The document discusses the development of a new eMed system at the UNSW Faculty of Medicine to support their new medicine program, curriculum, and approach to assessment. It describes building a custom system iteratively with partners and in-house that includes core databases and provides student, academic, and collective intelligence through features like a timetable, degree map, asking the map for student self-reflection, and tools for building, submitting, marking and reviewing portfolios. The goal is for the system to be used daily and measure success.
1) Dr. Sanam Ahmad is having a therapy session with her patient Sarah who is describing frightening recurring dreams.
2) In the dreams, Sarah sees a blurred man and herself. She feels like she knows the man but cannot see his face.
3) Sarah describes hearing painful screams and seeing blood on her hands, though when she looks there is no blood. The film title "Killer Instinct" then appears on her hands.
Steve Jobs shares three stories from his life in his 2005 Stanford commencement address:
1. He dropped out of college after 6 months but took a calligraphy class that influenced Apple's emphasis on beautiful typography decades later, showing the importance of exploring curiosities.
2. He was fired from Apple at 30 but it allowed him to start new successful ventures like NeXT and Pixar, teaching that losses can enable future gains.
3. Receiving a cancer diagnosis he was told would kill him in months inspired him to follow his passions and not let fears deter him, as death is inevitable for all.
1) Sarah, an 18-year-old woman, begins having vivid visions of the future that come true and terrify her, including seeing herself murder a man.
2) She seeks help from psychiatrist Dr. Sanam Ahmad, who uses hypnotherapy and other techniques to help Sarah confront her lonely childhood and neglectful father.
3) However, when Sarah's final vision comes to pass, the psychiatrist's methods fail and Sarah ends up killing the man she sees, who is revealed to be her own father from her past.
Counselors for Computing - Recruiting for CS jkrauss
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Recruiting Students into Computer Science: More participation = greater opportunity. NCWIT slide deck for EDC and CAITE webinar with Massachusetts teachers and counselors
This document describes a student project to develop an education news portal called "Education-info" that allows users to access information about universities, colleges, admissions, exams, scholarships and careers. It provides details on the team members, objectives, features, methodologies, technologies used, screen designs, limitations and future plans for the project. The portal aims to be a centralized place for all education-related news and information to help users with their academic pursuits.
The University of Colorado Denver offers a Master of Information System degree through its MIS program. The one-year full-time program has a tuition of $45,720 and accepts students in the fall, spring, and summer terms. It requires a minimum 3.30 GPA and does not require GRE/GMAT scores for admission. The program emphasizes both technical skills and business acumen through a cutting-edge curriculum covering topics like database management, cybersecurity, and data analytics. Graduates have an average starting salary of $72,500 and are recruited by top companies in the field.
Computer Science Engineering (CSE) is a branch of engineering that focuseson the design, development, and implementation of computer systems andsoftware. It combines principles of computer science, mathematics, and engineering to create technologies and solutions that address a wide range of practical and theoretical problems.
Infos Connect Study Abroad, renowned as the Best Study Abroad Consultancy in Kochi, stands as a beacon of excellence in facilitating international education journeys. Our consultancy is dedicated to providing unparalleled guidance and support to students aspiring to pursue education abroad. With a team of experienced professionals, we offer comprehensive services tailored to meet individual needs, ensuring a seamless transition to esteemed institutions worldwide. As the premier overseas education consultant in Kochi, Infos Connect Study Abroad prides itself on offering expert advice, meticulous planning, and unwavering assistance throughout the entire application process. From selecting the ideal destination and institution to navigating visa procedures and accommodation arrangements, we are committed to empowering students to fulfill their academic ambitions with confidence and success. Trust in Infos Connect Study Abroad for a transformative educational experience that opens doors to a world of opportunities.
click to leran more : https://infosconnect.com/
1) The document proposes developing an interactive website called "E-College" to improve communication and the educational process between faculty management, instructors, and students at Benha University Faculty of Computers and Informatics.
2) The website would include student profiles, instructor profiles and schedules, evaluation forms, educational resources, and a section connecting students to job and training opportunities.
3) The goals are to treat poor interactions, get rid of routine tasks, and raise students' market opportunities through visual learning resources and lightweight job experiences posted on the website.
A presentation by Dr. David Cheney for the Investing in Abilities 2017 lecture series, on emerging technologies and tech strategies for empowerment, especially focused on using education to crowdsource solutions to interesting problems and develop compassion and a sense of humanity.
AbcdeSIM is an online simulation program that allows doctors and nurses to train for emergency situations in a virtual emergency department. It uses advanced gaming technology and a high-fidelity physiological model to create realistic patient scenarios. Learners assess patients, make diagnoses, and provide treatment, receiving feedback on their performance. The simulation allows training in a safe environment without risk to real patients. AbcdeSIM is used in over 35 hospitals internationally to supplement emergency medicine education.
