Presentation from Penn State's Nittany Watson Challenge Immersion event on January 19-20, 2017.
Student examples include choosing classes, searching clubs, selecting professors etc… Administration examples include evaluating investments, curriculum effectiveness, etc...
The Alchemy API segment will provide hands-on experience and example usage of two Alchemy API services on Bluemix: AlchemyData News and AlchemyLanguage services.
Examples of the use of Alchemy API include AlchemyData News which indexes 250k to 300k English language news and blog articles every day with historical search available for the past 60 days. The system enables developers to query the News API directly without needing to crawl, enrich, store the data themselves. Go beyond simple keyword based searches with AlchemyData News.
AlchemyLanguage uses one or all of the natural language processing APIs available through AlchemyLanguage to analyze your content and add high-level semantic information - such as keywords, sentiment or concepts - to create smart applications
Introduction: Watson Services on IBM Bluemix Webcast IBM
Interested in building cognitive apps with IBM Watson on IBM Bluemix? Check out the replay of our Watson webcast available now on IBM Bluemix. Learn how to create a cognitive ecosystem and more.
Building intelligent APIs - Andy Thurai, IBMPAPIs.io
The birth of a sophisticated Internet of Things has catapulted hybrid data collection, which mixes structured and unstructured data, to new heights. The goal with any analytics software is to find and improve better data sets rather than spending time in identifying, prepping, cleaning, and preparing the data. Not only is predicting and prescribing an action anticipating a future issue desired, but if the action is ignored then a forward thinking automatic adoption should suggest an advanced course correction based on previous action items not acted upon. Predictive analytics algorithms should recalibrate themselves. As the incoming data evolves, so do the algorithms – they must re-fit, re-predict and re-prescribe.
Andy Thurai, Program Director at IBM (API, IoT and Connected Cloud), discusses how the time has come for machines and humans to work together to make each other smarter. The combination of APIs, IoTs, big data, smarter analytics, and cognitive computing is transforming the way we see the future — and more importantly, what we do about it.
1. Video, and video on demand (VOD) specifically, has become an effective tool for churches to communicate with and reach more people, including those at multiple campuses and worldwide.
2. An IPTV system is well-suited to distributing stored video files like sermons for VOD in houses of worship, as it allows delivery over an IP network without a separate AV network.
3. Key benefits of VOD for houses of worship include reaching audiences anytime anywhere on any device, and supporting satellite campuses by streaming content in real-time to multiple locations.
Ibm mobile first platform presentation refresh 05 18-mcSaranga Tripathy
The document discusses IBM's MobileFirst App Platform which helps businesses develop and integrate mobile apps to drive ROI. It notes that mobile app development is a top priority for many businesses as tablet and mobile device usage increases rapidly. The MobileFirst platform provides tools to help developers build apps across platforms more easily and connect apps to backend systems. It also provides capabilities for testing, deploying, and managing apps over their lifecycle.
Kramer Reeves, the Director of Product Management for IBM Collaboration Solutions, will discuss and demonstrate the next generation of mail, IBM Mail Next, as well as provide a roadmap of where Notes and Domino is heading. Pete Janzen, Senior Product Manager, IBM Collaboration Solutions, will cover what is new for Notes and Domino application developers.
A nice overview of IBM BlueMix - How it can be used, benefits for the user and how to sign up and use for FREE
Bluemix is an implementation of IBM's Open Cloud Architecture, leveraging Cloud Foundry to enable developers to rapidly build, deploy, and manage their cloud applications, while tapping a growing ecosystem of available services and runtime frameworks
Pasi Vuorio is a 38-year-old entrepreneur, consultant, software architect and trainer with 16 years of experience in IT and expertise in areas like cloud services, agile processes, and software architecture. He has experience leading large multinational projects, founding his own startup company, and providing consulting and training services in digital business and technologies. He is seeking new clients and offers assistance with strategies like ecommerce, software development, cloud architecture, and agile project management.
Cisco vs. Microsoft - Strategic Decisions for a Unified Communications Deploy...Brent Kelly
Many organizations have Cisco networking equipment as well as Cisco voice communications solutions. These same organizations also have Microsoft desktop software and MIcrosoft Lync, which is used by many enterprises for presence and instant messaging.
Both vendors are pushing very hard to have organizations adopt their entire unified communications offering. For Cisco, this means deploying the Jabber client along with WebEx for conferencing and Cisco video solutions. For Microsoft, this means deploying more capabilities in Microsoft Lync, including conferencing and collaboration as well as Enterprise Voice.
In many companies, there are articulate and impassioned people who are sincerely trying to do their best who argue for one vendor's unified communications offering over the other. This often ends up in a "Cisco versus Microsoft" discussion, which may become a heated argument.
What to do?
This presentation looks at many of the issues involved with a Cisco vs. Microsoft unified communications debate. It provides individuals and companies with strategies for eliminating one vendor as well as ways the two solutions may co-exist in the organization.
The document provides an overview of IBM MobileFirst. It discusses IBM being named a leader in mobile enterprise application platforms and application security testing. It then summarizes IBM Worklight, a mobile application platform that speeds development, integration, and management of mobile applications. It provides an overview of IBM Worklight capabilities including development tools, application security, analytics, and management capabilities. It also discusses building multi-platform applications with a shared codebase using IBM Worklight.
Leverage Cloud Computing to Accelerate Development and TestRightScale
RightScale Webinar: November 18, 2010 – Watch this webinar to learn more about how you can leverage cloud computing to simplify and accelerate your DB2 development and testing.
This DB2 Chat with the Lab is brought to you in collaboration between IBM and RightScale.
IBM Worklight is a mobile application development platform that allows enterprises to build, deploy, and manage mobile apps. It provides tools to create apps using web technologies like HTML5 or in a hybrid fashion combining web and native elements. Worklight handles integration with backend systems and provides features for app distribution, security, analytics and management. It aims to help enterprises overcome challenges in the fragmented mobile landscape and high costs of developing and maintaining native mobile apps.
