this process and further highlighted with the introduction of electronic teaching and assessments.
This presentation will discuss the issues raised by teachers and students in this arena. It will provide exemplars of how their concerns are currently being addressed by both researchers and software developers in order to support educator feedback to students. Finally, the issue of potential disrupters will be raised which moves us into the realm of crystal ball gazing.
Keynote address presented at WISEflow Conference, Brunel University
STEM beliefs and self-efficacy 2015 (provo peaks)Peter Rich
Ā
Presentation Given at the annual meeting of the Association for Educational Communication and Technology in Indianapolis, IN. This is a report of a year of professional development with helping elementary teachers to learn how to incorporate engineering and computing into their curriculum.
Who has the crystal ball for moving forward with Digital Assessment?Denise Whitelock
Ā
Who has the crystal ball for moving forward with Digital Assessment?
Digital assessment is an evolving construct used in education to enrich, inform and complement the teaching process. Using automatic feedback however, has been under-utilised and under-valued throughout this process and further highlighted with the introduction of electronic teaching and assessments.
This presentation will discuss the issues raised by teachers and students in this arena. It will provide exemplars of how their concerns are currently being addressed by both researchers and software developers in order to support educator feedback to students. Finally, the issue of potential disrupters will be raised which moves us into the realm of crystal ball gazing.
Keynote address presented at WISEflow Conference, Brunel University
STEM beliefs and self-efficacy 2015 (provo peaks)Peter Rich
Ā
Presentation Given at the annual meeting of the Association for Educational Communication and Technology in Indianapolis, IN. This is a report of a year of professional development with helping elementary teachers to learn how to incorporate engineering and computing into their curriculum.
This presentation was given at a professional development inservice for teachers in grades 2-8. It's purpose is to give an introduction into PBL. If you would like more information please email thoma.1@napls.us
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Ā
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Ā
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 thereās more:
In a second workflow supporting the same use case, youāll see:
Your campaign sent to target colleagues for approval
If the āApproveā button is clicked, a Jira/Zendesk ticket is created for the marketing design team
Butāif the āRejectā 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
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
Ā
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 ā USA
Expansion of bot farms ā 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 ā 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/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Ā
Are you looking to streamline your workflows and boost your projectsā efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, youāre 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 āEssentials of Automationā 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.
Hereās what youāll 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.
Weāll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Donāt miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
DevOps and Testing slides at DASA ConnectKari Kakkonen
Ā
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
Ā
As AI technology is pushing into IT I was wondering myself, as an āinfrastructure container kubernetes guyā, 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 benefitās 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.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Ā
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Ā
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/
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
Ā
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. Whatās changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Ā
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.
2. WHAT ARE DATA ANALYSIS TASKS?
ā¢ Itās all about organizing and looking for patterns in
data.
o Provide students with raw materials
ā¢ facts, numbers, words, etc
o Asks them to draw conclusions on their own (based on the
data)
o Not limited to numbers ā itās about patterns of all types
EDUC W200 Week 9
4. MORE EXAMPLES OF ANALYZING DATA
ā¢
ā¢
ā¢
ā¢
ā¢
ā¢
ā¢
Taking measurements of three different plants over the course of a month
(science)
Looking up the parties of presidential election winners and recording them for each
election year (social studies)
Looking at multiple poems and finding the common meters, themes, structures
(ELA)
Measuring angles and using these measurements to create ārulesā for geometry
(math)
Using surveys to compare favorite style of music, favorite instrument, favorite
concept studied in Music Appreciation class across grade levels (Fine Arts)
Children use the balance scale to compare a variety of small objects and determine
which item is heavier and record it on the sheet (early childhood)
Investigating the number of football related deaths in high schools across the
country for the past 30 years to detect trends (Health/Physical Education)