The document provides information about searching for "Cooperative Learning" on the University of Sydney website. It displays 10 search results that include pages about cooperative coding, enquiry-based learning, collaborative learning, and multi-agent learning. It also lists courses at the University of Sydney that include the unit "Critical Thinking" as part of their curriculum.
This document discusses Warwick Medical School's implementation of iPads in medical education. It begins by providing background on Warwick Medical School and its graduate-entry medical program. It then discusses surveying students about their current digital experiences and device usage. Students expressed wanting more digital technologies used in their education. The school implemented a pilot program loaning iPads to volunteer students. Student feedback found the iPads improved learning by allowing easy access to medical references and notes. Students reported the iPads enhanced learning during clinical placements by enabling note-taking and looking up patient information. Based on success, the school plans to expand the iPad loan program to more students.
General Framework for Sentiment Analysis of Twitter Data, with Special Attent...Bethmi Gunasekara
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This project presents a general framework for sentiment analysis of Twitter data, by analyzing the typical public reaction towards health and well-being in Twitter media. The proposed framework is developed using Python, based on part-of-speech (POS) tagged bigrams. Tweets mentioning about common health issues are collected using NodeXL, a free and open-source network analysis tool. Extracted unstructured twitter data is preprocessed and a representative feature vector is generated for each tweet. A probabilistic classifier like Na誰ve Bayes is trained to determine the polarity and polarity score of the tweet.
This system presents three major outputs: automatic classification of a given tweet, analysis of the general public attitude as well as the top stories from that given set of tweets. Also it contains a module to track the most popular words or phrases in the feed related to a specific topic.
Guide me Android APP to Student enrolling Subjects忰惆 惘愃
油
This document outlines a graduation project to develop a mobile application called "Guide Me" by a group of students at Cairo Higher Institute for Engineering, Computer Science and Management. The application was created to help students access information and services more easily. It allows students to get information about the institute, place food orders, submit requests to the student affairs office, and enroll in subjects. The project objectives, system analysis, design, and implementation are discussed. Future work is proposed to further develop the application by hosting it online, improving the enrollment process, adding GPA calculation, informing students of activities and lectures.
Guide me Android APP to Student enrolling Subjects忰惆 惘愃
油
This document outlines a graduation project to develop a mobile application called "Guide Me" by a group of students at Cairo Higher Institute for Engineering, Computer Science and Management. The application was created to help students access information and services more easily. It allows students to get information about the institute, place food orders, submit requests to the student affairs office, and enroll in subjects. The project objectives, system analysis, design, and implementation are discussed. Future work is proposed to further develop the application by hosting it online, improving the enrollment process, adding GPA calculation, informing students of activities, and displaying lecture schedules.
This document provides information about the Management Information System (MIS) at City University. It discusses the responsibilities of MIS which include providing students and departments with information and calculating account details. It describes the inputs, processing, outputs, and feedback in the MIS. Some of the inputs include class attendance, test scores, and fees. Data is processed using electronic data processing. Outputs are delivered to students and used internally. The MIS also interacts with the university's environment, uses networks like intranet and internet, and faces ethical and security challenges.
Muhanned Mohammed Al Anwer Abd Allah Ahmed is a Sudanese national born on June 5, 1987. He received a Master of Science in Electronics Engineering from the University of Gezira in Sudan and a Bachelor of Science in Engineering Technology, specializing in Electronics Engineering. He has worked as a lecturer in biomedical engineering and held various administrative roles. His work experience also includes supervising student projects and working in hospitals maintaining various medical equipment.
This document discusses performance analysis of a smart water bottle implemented as an IoT device. It presents the system architecture of a cloud-based smart water bottle that collects data from various sensors and sends it to a server via WiFi. The key components include a microcontroller, volume sensor, touch sensor, inertial sensor, Bluetooth Low Energy module, temperature sensor and a development board. It also describes the software model for data collection, processing, aggregation and communication with the server. Time and power profiling experiments are conducted to analyze the design space and evaluate performance metrics like server connectivity and operational time.
Kickstart Your QA: An Introduction to Automated Regression Testing ToolsShubham Joshi
油
For teams eager to elevate their quality assurance practices, this guide offers an introductory look at automated regression testing tools. In the realm of software development, regression tests are vital to ensuring that recent code changes dont inadvertently break existing functionality. This article demystifies how automated regression testing tools function and why theyre indispensable for maintaining software quality. It covers the basics of setting up automated tests, integrating these tests into your CI/CD pipelines, and choosing the right tool to match your projects needs. With clear explanations and actionable insights, youll discover how these tools help reduce manual testing burdens and catch bugs early. The guide also highlights common challenges beginners face and offers practical solutions to overcome them. Whether youre a QA professional or a developer stepping into the world of test automation, this resource will help you kickstart your journey toward more reliable, efficient, and scalable testing practices.