Creating Production-Ready, Secure and Scalable Applications in IBM Cloud Priv...Michael Elder
What does it really take to make sure your application is production-ready? With new privacy regulations being added, many aspects need to be taken into account when deciding when to deliver your final product to the public. Can your application handle multiple users with different levels of access? Can you extend your application to use existing authentication and authorization platforms? Have you invested in using Mutual TLS authentication for communication between components? How do you manage the certificates and passwords used within your application? Does it connect to the database securely? This talk will cover all aspects from start to finish on how to deliver production-ready code.
Introduction to IBM Cloud Private - April 2018Michael Elder
The following deck provides a general introduction to the business value, technical architecture, and available content for IBM Cloud Private. IBM Cloud Private offers a fully-supported distribution of Kubernetes and Cloud Foundry along with a rich catalog of content including Images, Helm Charts, Open Service Brokers, and Terraform templates.
A technical overview of IBM MobileFirst Platform that explains how it can solve key enterprise challenges for a successful mobile journey.
Learn more on how IBM MobileFirst Platform can help your business: http://ibm.co/1L1SttH
Key 101: Social Next: The Evolution of Collaboration To The Leading Social Pl...Franck Horowitz
This document provides an overview and summary of IBM's social collaboration platform and strategy. It discusses IBM Connections as the leading social platform, how it is moving to the cloud with offerings like mail, meetings, docs, and more. It also summarizes new features and priorities for IBM Connections, Sametime, and other collaboration tools, including enhanced mobile and cloud capabilities. The goal is to help organizations improve collaboration and productivity through social and cloud-based solutions.
TI 1641 - delivering enterprise software at the speed of cloudVincent Burckhardt
- The document discusses delivering enterprise software at the speed of cloud by transforming to a cloud-first architecture and development model.
- Traditional on-premises software requires lengthy downtime for upgrades and does not scale linearly, while cloud enables continuous delivery through tight feedback loops between development and operations.
- Organizational culture must change alongside technical changes to support more frequent deployments through automation, collaboration between teams, and a DevOps model.
Weightless Digital Experience - Delivering IBM Digital Experience in the cloudDavid Strachan
The document discusses IBM's Digital Experience on Cloud product offerings. It provides an overview of two offerings - Digital Experience on Cloud and Digital Experience Plus on Cloud. Both offerings provide IBM's Digital Experience software hosted on Softlayer infrastructure with 24/7 support and high availability SLAs. Digital Experience Plus on Cloud includes additional non-production environments for integration testing. The document also outlines typical customer progression, scaling options, and global data center locations for the cloud products.
My presentation for our Benelux IBM Rational Innovate event. This presentation explains how the IBM Bluemix and devops as a service solution can be used for modern cloud based development.
The document discusses cloud adoption patterns for integrating cloud solutions into an organization's IT strategy. It outlines different types of application migrations like lift-and-shift, cloud tuning, and cloud-centric design. It also covers design principles for cloud-native applications like microservices and stateless runtimes. Various DevOps patterns are presented, such as continuous integration/delivery pipelines, functional testing, and log aggregation. The goal is to provide guidance on architectural approaches and best practices for developing and deploying applications in the cloud.
Bluemix is IBM's cloud platform that allows developers to build, deploy, and manage applications across public, private, and hybrid cloud environments. It provides tools for continuous delivery, application services, and infrastructure services to help developers focus on differentiating their applications. A new capability called Bluemix Local will deliver the Bluemix platform as a managed service within customers' own data centers, providing cloud agility while maintaining security and control over sensitive workloads.
The document describes IBM Bluemix, a cloud platform for building, running, and managing applications. Bluemix provides flexibility with public, dedicated, and local deployment options. It utilizes open technologies like Cloud Foundry, Docker, and OpenStack. Developers can build apps using services for web, data, mobile, analytics, IoT and more. Bluemix supports multiple languages and frameworks. Its hybrid model allows apps to span platforms for improved portability and management.
The New Workplace: Unleashing The Power Of Enterprise MobilityChris Pepin
80% of the global population will have a mobile device by 2016, and 90% of companies will support corporate applications on personal mobile devices by 2014. Enterprise mobility promises increased productivity and employee satisfaction through working from any device, anywhere and anytime. However, supporting multiple devices poses security and cost challenges. Key enablers of enterprise mobility include mobile, social, and cloud technologies. Establishing corporate mobility policies, deploying mobile device management, and enabling corporate email are initial steps, followed by developing an application strategy and deploying business applications to mobile devices.
This document introduces IBM Bluemix, IBM's cloud platform. It provides an integrated development and operations environment for building, deploying, and managing applications with services for DevOps, big data, mobile, security, Internet of Things, and other areas. Bluemix offers various runtimes and frameworks. It allows composing applications from IBM, third-party, and open source services and APIs. Bluemix is designed to enable rapid application development and deployment with automated processes. It also provides integration capabilities and connects securely to on-premises systems.
Accelerate Digital Transformation with IBM Cloud PrivateMichael Elder
Latest version: https://www.slideshare.net/MichaelElder/accelerate-digital-transformation-with-ibm-cloud-private-81258443
Accelerate the journey to cloud-native, refactor existing mission-critical workloads, and catalyze enterprise digital transformations.
How do you ensure the success of your enterprise in highly competitive market landscapes? How will you deliver new cloud-native workloads, modernize existing estates, and drive integration between them?
Deploy apps on ibm bluemix docker day vietnam 2015hai260288
IBM Bluemix is a Platform as a Service that allows developers to quickly deploy scalable apps. It provides flexibility through multiple compute options including Cloud Foundry, Docker containers, and virtual machines. Developers can choose from a catalog of services to extend their app's functionality and integrate apps through API management capabilities. Bluemix offers dev tooling, deployment options in public, dedicated, and local environments, and runtimes to deploy apps in minutes rather than weeks.