EDUC W200 Week 9
5. WHY BOTHER WITH DATA ANALYSIS TASKS?
ā¢ Analyzing your real data makes learning more
meaningful
ā¢ Provides a visual way to view information (Ex: Wordle
or InspireData)
ā¢ It also teaches problem solving
EDUC W200 Week 9
7. TOOLS FOR DATA ANALYSIS
ā¢ Numbers, Tables and
Graphs
o
o
o
o
InspireData
Excel
Google Spreadsheets
Tinkerplots (4th ā 8th
grade)
o Fathom
EDUC W200 Week 9
ā¢ Visualizing verbal data
o
o
o
o
Wordle
Tagxedo
Excel/Spreadsheets
Visualization Tools
(Mashable)
15. INSTRUCTIONS
ā¢ Watch the video on the next slide on your own
ā¢ Follow the directions on the following slides to
complete the Hands-On Activity
EDUC W200 Week 9
16. VIDEO INTRODUCTION TO INSPIRE DATA
http://www.youtube.com/watch?feature=player_embedded&v=g1mKHldLUi0
EDUC W200 Week 9
17. HANDS-ON ACTIVITY: DATA ANALYSIS
ā¢ Open InspireData, then click āopenā
ā¢ InspireData contains sample data sets
o Choose one appropriate to your subject area (or close to it)
or grade level
o Play around with the data:
ā¢ Create different graphs using InspireData
ā¢ Take screenshots of only 3 graphs and save to to
your desktop as Picture 1, Picture 2 and Picture 3
EDUC W200 Week 9
18. HANDS-ON ACTIVITY: DATA ANALYSIS
ā¢ Post it to your Teacher Website ļ Tech Resources
o Title: Link to the InspireData website
o Screen shot: create a table (1 x 3) and insert your 3
graphs into each cell
o Description: Describe how InspireData can be used
in your subject area/grade level (using a teacher
voice).
o Educational Value: Discuss 3 Eās in terms of using
InspireData.
EDUC W200 Week 9
Data Analysis TasksLooking for patterns or trendsClassifying, sequencing, categorizingDoesnāt have to be complicated to be effective!Can be done with collected data or database dataItās all about thinking about, moving around, organizing and looking for patterns in data.
For the first example, it contains different science project ideas for teachers to design kids science projects. For example, the project: Why do leaves change color in the fall? Students can use chromatography to separate the colors in a leaf, observe how light affects color development and so on..The video(0:00~3:15): Student exercise for Statistical Analysis to Rank Baseball Players
Based on your studentsā subject area, pick up some examples to talk.Examples of analyzing dataDistributing survey of height, weight, and gender (math/statistics)Plotting various combinations of the data for statistical analysis or āeyeball testingāTaking measurements of three different plants over the course of a month (science)Plotting the growth and comparingLooking up the parties of presidential election winners and recording them for each election year (social studies)Creating a timeline of the winners and major historical events and looking for patterns
Letting students analyze their own data instead of ājust telling them the rule/patternā adds authenticityIt gives students a chance to look at unifying themes (Ex: Wordle) or visual representations of many details (InspireData)It also teaches problem solving - they wonāt always have you to tell them the rule or pattern! If the student can figure out the
These tables are a good example of what the students will be looking at on their computers during a given lesson. The simplicity of the program aloows for creation of such tables in mere seconds given a sufficient list of data. Within a few clicks from our toolbar, students can easily relate different data sets to explore and discover new information. After gathering results, the student can easily manipulate each table using the Separate or Stack tools. Students can even place new data sets into the same table to seek different results and explore new relations. Or if the data sets given don't fit the criteria to answer a question given, students can use formula tables to creat new assets to dive deeper into the relations given.Ā Tinkerplots is a simple yet creative program that engages students in efficient data organization, and could be a very useful technology in today's classroom. Teachers shoud take note of the simplistic nature of the program, and try to develope challenging questions along with the data and activity they give to the class. Make sure to challenge the student to use all his tools to critically analyze the material given. Problem solving skills can be highly developed with such an intuitive program as Tinkerplots.
US Constitution.
MacBeth. Shakespeare./ Also talk about wordle is good for foreign language learning
This Wordle was created from the NETS-T standard. The larger words are the words that are repeated most often.