Leadership u automatizaciji: RPA prie iz prakse!UiPathCommunity
油
Dobrodo邸li na "AI Powered Automation Leadership Talks", online dogaaj koji okuplja senior lidere i menad転ere iz razliitih industrija kako bi podelili svoja iskustva, izazove i strategije u oblasti RPA (Robotic Process Automation). Ovaj dogaaj pru転a priliku da zavirite u nain razmi邸ljanja ljudi koji donose kljune odluke u automatizaciji i liderstvu.
Kroz panel diskusiju sa tri izuzetna strunjaka, istra転iemo:
Kako uspe邸no zapoeti i skalirati RPA projekte u organizacijama.
Koji su najvei izazovi u implementaciji RPA-a i kako ih prevazii.
Na koje naine automatizacija menja radne procese i poma転e timovima da ostvare vi邸e.
Bez obzira na va邸e iskustvo sa UiPath-om ili RPA uop邸te, ovaj dogaaj je osmi邸ljen kako bi bio koristan svima od menad転era do tehnikih lidera, i svima koji 転ele da unaprede svoje razumevanje automatizacije.
Pridru転ite nam se i iskoristite ovu jedinstvenu priliku da nauite od onih koji vode automatizaciju u svojim organizacijama. Pripremite svoja pitanja i inspiraciju za sledee korake u va邸oj RPA strategiji!
The Constructor's Digital Transformation Playbook: Reducing Risk With TechnologyAggregage
油
https://www.professionalconstructorcentral.com/frs/27678427/the-constructor-s-digital-transformation-playbook--reducing-risk-with-technology
Reduce risk and boost efficiency with digital transformation in construction. Join us to explore how AI, automation, and data-driven insights can improve project safety and streamline operations.
AI Trends and Fun Demos Sothebys Rehoboth PresentationEthan Holland
油
Ethan B. Holland explores the impact of artificial intelligence on real estate and digital transformation. Covering key AI trends such as multimodal AI, agency, co-pilots, and AI-powered computer usage, the document highlights how emerging technologies are reshaping industries. It includes real-world demonstrations of AI in action, from automated real estate insights to AI-generated voice and video applications. With expertise in digital transformation, Ethan shares insights from his work optimizing workflows with AI tools, automation, and large language models. This presentation is essential for professionals seeking to understand AIs role in business, automation, and real estate.
UiPath Automation Developer Associate Training Series 2025 - Session 1DianaGray10
油
Welcome to UiPath Automation Developer Associate Training Series 2025 - Session 1.
In this session, we will cover the following topics:
Introduction to RPA & UiPath Studio
Overview of RPA and its applications
Introduction to UiPath Studio
Variables & Data Types
Control Flows
You are requested to finish the following self-paced training for this session:
Variables, Constants and Arguments in Studio 2 modules - 1h 30m - https://academy.uipath.com/courses/variables-constants-and-arguments-in-studio
Control Flow in Studio 2 modules - 2h 15m - https:/academy.uipath.com/courses/control-flow-in-studio
鏝 For any questions you may have, please use the dedicated Forum thread. You can tag the hosts and mentors directly and they will reply as soon as possible.
Mastering ChatGPT & LLMs for Practical Applications: Tips, Tricks, and Use CasesSanjay Willie
油
Our latest session with Astiostech covered how to unlock the full potential of ChatGPT and LLMs for real-world use!
Key Takeaways:
Effective Prompting: Crafting context-specific, high-quality prompts for optimal AI responses.
Advanced ChatGPT Features: Managing system prompts, conversation memory, and file uploads.
Optimizing AI Outputs: Refining responses, handling large texts, and knowing when fine-tuning is needed.
Competitive Insights: Exploring how ChatGPT compares with other AI tools.
Business & Content Use Cases: From summarization to SEO, sales, and audience targeting.
The session provided hands-on strategies to make AI a powerful tool for content creation, decision-making, and business growth.
Are you using AI effectively in your workflow? Lets discuss how it can improve efficiency and creativity!
#AI #ChatGPT #PromptEngineering #ArtificialIntelligence #LLM #Productivity #Astiostech
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The University of Colorado Denver offers a Master of Information System degree through its MIS program. The one-year full-time program has a tuition of $45,720 and accepts students in the fall, spring, and summer terms. It requires a minimum 3.30 GPA and does not require GRE/GMAT scores for admission. The program emphasizes both technical skills and business acumen through a cutting-edge curriculum covering topics like database management, cybersecurity, and data analytics. Graduates have an average starting salary of $72,500 and are recruited by top companies in the field.
Computer Science Engineering (CSE) is a branch of engineering that focuseson the design, development, and implementation of computer systems andsoftware. It combines principles of computer science, mathematics, and engineering to create technologies and solutions that address a wide range of practical and theoretical problems.