IBM Watson overview presented by Mike Pointer, Watson Sr. Solution Architect, at Penn State's Nittany Watson Challenge Immersion event on January 19-20, 2017.
Pasi Vuorio is a 38-year-old entrepreneur, consultant, software architect and trainer with 16 years of experience in IT and expertise in areas like cloud services, agile processes, and software architecture. He has experience leading large multinational projects, founding his own startup company, and providing consulting and training services in digital business and technologies. He is seeking new clients and offers assistance with strategies like ecommerce, software development, cloud architecture, and agile project management.
Cisco vs. Microsoft - Strategic Decisions for a Unified Communications Deploy...Brent Kelly
Many organizations have Cisco networking equipment as well as Cisco voice communications solutions. These same organizations also have Microsoft desktop software and MIcrosoft Lync, which is used by many enterprises for presence and instant messaging.
Both vendors are pushing very hard to have organizations adopt their entire unified communications offering. For Cisco, this means deploying the Jabber client along with WebEx for conferencing and Cisco video solutions. For Microsoft, this means deploying more capabilities in Microsoft Lync, including conferencing and collaboration as well as Enterprise Voice.
In many companies, there are articulate and impassioned people who are sincerely trying to do their best who argue for one vendor's unified communications offering over the other. This often ends up in a "Cisco versus Microsoft" discussion, which may become a heated argument.
What to do?
This presentation looks at many of the issues involved with a Cisco vs. Microsoft unified communications debate. It provides individuals and companies with strategies for eliminating one vendor as well as ways the two solutions may co-exist in the organization.
The document provides an overview of IBM MobileFirst. It discusses IBM being named a leader in mobile enterprise application platforms and application security testing. It then summarizes IBM Worklight, a mobile application platform that speeds development, integration, and management of mobile applications. It provides an overview of IBM Worklight capabilities including development tools, application security, analytics, and management capabilities. It also discusses building multi-platform applications with a shared codebase using IBM Worklight.
Leverage Cloud Computing to Accelerate Development and TestRightScale
RightScale Webinar: November 18, 2010 – Watch this webinar to learn more about how you can leverage cloud computing to simplify and accelerate your DB2 development and testing.
This DB2 Chat with the Lab is brought to you in collaboration between IBM and RightScale.
IBM Worklight is a mobile application development platform that allows enterprises to build, deploy, and manage mobile apps. It provides tools to create apps using web technologies like HTML5 or in a hybrid fashion combining web and native elements. Worklight handles integration with backend systems and provides features for app distribution, security, analytics and management. It aims to help enterprises overcome challenges in the fragmented mobile landscape and high costs of developing and maintaining native mobile apps.
Creating Production-Ready, Secure and Scalable Applications in IBM Cloud Priv...Michael Elder
What does it really take to make sure your application is production-ready? With new privacy regulations being added, many aspects need to be taken into account when deciding when to deliver your final product to the public. Can your application handle multiple users with different levels of access? Can you extend your application to use existing authentication and authorization platforms? Have you invested in using Mutual TLS authentication for communication between components? How do you manage the certificates and passwords used within your application? Does it connect to the database securely? This talk will cover all aspects from start to finish on how to deliver production-ready code.
Introduction to IBM Cloud Private - April 2018Michael Elder
The following deck provides a general introduction to the business value, technical architecture, and available content for IBM Cloud Private. IBM Cloud Private offers a fully-supported distribution of Kubernetes and Cloud Foundry along with a rich catalog of content including Images, Helm Charts, Open Service Brokers, and Terraform templates.
A technical overview of IBM MobileFirst Platform that explains how it can solve key enterprise challenges for a successful mobile journey.
Learn more on how IBM MobileFirst Platform can help your business: http://ibm.co/1L1SttH
Key 101: Social Next: The Evolution of Collaboration To The Leading Social Pl...Franck Horowitz
This document provides an overview and summary of IBM's social collaboration platform and strategy. It discusses IBM Connections as the leading social platform, how it is moving to the cloud with offerings like mail, meetings, docs, and more. It also summarizes new features and priorities for IBM Connections, Sametime, and other collaboration tools, including enhanced mobile and cloud capabilities. The goal is to help organizations improve collaboration and productivity through social and cloud-based solutions.
TI 1641 - delivering enterprise software at the speed of cloudVincent Burckhardt
- The document discusses delivering enterprise software at the speed of cloud by transforming to a cloud-first architecture and development model.
- Traditional on-premises software requires lengthy downtime for upgrades and does not scale linearly, while cloud enables continuous delivery through tight feedback loops between development and operations.
- Organizational culture must change alongside technical changes to support more frequent deployments through automation, collaboration between teams, and a DevOps model.
Weightless Digital Experience - Delivering IBM Digital Experience in the cloudDavid Strachan
The document discusses IBM's Digital Experience on Cloud product offerings. It provides an overview of two offerings - Digital Experience on Cloud and Digital Experience Plus on Cloud. Both offerings provide IBM's Digital Experience software hosted on Softlayer infrastructure with 24/7 support and high availability SLAs. Digital Experience Plus on Cloud includes additional non-production environments for integration testing. The document also outlines typical customer progression, scaling options, and global data center locations for the cloud products.
My presentation for our Benelux IBM Rational Innovate event. This presentation explains how the IBM Bluemix and devops as a service solution can be used for modern cloud based development.
The document discusses cloud adoption patterns for integrating cloud solutions into an organization's IT strategy. It outlines different types of application migrations like lift-and-shift, cloud tuning, and cloud-centric design. It also covers design principles for cloud-native applications like microservices and stateless runtimes. Various DevOps patterns are presented, such as continuous integration/delivery pipelines, functional testing, and log aggregation. The goal is to provide guidance on architectural approaches and best practices for developing and deploying applications in the cloud.
Bluemix is IBM's cloud platform that allows developers to build, deploy, and manage applications across public, private, and hybrid cloud environments. It provides tools for continuous delivery, application services, and infrastructure services to help developers focus on differentiating their applications. A new capability called Bluemix Local will deliver the Bluemix platform as a managed service within customers' own data centers, providing cloud agility while maintaining security and control over sensitive workloads.
The document describes IBM Bluemix, a cloud platform for building, running, and managing applications. Bluemix provides flexibility with public, dedicated, and local deployment options. It utilizes open technologies like Cloud Foundry, Docker, and OpenStack. Developers can build apps using services for web, data, mobile, analytics, IoT and more. Bluemix supports multiple languages and frameworks. Its hybrid model allows apps to span platforms for improved portability and management.
The New Workplace: Unleashing The Power Of Enterprise MobilityChris Pepin
80% of the global population will have a mobile device by 2016, and 90% of companies will support corporate applications on personal mobile devices by 2014. Enterprise mobility promises increased productivity and employee satisfaction through working from any device, anywhere and anytime. However, supporting multiple devices poses security and cost challenges. Key enablers of enterprise mobility include mobile, social, and cloud technologies. Establishing corporate mobility policies, deploying mobile device management, and enabling corporate email are initial steps, followed by developing an application strategy and deploying business applications to mobile devices.
This document introduces IBM Bluemix, IBM's cloud platform. It provides an integrated development and operations environment for building, deploying, and managing applications with services for DevOps, big data, mobile, security, Internet of Things, and other areas. Bluemix offers various runtimes and frameworks. It allows composing applications from IBM, third-party, and open source services and APIs. Bluemix is designed to enable rapid application development and deployment with automated processes. It also provides integration capabilities and connects securely to on-premises systems.
Accelerate Digital Transformation with IBM Cloud PrivateMichael Elder
Latest version: https://www.slideshare.net/MichaelElder/accelerate-digital-transformation-with-ibm-cloud-private-81258443
Accelerate the journey to cloud-native, refactor existing mission-critical workloads, and catalyze enterprise digital transformations.
How do you ensure the success of your enterprise in highly competitive market landscapes? How will you deliver new cloud-native workloads, modernize existing estates, and drive integration between them?
Deploy apps on ibm bluemix docker day vietnam 2015hai260288
IBM Bluemix is a Platform as a Service that allows developers to quickly deploy scalable apps. It provides flexibility through multiple compute options including Cloud Foundry, Docker containers, and virtual machines. Developers can choose from a catalog of services to extend their app's functionality and integrate apps through API management capabilities. Bluemix offers dev tooling, deployment options in public, dedicated, and local environments, and runtimes to deploy apps in minutes rather than weeks.
IBM Watson overview presented by Mike Pointer, Watson Sr. Solution Architect, at Penn State's Nittany Watson Challenge Immersion event on January 19-20, 2017.
1) Process mining uses event data to discover, monitor and improve real processes. It serves as a new type of spreadsheet to analyze event data and discover processes.
2) Process mining tools like ProM can be used to perform process discovery from event logs, conformance checking by comparing modeled and observed behavior, and other types of analysis without requiring process modeling.
3) The main challenges in data science and process mining include dealing with high volume and velocity data, extracting useful knowledge from data to answer known and unknown questions, and ensuring responsible use of data and algorithms that considers fairness, accuracy, transparency and other factors.
성남산업진흥재단에서 추진하는 "혁신기업 클라우드 서비스 지원사업 설명회"에서 발표한 자료입니다. 요즘 화두가 되는 제4차 산업혁명의 개념을 소개하고 용어의 정의에 관한 논쟁을 소개했습니다. 중요한 것은 용어 자체가 아니라, 세상이 변화하는 방향임을 지적하고 그 방향이 디지털 트랜스포메이션(Digital Transformation)으로 대변된다고 했습니다. ICBM은 디지털 트랜스포메이션을 가능하게 하는 수단으로, 각각의 기술 즉 사물인터넷(IoT), 클라우드, 빅데이터, 모바일 분야의 시장 및 기업 동향을 간단하게 소개하고 이러한 기술을 활용하는 기업들이 사용할 수 있는 비즈니스 모델에 대해서 소개하면서 발표를 마쳤습니다.
Generative Adversarial Networks (GANs) are a class of machine learning frameworks where two neural networks contest with each other in a game. A generator network generates new data instances, while a discriminator network evaluates them for authenticity, classifying them as real or generated. This adversarial process allows the generator to improve over time and generate highly realistic samples that can pass for real data. The document provides an overview of GANs and their variants, including DCGAN, InfoGAN, EBGAN, and ACGAN models. It also discusses techniques for training more stable GANs and escaping issues like mode collapse.
The document provides an overview of deep learning and reinforcement learning. It discusses the current state of artificial intelligence and machine learning, including how deep learning algorithms have achieved human-level performance in various tasks such as image recognition and generation. Reinforcement learning is introduced as learning through trial-and-error interactions with an environment to maximize rewards. Examples are given of reinforcement learning algorithms solving tasks like playing Atari games.
(Kpi summer school 2015) theano tutorial part1Serhii Havrylov
The document is a tutorial introduction to Theano, an open source Python library that allows users to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It introduces key concepts in Theano including symbolic variables, functions, shared variables and updates, gradients, substitution, and random streams. It provides information on where to access more documentation on Theano and sets up the tutorial environment for participants to complete example tasks to learn how to use Theano.
(Kpi summer school 2015) theano tutorial part2Serhii Havrylov
This document provides an overview of Theano tutorial part 2, including brief recaps of symbolic variables, functions, and computational graphs. It then summarizes various machine learning models like multivariate logistic regression, multilayer perceptrons, 1D and 2D convolution, max pooling, convolutional neural networks. It also mentions recurrent neural networks and the scan function in Theano for symbolic loops. References are provided for further reading on convolution networks and RNNs.