Infos Connect Study Abroad, renowned as the Best Study Abroad Consultancy in Kochi, stands as a beacon of excellence in facilitating international education journeys. Our consultancy is dedicated to providing unparalleled guidance and support to students aspiring to pursue education abroad. With a team of experienced professionals, we offer comprehensive services tailored to meet individual needs, ensuring a seamless transition to esteemed institutions worldwide. As the premier overseas education consultant in Kochi, Infos Connect Study Abroad prides itself on offering expert advice, meticulous planning, and unwavering assistance throughout the entire application process. From selecting the ideal destination and institution to navigating visa procedures and accommodation arrangements, we are committed to empowering students to fulfill their academic ambitions with confidence and success. Trust in Infos Connect Study Abroad for a transformative educational experience that opens doors to a world of opportunities.
click to leran more : https://infosconnect.com/
1) The document proposes developing an interactive website called "E-College" to improve communication and the educational process between faculty management, instructors, and students at Benha University Faculty of Computers and Informatics.
2) The website would include student profiles, instructor profiles and schedules, evaluation forms, educational resources, and a section connecting students to job and training opportunities.
3) The goals are to treat poor interactions, get rid of routine tasks, and raise students' market opportunities through visual learning resources and lightweight job experiences posted on the website.
A presentation by Dr. David Cheney for the Investing in Abilities 2017 lecture series, on emerging technologies and tech strategies for empowerment, especially focused on using education to crowdsource solutions to interesting problems and develop compassion and a sense of humanity.
AbcdeSIM is an online simulation program that allows doctors and nurses to train for emergency situations in a virtual emergency department. It uses advanced gaming technology and a high-fidelity physiological model to create realistic patient scenarios. Learners assess patients, make diagnoses, and provide treatment, receiving feedback on their performance. The simulation allows training in a safe environment without risk to real patients. AbcdeSIM is used in over 35 hospitals internationally to supplement emergency medicine education.
The document provides information about searching for "Cooperative Learning" on the University of Sydney website. It displays 10 search results that include pages about cooperative coding, enquiry-based learning, collaborative learning, and multi-agent learning. It also lists courses at the University of Sydney that include the unit "Critical Thinking" as part of their curriculum.
This document discusses Warwick Medical School's implementation of iPads in medical education. It begins by providing background on Warwick Medical School and its graduate-entry medical program. It then discusses surveying students about their current digital experiences and device usage. Students expressed wanting more digital technologies used in their education. The school implemented a pilot program loaning iPads to volunteer students. Student feedback found the iPads improved learning by allowing easy access to medical references and notes. Students reported the iPads enhanced learning during clinical placements by enabling note-taking and looking up patient information. Based on success, the school plans to expand the iPad loan program to more students.
General Framework for Sentiment Analysis of Twitter Data, with Special Attent...Bethmi Gunasekara
油
This project presents a general framework for sentiment analysis of Twitter data, by analyzing the typical public reaction towards health and well-being in Twitter media. The proposed framework is developed using Python, based on part-of-speech (POS) tagged bigrams. Tweets mentioning about common health issues are collected using NodeXL, a free and open-source network analysis tool. Extracted unstructured twitter data is preprocessed and a representative feature vector is generated for each tweet. A probabilistic classifier like Na誰ve Bayes is trained to determine the polarity and polarity score of the tweet.
This system presents three major outputs: automatic classification of a given tweet, analysis of the general public attitude as well as the top stories from that given set of tweets. Also it contains a module to track the most popular words or phrases in the feed related to a specific topic.
Guide me Android APP to Student enrolling Subjects忰惆 惘愃
油
This document outlines a graduation project to develop a mobile application called "Guide Me" by a group of students at Cairo Higher Institute for Engineering, Computer Science and Management. The application was created to help students access information and services more easily. It allows students to get information about the institute, place food orders, submit requests to the student affairs office, and enroll in subjects. The project objectives, system analysis, design, and implementation are discussed. Future work is proposed to further develop the application by hosting it online, improving the enrollment process, adding GPA calculation, informing students of activities and lectures.
Guide me Android APP to Student enrolling Subjects忰惆 惘愃
油
This document outlines a graduation project to develop a mobile application called "Guide Me" by a group of students at Cairo Higher Institute for Engineering, Computer Science and Management. The application was created to help students access information and services more easily. It allows students to get information about the institute, place food orders, submit requests to the student affairs office, and enroll in subjects. The project objectives, system analysis, design, and implementation are discussed. Future work is proposed to further develop the application by hosting it online, improving the enrollment process, adding GPA calculation, informing students of activities, and displaying lecture schedules.
This document provides information about the Management Information System (MIS) at City University. It discusses the responsibilities of MIS which include providing students and departments with information and calculating account details. It describes the inputs, processing, outputs, and feedback in the MIS. Some of the inputs include class attendance, test scores, and fees. Data is processed using electronic data processing. Outputs are delivered to students and used internally. The MIS also interacts with the university's environment, uses networks like intranet and internet, and faces ethical and security challenges.