Individual-In-The-Loop (for Ethically Aligned Artificial Intelligence)John C. Havens
This presentation was created as a speech for the launch of the Privacy & Sustainable Computing Lab at WU Vienna (http://www.privacylab.at/events/launch/).
Generative Adversarial Networks (GANs) - Ian Goodfellow, OpenAIWithTheBest
This is how Generative Adversarial Networks (GANs) work and benefit the tech and dev industry. Although GANs still have room for improvement, GANs are important generative models that learn how to create realistic samples.
GANS
Ian Goodfellow, OpenAI Research Scientist
When it comes to AI and its applications, there are a number of myths being perpetuated by the mainstream media. It's time to dispel these myths because the opportunity to apply AI to your business is real.
This document discusses Hivemall, an open source machine learning library for Apache Hive, Spark, and Pig. It provides concise summaries of Hivemall in 3 sentences or less:
Hivemall is a scalable machine learning library built as a collection of Hive UDFs that allows users to perform machine learning tasks like classification, regression, and recommendation using SQL queries. Hivemall supports many popular machine learning algorithms and can run in parallel on large datasets using Apache Spark, Hive, Pig, and other big data frameworks. The document outlines how to run a machine learning workflow with Hivemall on Spark, including loading data, building a model, and making predictions.
All Models Are Wrong, But Some Are Useful: 6 Lessons for Making Predictive An...Brian Mac Namee
Introduces some key ideas for deploying machine learning based predictive analytics models effectively. Based on the book "Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, worked Examples & Case Studies" (www.machinelearningbook.com)
Google Dev Summit Extended Seoul - TensorFlow: Tensorboard & KerasTaegyun Jeon
The document discusses TensorFlow and Keras. It provides an overview of Keras and how it can be used with TensorFlow. Keras is described as an easy to use deep learning API that can build models across platforms. TensorFlow's Keras API allows models built with Keras layers and models to also take advantage of TensorFlow functionality. The document demonstrates how TensorBoard can be used to visualize and debug deep learning models built with Keras and TensorFlow, including hyperparameter tuning. Examples showing how to visualize training and evaluate MNIST models are presented.
Information support for decision making. Christopher Hart 2012Christopher Hart
Presentation supporting a talk at the 2nd Annual Oncology Biomarkers Congress in Manchester, UK. Details several of my projects providing information to support effective clinical program design, data interpretation, and biomarker development.
Blockchain technology was introduced in 2008 through Satoshi Nakamoto's white paper that introduced blockchain as a distributed database that maintains a continuously growing list of transaction records hardened against tampering. The document discusses key definitions around permissioned versus permissionless blockchains and consensus algorithms. It also provides examples of potential business use cases for blockchain as well as success stories from companies applying the technology.
This document provides an outline for a presentation on prototyping with Node-RED. Node-RED is introduced as a graphical environment for wiring together different programming blocks to develop IoT applications. The outline then details various examples that will be demonstrated, including creating a weather application, analyzing Twitter sentiment, using IoT sensors, and developing a smart chat application by combining different techniques.
David Nilsen is seeking a position as a project/program manager with over 23 years of experience managing complex software development projects for the US military. He has managed over 65 projects and led teams of up to 22 people. Nilsen has extensive experience designing and developing learning management systems, mobile applications, and interactive multimedia instruction for the Army, Navy, Marines and service academies. He is proficient in Agile development practices and creating flexible architectures to allow for expanded functionality.
To maximize the value of mobile devices you need to have Applications which take advantage of the technology, and enable users to use it effectively wherever they are.
PeopleLink is a video conferencing company that has experienced over 108% average annual growth for the last 5 years. It offers video conferencing solutions for various sectors including enterprise, government, education, healthcare, and more. It has over 2100 customers globally across industries and 15,000 registered partners. The document provides details on PeopleLink's presentation sharing, lecture capture, airport kiosk, and other solutions.
Seffcon is a software development company based in India that has over 25 years of combined experience helping clients build customized software solutions. They provide services like website development, mobile app development, and automation of business processes. Some of their portfolio includes an online exam preparation tool, a customer relationship management system, and a file management system for allocating and tracking files. They emphasize rapid development and user-centric design to help clients launch digital products and services quickly.
IBM InterConnect Build and Deploy MobileFirst ApplicationsLeigh Williamson
The document discusses deploying mobile first applications. It begins by stating that mobile application development is a top priority for businesses. It then discusses how mobile development and management are different from traditional approaches due to factors like smaller screens, unstable networks, and more devices to support. The document advocates for a comprehensive integrated development approach that supports all app development approaches and is based on open standards. It provides examples of companies like Colmobil and FIMC that have improved customer service and efficiency by extending their systems to mobile with IBM Worklight. The document positions IBM as a leader in helping companies excel at mobile first strategies with offerings like Worklight, Rational Test Workbench, and MobileFirst Platform.
This document discusses mobile application strategies and an innovative approach called SmartWeb for mobile enablement. SmartWeb allows real-time transformation of website content into mobile-optimized versions without backend changes. It provides customized views and interfaces for smartphones and tablets. The key benefits of SmartWeb are rapid time to market for mobile sites, low maintenance needs, and a common backend for both desktop and mobile sites.
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile AgentsIRJET Journal
This document proposes a mobile agent paradigm to efficiently distribute bandwidth for high priority on-demand multimedia advertisements. Mobile agents migrate parallel to registered public websites to retrieve view counts and other statistics for requested advertisements. The advertisements are then prioritized based on these statistics. When a user requests an advertisement, the mobile agent efficiently allocates bandwidth based on the advertisement's associated view count using an efficient bandwidth allocation algorithm. This reduces advertisement rejection rates and increases productive bandwidth distribution compared to traditional client-server models. The mobile agent approach overcomes drawbacks of existing approaches by executing asynchronously, being autonomous, and reducing network load.