Muhanned Mohammed Al Anwer Abd Allah Ahmed is a Sudanese national born on June 5, 1987. He received a Master of Science in Electronics Engineering from the University of Gezira in Sudan and a Bachelor of Science in Engineering Technology, specializing in Electronics Engineering. He has worked as a lecturer in biomedical engineering and held various administrative roles. His work experience also includes supervising student projects and working in hospitals maintaining various medical equipment.
This document discusses performance analysis of a smart water bottle implemented as an IoT device. It presents the system architecture of a cloud-based smart water bottle that collects data from various sensors and sends it to a server via WiFi. The key components include a microcontroller, volume sensor, touch sensor, inertial sensor, Bluetooth Low Energy module, temperature sensor and a development board. It also describes the software model for data collection, processing, aggregation and communication with the server. Time and power profiling experiments are conducted to analyze the design space and evaluate performance metrics like server connectivity and operational time.
Kickstart Your QA: An Introduction to Automated Regression Testing ToolsShubham Joshi
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For teams eager to elevate their quality assurance practices, this guide offers an introductory look at automated regression testing tools. In the realm of software development, regression tests are vital to ensuring that recent code changes dont inadvertently break existing functionality. This article demystifies how automated regression testing tools function and why theyre indispensable for maintaining software quality. It covers the basics of setting up automated tests, integrating these tests into your CI/CD pipelines, and choosing the right tool to match your projects needs. With clear explanations and actionable insights, youll discover how these tools help reduce manual testing burdens and catch bugs early. The guide also highlights common challenges beginners face and offers practical solutions to overcome them. Whether youre a QA professional or a developer stepping into the world of test automation, this resource will help you kickstart your journey toward more reliable, efficient, and scalable testing practices.
Leadership u automatizaciji: RPA prie iz prakse!UiPathCommunity
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Dobrodo邸li na "AI Powered Automation Leadership Talks", online dogaaj koji okuplja senior lidere i menad転ere iz razliitih industrija kako bi podelili svoja iskustva, izazove i strategije u oblasti RPA (Robotic Process Automation). Ovaj dogaaj pru転a priliku da zavirite u nain razmi邸ljanja ljudi koji donose kljune odluke u automatizaciji i liderstvu.
Kroz panel diskusiju sa tri izuzetna strunjaka, istra転iemo:
Kako uspe邸no zapoeti i skalirati RPA projekte u organizacijama.
Koji su najvei izazovi u implementaciji RPA-a i kako ih prevazii.
Na koje naine automatizacija menja radne procese i poma転e timovima da ostvare vi邸e.
Bez obzira na va邸e iskustvo sa UiPath-om ili RPA uop邸te, ovaj dogaaj je osmi邸ljen kako bi bio koristan svima od menad転era do tehnikih lidera, i svima koji 転ele da unaprede svoje razumevanje automatizacije.
Pridru転ite nam se i iskoristite ovu jedinstvenu priliku da nauite od onih koji vode automatizaciju u svojim organizacijama. Pripremite svoja pitanja i inspiraciju za sledee korake u va邸oj RPA strategiji!
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https://www.professionalconstructorcentral.com/frs/27678427/the-constructor-s-digital-transformation-playbook--reducing-risk-with-technology
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Ethan B. Holland explores the impact of artificial intelligence on real estate and digital transformation. Covering key AI trends such as multimodal AI, agency, co-pilots, and AI-powered computer usage, the document highlights how emerging technologies are reshaping industries. It includes real-world demonstrations of AI in action, from automated real estate insights to AI-generated voice and video applications. With expertise in digital transformation, Ethan shares insights from his work optimizing workflows with AI tools, automation, and large language models. This presentation is essential for professionals seeking to understand AIs role in business, automation, and real estate.
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Welcome to UiPath Automation Developer Associate Training Series 2025 - Session 1.
In this session, we will cover the following topics:
Introduction to RPA & UiPath Studio
Overview of RPA and its applications
Introduction to UiPath Studio
Variables & Data Types
Control Flows
You are requested to finish the following self-paced training for this session:
Variables, Constants and Arguments in Studio 2 modules - 1h 30m - https://academy.uipath.com/courses/variables-constants-and-arguments-in-studio
Control Flow in Studio 2 modules - 2h 15m - https:/academy.uipath.com/courses/control-flow-in-studio
鏝 For any questions you may have, please use the dedicated Forum thread. You can tag the hosts and mentors directly and they will reply as soon as possible.
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油
Our latest session with Astiostech covered how to unlock the full potential of ChatGPT and LLMs for real-world use!
Key Takeaways:
Effective Prompting: Crafting context-specific, high-quality prompts for optimal AI responses.
Advanced ChatGPT Features: Managing system prompts, conversation memory, and file uploads.
Optimizing AI Outputs: Refining responses, handling large texts, and knowing when fine-tuning is needed.
Competitive Insights: Exploring how ChatGPT compares with other AI tools.
Business & Content Use Cases: From summarization to SEO, sales, and audience targeting.