Rain Concert is an innovation-driven company that provides web-mobile-electronics convergence solutions. It has offices in India, Saudi Arabia, Dubai, and partners in the US, Bahrain, and UAE. The company has over 120 employees, including programmers, business analysts, and consultants. It has clients in the US, UK, Middle East, India, and other regions. Rain Concert develops products and solutions across various industries including health, security, energy, education, and e-governance.
The document discusses adopting an enterprise mobility strategy using smartphones. It introduces key smartphone platforms and architectures for developing mobile applications. As a case study, it proposes developing a mobile web application version of an existing quality dashboard for senior management. This would allow real-time access on smartphones while keeping data volumes low through a simple architecture relying on the mobile web.
Visual studio enterprise 2017 mobile by Russ FustinoRuss Fustino
This document summarizes events and resources for the launch of Visual Studio 2017, including:
- Over 70 local launch events being held around the world.
- A two-day virtual launch event with keynotes, technical sessions, demos and Q&As.
- Resources on the Visual Studio website including videos, podcasts and documentation.
To create the best mobile applications possible we have to look at the design from a user perspective before we start programming a single line of code. And the design process doesn’t stop after the first deployment. When an application has been submitted to a marketplace or appstore we can start monitoring the usage and study the end-user reviews.
The following topics are covered in this slidedeck:
1. Creating awareness on the importance of app strategy and design.
2. What should be happening before we start developing mobile apps?
3. What should be done once the mobile app has been deployed?
4. Wrap up and next steps.
Transforming Education through Disruptive TechnologiesAspire Systems
IT budget cuts post-recession have forced education CIO’s to increase dependence on emerging cost-effective technologies like collaboration platforms, web based applications and the now buzzed Cloud Computing. However, the technology invasion in education is still nascent and various revolutionary concepts, like augmented reality and semantic web, are on the verge of becoming mainstream.
To penetrate beyond the inevitable hype and disruption, this webinar will be looking at the following:
- The best emerging technologies that education software providers should invest in
- Technologies recommended for classroom adoption among educational institutions
- Effects of adopting such disruptive technologies
- Obtaining the best out of established technologies
IBM ARDIGO - SOIEL MOBILE BUSINESS ROMA 020713Max Ardigó 🇦🇷
The document discusses IBM's MobileFirst platform for providing integrated multichannel customer experiences. It provides an overview of IBM's solutions for developing mobile applications, managing mobile devices, securing mobile access, analyzing mobile usage, and implementing mobile strategies. Case studies describe how companies like Air Canada and Capital One have used IBM's MobileFirst platform to transform customer experiences, reduce costs, and support business growth through mobile channels.
Collaboration Platform: Videoconferencing, Dan Driscoll, Video Guidance Ann Treacy
This document provides an overview of video conferencing and its expanding use across different industries such as banking, healthcare, and education. It discusses how video conferencing is moving from dedicated conference room systems to cloud-based solutions that can be accessed from any device. Examples are given of how banks are using video conferencing for customer service and training, and how healthcare is using it for patient care and education. The document also outlines best practices for a successful video conferencing rollout and introduces cloud-based solutions and services from a company called Video Guidance.
Know about university help desk with technologycampuseai
The document discusses technology developed to help university help desks. Some software developers have created tools equipped with university-friendly features to help lower the workload of help desks, especially during busy admission seasons when multiple help desks need to provide student assistance and information. The document then introduces CampusEAI's myCampus portal, a cloud-based software that provides a single sign-on portal and mobile platform for students, faculty, staff, alumni and potential students to access online services and stay connected to their university.
Company driven by innovation and customer satisfaction. It is a web-mobile-electronics convergence company headquartered in India with offices globally. It has a team of over 130 employees developing flagship products across multiple industry verticals like health, education, tourism, and delivering end-to-end solutions to clients worldwide including governments and large corporations.
Net Solutions is an offshore development partner that has been in business for over 13 years. They provide outsourced product development, UX, mobile, and web development services to enterprise customers across various industries. They have a large facility and staff of over 175 employees. Some of their areas of expertise include UI/UX, web development, mobility, cloud/SaaS, and CMS platforms like Drupal, Kentico and Sitecore. They showcase some of their featured work including projects involving e-commerce, retail, education and more.
One Company - One App - thats the best way to get digital adoption in any large company. DronaHQ provides a proven platform for all size companies to build their one app.
The document discusses adopting an enterprise mobility strategy using smartphones. It introduces key smartphone platforms and mobile architectures. It then presents a case study of developing a mobile version of a CIO dashboard. The case study derives an architecture using a decision tree and outlines an implementation approach including development, testing and rollout.
Advancing Personalized Learning through Big Data and Artificial IntelligencePenn State EdTech Network
Presented by Dr. Conrad Tucker, Associate Professor in the School of Engineering Design, Technology, and Professional Programs. Dr. Conrad Tucker examined the potential of artificial intelligence (AI) to instantaneously provide information that personalizes learning for individual students.
Natural Language Processing to Improve Student Engagement featuring Dr. Rebec...Penn State EdTech Network
Dr. Rebecca (Becky) Passonneau, Professor at the Penn State School of Electrical Engineering and Computer Science, shares her research on the application of artificial intelligence through natural language processing (NLP) to analyze the content of students' written work. This work has potential to enhance instruction in a number of impactful ways.
Dr. Passonneau shares results presented at her recent workshop, Connecting Language, Interaction and Education in Digital Environments (CLIEDE 2017; Supported by NSF, Penn State Teaching and Learning with Technology, and the Waterbury Chair of the Penn State College of Education).
As part of Global Entrepreneurship Week (GEW) 2017, the EdTech Network hosted Dr. Ben Amaba, IBM Worldwide Leader for Hybrid Cloud Software, for a presentation on how today’s global innovators, entrepreneurs, and leaders are changing industries, cultures, and practices through digitization. Dr. Amaba explored how IBM is tapping the cloud, mobile, and analytics technology to compete and to harness innovation and knowledge to drive the “art of the possible” in order to achieve results and target new markets in a manner never imagined.