The session provided hands-on strategies to make AI a powerful tool for content creation, decision-making, and business growth.
Are you using AI effectively in your workflow? Lets discuss how it can improve efficiency and creativity!
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Navigating this patchwork of state-level laws is crucial for businesses to ensure compliance and requires a combination of strategic planning, operational adjustments, and technology to be proactive.
Join leading experts from TrustArc, the Future of Privacy Forum, and Venable for an insightful webinar exploring the evolution of state data privacy laws and practical strategies to maintain compliance in 2025.
This webinar will review:
- A comprehensive overview of each states privacy regulations and the latest updates
- Practical considerations to help your business achieve regulatory compliance across multiple states
- Actionable insights to future-proof your business for 2025
William Maclyn Murphy McRae, a logistics expert with 9+ years of experience, is known for optimizing supply chain operations and consistently exceeding industry standards. His strategic approach, combined with hands-on execution, has streamlined distribution processes, reduced lead times, and consistently delivered exceptional results.
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How exactly does Milvus 2.5 implement lexical search
How to build an improved hybrid lexical + semantic search with Milvus 2.5
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Diana Gray, UiPath Senior Community Marketing Manager, Americas, will walk us through:
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It is an in-depth exploration of how technology is transforming the financial sector. Covering the evolution of FinTech from credit cards to AI-driven banking, this guide explains key innovations such as blockchain, DeFi, AI-powered assistants, and central bank digital currencies (CBDCs). Learn how FinTech is enhancing banking, lending, and payments through automation, data analytics, and decentralized solutions. Whether you're a financial professional or just curious about the future of digital finance, this guide offers valuable insights into the rapidly evolving FinTech landscape.
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This is a Quick Research Guide (QRG).
QRGs include the following:
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- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
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- Quantum Computing QRG
- Big Data Analytics QRG (coming 2025)
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at art_morgan@att.net.
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24. eMed :: Faculty of Medicine UNSW intelligence systems not IT systems used every day measuring success
25. eMed :: Faculty of Medicine UNSW [email_address] luc_betbeder on twitter all the photos are mine 息 flickr.com/betbeder thanks
Editor's Notes
#3: a case study (intro) 油 morning everyone. My name is luc and I am the IT Manager for the Faculty of Medicine at the University of New South Wales. 油 the case study I want to share with you today is an application that we call eMed. 油 but before I jump into the app and possible demo meltdown I just want to give you a little bit of context and set the scene
#4: a leading university 油 UNSW is one of Australia's leading research and teaching universities and has about 40,000 students and 1,500 staff 油 That makes us bigger than many towns in Australia 油 It's a great place to study and it's a great place to work. Thats my sales pitch done.. 油 But one point I want to make is that it really is a workplace with a culture of collaboration and innovation
#5: a knowledge workplace.油 油 It's a knowledge workplace where people are passionate about learning and teaching on a daily basis.油 油 and so, themes like todays "collective intelligence" are really important to our core business.油 油 (benefit of today? say something nice about previous talks...) 油 One thing that I like to think we are providing is a continuous output of change agents into the workplace 油 And so the systems that we use are really important because they are the tools that the students are going to become familiar with and will expect to use in the workplace 油 Email and the web ...
#6: undergraduate medicine 油 the Faculty of Medicine at UNSW is one of the few places in Australia that offers a six year undergraduate medical degree. 油 We currently have about 1500 students in years 1-6 油 the very top high school students from Australia and overseas come to UNSW to study medicine and its the job of the Faculty to turn them from high scoring high school students into someone you will feel confident hovering over you in a hospital within six years. 油 We are also an incredibly research intensive Faculty and so many of our teachers are not only delivering courses but carrying out major research projects.
#7: my audience 油 And so the audience for my systems are on the one hand these bright young university students who are actually very mature users of online and collaboration tools.. they will live inside my systems for at least six years.. 油 and on the other hand I have these super busy academics with brains the size of planets who are knowledge experts in their particular disciplines油 but who also need to be told where to go to teach on any given day油 油 And so I have to get both of these audiences together or I end up with an empty lecture room油 油 As you can imagine, with this kind of an audience, I get a lot of feedback on how our systems are performing. 油 They are incredibly critical but also, I must say, incredibly supportive.
#8: my team 油 so thats one of the challenges my team faces as we support many of the internal IT systems of the Faculty. 油 we are a small specialist IT unit internal to the Faculty and we have a mandate to support specialist research and teaching activities within the faculty. 油 as a result we get to be involved in some wonderful projects.. over the last few years we have developed 油 a wireless barcode tracking system for the body parts in our Morgue 油 and a Virtual Microscope system that will support over 80 students doing a Google earth syle zoom into the same tile at the same time 油 today tho I want to talk to you about our journey with our eMed system
#9: our journey 油 our journey with eMed properly starts back in 2002-3 when the Faculty proposed a very significant overhaul to the undergraduate degree 油 the new medicine program would include massive changes to both the content of the curriculum and to how it would be assessed. 油 This was in response to some major shifts 油 There was a changing community expectation of doctors.. that they should be able to communicate and work in teams.. we wanted to address that in the curriculum 油 There were also major shifts in patterns of health and disease with increased focus on chronic illnesses.. and a huge expansion of new knowledge within the biomedical sciences.. these kinds of developments needed to be included in 油 And lastly there was a massive shift in information technology allowing much more expanded access to expanding sources of information. 油 So from the very start there was an expectation that new program would use IT resources and systems more extensively.. 油 both as internal tools for the students but also as part of their professional development.