Design thinking is a human-centered approach to innovation that draws from design methods to integrate user needs, technology possibilities, and business factors. It involves building empathy with users, defining problems from their perspective, generating creative solutions, building prototypes, and testing ideas with users through an iterative process.
The old adage, "You are what you eat", also applies to machine learning and data science. The models and insights gained from analyzing data are only as good as the input data. To understand where data preparation falls in an analytics solution, the Extract, Transform, and Load (ETL) process is covered.
Following an overview of the necessity behind data preparation, various cleansing techniques are demonstrated. These data issues and techniques are exemplified, using real situations, with before and after snapshots of data and the code snippets that perform the cleansing.
These slides were presented at Penn State's Nittany Watson Challenge Immersion event on January 19-20, 2017.
1) The document discusses various Watson capabilities including microservices for language, speech, vision, and data, as well as embodied cognition. It provides examples of use cases demonstrating speech to text with multiple speakers, a school navigator chatbot, expertise finder, and multimedia enrichment.
2) Live demos are shown for speech to text with diarization, speech to speech translation, a school finder application, and multimedia processing of video and audio.
3) The multimedia enrichment pipeline is described in detail, outlining how video and audio inputs are processed using various Watson APIs to extract metadata like transcripts, entities, keywords, and visual recognition results.
Understanding P–N Junction Semiconductors: A Beginner’s GuideGS Virdi
Dive into the fundamentals of P–N junctions, the heart of every diode and semiconductor device. In this concise presentation, Dr. G.S. Virdi (Former Chief Scientist, CSIR-CEERI Pilani) covers:
What Is a P–N Junction? Learn how P-type and N-type materials join to create a diode.
Depletion Region & Biasing: See how forward and reverse bias shape the voltage–current behavior.
V–I Characteristics: Understand the curve that defines diode operation.
Real-World Uses: Discover common applications in rectifiers, signal clipping, and more.
Ideal for electronics students, hobbyists, and engineers seeking a clear, practical introduction to P–N junction semiconductors.
How to Manage Opening & Closing Controls in Odoo 17 POSCeline George
In Odoo 17 Point of Sale, the opening and closing controls are key for cash management. At the start of a shift, cashiers log in and enter the starting cash amount, marking the beginning of financial tracking. Throughout the shift, every transaction is recorded, creating an audit trail.
CBSE - Grade 8 - Science - Chemistry - Metals and Non Metals - WorksheetSritoma Majumder
Introduction
All the materials around us are made up of elements. These elements can be broadly divided into two major groups:
Metals
Non-Metals
Each group has its own unique physical and chemical properties. Let's understand them one by one.
Physical Properties
1. Appearance
Metals: Shiny (lustrous). Example: gold, silver, copper.
Non-metals: Dull appearance (except iodine, which is shiny).
2. Hardness
Metals: Generally hard. Example: iron.
Non-metals: Usually soft (except diamond, a form of carbon, which is very hard).
3. State
Metals: Mostly solids at room temperature (except mercury, which is a liquid).
Non-metals: Can be solids, liquids, or gases. Example: oxygen (gas), bromine (liquid), sulphur (solid).
4. Malleability
Metals: Can be hammered into thin sheets (malleable).
Non-metals: Not malleable. They break when hammered (brittle).
5. Ductility
Metals: Can be drawn into wires (ductile).
Non-metals: Not ductile.
6. Conductivity
Metals: Good conductors of heat and electricity.
Non-metals: Poor conductors (except graphite, which is a good conductor).
7. Sonorous Nature
Metals: Produce a ringing sound when struck.
Non-metals: Do not produce sound.
Chemical Properties
1. Reaction with Oxygen
Metals react with oxygen to form metal oxides.
These metal oxides are usually basic.
Non-metals react with oxygen to form non-metallic oxides.
These oxides are usually acidic.
2. Reaction with Water
Metals:
Some react vigorously (e.g., sodium).
Some react slowly (e.g., iron).
Some do not react at all (e.g., gold, silver).
Non-metals: Generally do not react with water.
3. Reaction with Acids
Metals react with acids to produce salt and hydrogen gas.
Non-metals: Do not react with acids.
4. Reaction with Bases
Some non-metals react with bases to form salts, but this is rare.
Metals generally do not react with bases directly (except amphoteric metals like aluminum and zinc).
Displacement Reaction
More reactive metals can displace less reactive metals from their salt solutions.
Uses of Metals
Iron: Making machines, tools, and buildings.
Aluminum: Used in aircraft, utensils.
Copper: Electrical wires.
Gold and Silver: Jewelry.
Zinc: Coating iron to prevent rusting (galvanization).
Uses of Non-Metals
Oxygen: Breathing.
Nitrogen: Fertilizers.
Chlorine: Water purification.
Carbon: Fuel (coal), steel-making (coke).
Iodine: Medicines.
Alloys
An alloy is a mixture of metals or a metal with a non-metal.
Alloys have improved properties like strength, resistance to rusting.
Odoo Inventory Rules and Routes v17 - Odoo SlidesCeline George
Odoo's inventory management system is highly flexible and powerful, allowing businesses to efficiently manage their stock operations through the use of Rules and Routes.
Ultimate VMware 2V0-11.25 Exam Dumps for Exam SuccessMark Soia
Boost your chances of passing the 2V0-11.25 exam with CertsExpert reliable exam dumps. Prepare effectively and ace the VMware certification on your first try
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Social Problem-Unemployment .pptx notes for Physiotherapy StudentsDrNidhiAgarwal
Unemployment is a major social problem, by which not only rural population have suffered but also urban population are suffered while they are literate having good qualification.The evil consequences like poverty, frustration, revolution
result in crimes and social disorganization. Therefore, it is
necessary that all efforts be made to have maximum.
employment facilities. The Government of India has already
announced that the question of payment of unemployment
allowance cannot be considered in India
Geography Sem II Unit 1C Correlation of Geography with other school subjectsProfDrShaikhImran
The correlation of school subjects refers to the interconnectedness and mutual reinforcement between different academic disciplines. This concept highlights how knowledge and skills in one subject can support, enhance, or overlap with learning in another. Recognizing these correlations helps in creating a more holistic and meaningful educational experience.