#10: new concepts 油 the new medicine program also introduced some new key new concepts that would shape our decisions. 油 First, there is this concept of a curriculum map that would contain each and every learning activity in the degree. 油 Everything we teach would be in the map 油 Secondly, we have this concept of graduate capabilities. 8 Key attributes we want all of our graduates to possess... 油 .. things like "effective communication" or " working as a member of a team" or "patient assessment and management" and "ethics in medicine". 油 And so every item inside the map, everthing we teach and assess against is targeted at these 8 capabilities. 油 lastly, there is this concept of the portfolio.油 油 The portfolio contains everything that a student submits over the six years of their degree. 油 And everything they submit is marked against the graduate capabilities. And so there is this growing store of data about how they are tracking against what we are teaching.
#11: a new system 油 So we started thinking about what kind of IT system we would need to support the program and these new concepts. 油 we knew we wanted it to be a place where all the relevant undergraduate activities could sit and so we had this picture of a portal that had lots of links between the key components 油 this was mid 2002 and the concept of a web portal was only a fairly recent one and enterprise portal technologies were油only just coming onto the market 油 and so with the deadline of our students starting in 2004 we started thinking seriously about what our requirements for this system would be.
#12: requirements 油 we knew we would need to handle lots of different types of documents.. from timetable data to marks, to learning activities and assignment submissions.. 油 every item for 6 years of coursework and 6 years of assignments for 1500 would need to be managed.. 油 preferably we wanted as system that would use our concepts and our terms so that the huge amount of work that was going on in the restructure of the teaching program would be mirrored in the IT system 油 we also knew that it all needed to be web based. Our audience would be using the system from home and campus and from behind hospital firewalls so web technologies were very important to us from the start 油 lastly we knew that roles and a very granular role based security model would be very important to us. We would have lot of items where we wanted to show some things to teachers and some things to students 油 Obviously we wanted to keep our marking secure. So security was very important.
#13: buy or build 油 today these are pretty normal requirements but back in 2002 we could not find anything off the shelf to buy that really looked like it would fit油 油 bolting on to or hacking an existing app was also considered but again we would be compromising a lot on our key concepts 油 I also tend to think that hacking existing tools can be a dangerous compromise. You dont get exactly what you want and you are still paying for some customising .. for me thats a lose lose proposition. 油 we knew that building a new system would cost us more on the development side but we also knew that we had an opportunity. 油 We did not need to get absolutely everything done for day one. 油 On the teaching side, they would be actively creating new content and processes each year and we could, to a certain extent.. mirror that. 油 As the students moved through the degree we would be laying down the railway tracks in front of them and so we needed an approach and tools that would flexible enough to cope with all of these goals 油 with all of that in mind we decided to boldly go forth...
#14: boldly to 油 油 we would set out on a 7 year journey 油 to release a new application, tailored to our program that would iterate the development through at least 6-10 major releases 油 we would use a partnership with a good code shop to get the big fist version one out the door... thanks go to NotesApps who did a great job 油 and then our approach would be to build up internal skills for both for support and to provide an aggressive schedule of feature releases. 油 On the technology side we decided to leverage the some of the real benefits we found in lotus notes and domino for rapid application development in terms of ready made forms, views, security and the like (which saved a huge amount of time ) along side using a range of more open web frameworks like Java 油 with the hindsight of seven years I am still very happy with the choices we made.. 油 Oh and seeing William Shatner at lotusphere this year was lots of fun.. thanks IBM.
#15: the core databases 油 right from the start we started thinking of eMed as a collection of individual web-facing databases. 油 This helped us break up the development work into parallel projects. 油 For example, we could work on the Map with one set of users and requirements and not halt progress on a simpler system like results. 油 This is still how we work and we are still improving this set of core databases as well as occasionally adding one when we absolutely have to. 油 For example, we just finished a major update to the Timetable but Results has remained almost unchanged for 3 years.
#16: Collective intelligence 油 I want to show you how eMed is used by our students and academics 油 But, as we go through these examples, I want to point out how having individual items correctly linked into contexts can powerfully build into how we see collective intelligence approaches working in our organisation.
#17: navigating the degree 油 The first example is one our students face every day and that is navigating their way through their degrees 油 In foundations, which is the first course our students do, they will be involved in 95 discrete learning activities. In total, our students will pass through 1458 mapped activites in their 6 years. 油 So the map provides the overall contex but the very first interaction students normally have with a course is through their timetables. 油 So what we want to provide to the students is a constant link between timetabled activities and how these activities are placed within the context of their course and degree. 油 Lets try to see that in action.
#18: DEMO or use this SLIDE 油 So in this slide I'm showing 油 a student in timetable will click on an entry in their timetable for more information 油 They can then link to the map for even more details and contextual information. 油 They can find out how what that activity is targeting in terms of Graduate Capabilies and see if there are any additional resources. 油 They can then see how that resource fits into the overall course and how that course fits within the degree. 油 Item in their right context provide our students with additional intelligence on their activities.
#19: DEMO or use this SLIDE 油 So in this slide I'm showing 油 a student in timetable will click on an entry in their timetable for more information 油 They can then link to the map for even more details and contextual information. 油 They can find out how what that activity is targeting in terms of Graduate Capabilies and see if there are any additional resources. 油 They can then see how that resource fits into the overall course and how that course fits within the degree. 油 Item in their right context provide our students with additional intelligence on their activities.
#20: know thyself 油 The second example I want to show you is on the academic side... 油 Here I want to show you how we use the map as our knowledge base of our courses and assessments and activities. 油 This is where we store our secret sauce.. everything we know about ourselves is in the Map. 油 We have a rule that nothing goes into the timetable unless it is mapped first. 油 And we review the content of each item in the map whenever we teach it. Because the content is not just internal but external also. 油 So the map becomes the place we can think about the big picture. We can ask it questions like.. are we teaching enough about cancer and what kinds of assessments do we have on cancer. 油 Lets do that now...
#21: Asking the map 油 DEMO or use this SLIDE 油 油 So I go into map and map search 油 And I type in Cancer 油 And see that there are 165 different kinds of items in the map about Cancer 油 油 Im interested in lectures only... and there are 55 lectures 油 And i want to know how we assess all that teaching.. and I see that there are 8 assignment choices available on this keyword search.. 油 Its a database.. of course it can search.. its not even that pretty a search. The point is not in the search or in the IT. The point is that the content is there and is being used. 油 It is an intelligence system before it is an IT system.
#22: building a portfolio 油 the last example I want to share with you is around building the students portfolio 油 as our students submit items for marking they become part of their portfolios. 油 Every single assessment item over 6 years is stored in the portfolio system. 油 and each of these items is marked, it is marked against the graduate attributes and feedback is provided. 油 and so we build intelligence on how that student is performing over the course of their degree油 油 And this is a collective intelligence based on both student content and the feedback provided by the academics. 油 Let me show you what that looks like.
#23: submit/mark/review 油 DEMO or use this SLIDE 油 油 Here we have this process of a student submitting an assignment.. which is done online油 油 and a marker marking that assignment .. again this is done online.. not showing you that part 油 and then the student looking at their marks .. 油 and note that this is within the context of all their other marks. 油 So as a student builds their portfolio .. they will need to show competence in all 8 graduate capabilities .. 油 and so there is a feedback loop as students will pick their next assessments based on what they still need to cover and on the feedback from previous assignments. 油 We use this system to guide the students and at years 2, 4 and 6 we carry out a complete review of the current status of each student's entire portfolio to get a clear picture of how they are performing 油 so there is this constant evaluation over 6 years based on the information provided in the portfolio. 油 The portfolio has become such a key part of the degree that when a student graduates we provide them with a copy showing every mark and every word of feedback on each graduate attribute.
#24: submit/mark/review 油 DEMO or use this SLIDE 油 油 Here we have this process of a student submitting an assignment.. which is done online油 油 and a marker marking that assignment .. again this is done online.. not showing you that part 油 and then the student looking at their marks .. 油 and note that this is within the context of all their other marks. 油 So as a student builds their portfolio .. they will need to show competence in all 8 graduate capabilities .. 油 and so there is a feedback loop as students will pick their next assessments based on what they still need to cover and on the feedback from previous assignments. 油 We use this system to guide the students and at years 2, 4 and 6 we carry out a complete review of the current status of each student's entire portfolio to get a clear picture of how they are performing 油 so there is this constant evaluation over 6 years based on the information provided in the portfolio. 油 The portfolio has become such a key part of the degree that when a student graduates we provide them with a copy showing every mark and every word of feedback on each graduate attribute.
#25: measuring success 油 I just want to end up with a couple of points on how I measure the success of a system like this one. 油 Yes we got it out on time and yes it is incredibly stable 油 But the real metric for me is, can it answer the questions the questions my audience asks on a daily basis... 油 Can it tell me how many students in year 1 right now.. 273 油 Can it tell me how many leaning activities in Ageing and Endings include the topic of pain? 22 油 Can I find out easily how this one student is perfoming in terms of their effective communication graduate attribute.. yes 油 If it is an effective intelligence system and our users are using it on a daily basis then Im happy