A measles outbreak originating in West Texas has been linked to confirmed cases in New Mexico, with additional cases reported in Oklahoma and Kansas. The current case count is 795 from Texas, New Mexico, Oklahoma, and Kansas. 95 individuals have required hospitalization, and 3 deaths, 2 children in Texas and one adult in New Mexico. These fatalities mark the first measles-related deaths in the United States since 2015 and the first pediatric measles death since 2003.
The YSPH Virtual Medical Operations Center Briefs (VMOC) were created as a service-learning project by faculty and graduate students at the Yale School of Public Health in response to the 2010 Haiti Earthquake. Each year, the VMOC Briefs are produced by students enrolled in Environmental Health Science Course 581 - Public Health Emergencies: Disaster Planning and Response. These briefs compile diverse information sources – including status reports, maps, news articles, and web content– into a single, easily digestible document that can be widely shared and used interactively. Key features of this report include:
- Comprehensive Overview: Provides situation updates, maps, relevant news, and web resources.
- Accessibility: Designed for easy reading, wide distribution, and interactive use.
- Collaboration: The “unlocked" format enables other responders to share, copy, and adapt seamlessly. The students learn by doing, quickly discovering how and where to find critical information and presenting it in an easily understood manner.
World war-1(Causes & impacts at a glance) PPT by Simanchala Sarab(BABed,sem-4...larencebapu132
This is short and accurate description of World war-1 (1914-18)
It can give you the perfect factual conceptual clarity on the great war
Regards Simanchala Sarab
Student of BABed(ITEP, Secondary stage)in History at Guru Nanak Dev University Amritsar Punjab 🙏🙏
As of Mid to April Ending, I am building a new Reiki-Yoga Series. No worries, they are free workshops. So far, I have 3 presentations so its a gradual process. If interested visit: https://www.slideshare.net/YogaPrincess
https://ldmchapels.weebly.com
Blessings and Happy Spring. We are hitting Mid Season.
The *nervous system of insects* is a complex network of nerve cells (neurons) and supporting cells that process and transmit information. Here's an overview:
Structure
1. *Brain*: The insect brain is a complex structure that processes sensory information, controls behavior, and integrates information.
2. *Ventral nerve cord*: A chain of ganglia (nerve clusters) that runs along the insect's body, controlling movement and sensory processing.
3. *Peripheral nervous system*: Nerves that connect the central nervous system to sensory organs and muscles.
Functions
1. *Sensory processing*: Insects can detect and respond to various stimuli, such as light, sound, touch, taste, and smell.
2. *Motor control*: The nervous system controls movement, including walking, flying, and feeding.
3. *Behavioral responThe *nervous system of insects* is a complex network of nerve cells (neurons) and supporting cells that process and transmit information. Here's an overview:
Structure
1. *Brain*: The insect brain is a complex structure that processes sensory information, controls behavior, and integrates information.
2. *Ventral nerve cord*: A chain of ganglia (nerve clusters) that runs along the insect's body, controlling movement and sensory processing.
3. *Peripheral nervous system*: Nerves that connect the central nervous system to sensory organs and muscles.
Functions
1. *Sensory processing*: Insects can detect and respond to various stimuli, such as light, sound, touch, taste, and smell.
2. *Motor control*: The nervous system controls movement, including walking, flying, and feeding.
3. *Behavioral responses*: Insects can exhibit complex behaviors, such as mating, foraging, and social interactions.
Characteristics
1. *Decentralized*: Insect nervous systems have some autonomy in different body parts.
2. *Specialized*: Different parts of the nervous system are specialized for specific functions.
3. *Efficient*: Insect nervous systems are highly efficient, allowing for rapid processing and response to stimuli.
The insect nervous system is a remarkable example of evolutionary adaptation, enabling insects to thrive in diverse environments.
The insect nervous system is a remarkable example of evolutionary adaptation, enabling insects to thrive
3. IBM Bluemix
Bluemix is an open-standards, cloud-based platform for building, running, and
managing applications.
Build your apps, your way
Use the most prominent compute
technologies to power your app:
Cloud Foundry, Docker,
OpenStack.
Extend apps with services
A catalog of IBM, third party, and
open source services allow the
developer to stitch an application
together quickly.
Scale more than just instances
Development, monitoring,
deployment, and logging tools
allow the developers to run and
manage the entire application.
Layered Security
IBM secures the platform and
infrastructure and provides you with
the tools to secure your apps.
Deploy and manage hybrid apps
seamlessly
Get a seamless dev and
management experience across a
number of hybrid implementations
options.
Flexible Pricing
Try compute options and services
for free and, when you’re ready,
pay only for what you use. Pay as
you go and subscription models
offer choice and flexibility.
Coming Summer 2015
4. IBM Bluemix is an Innovation Platform:
• Run existing applications in CF runtimes or containers
• Create new micro service applications
• Include cutting edge services which advance your
applications to the next level!
Virtualization
Servers
Storage
Networking
Runtime
Middleware
OS
Virtualization
Servers
Storage
Networking
Runtime
Middleware
OS
Virtualization
Servers
Storage
Networking
Mobile
Integrated DevOps
Analytics
API Economy
New Biz Models
Cognitive
Internet of Things
Flexible Deployment
Not Just
Infrastructure
as a Service
Not Just
Platform
as a Service
ApplicationDevelopment,Orchestration,Integration
Security,Management,Governance
Management & Security
InnovationAgility
Innovation via
Platform
Services!
Agility
Agility
8. Cognitive Donor/Alumni Management
The solution exists today at Lehigh University, other universities, and philanthropic organizations. These
organizations are realizing value in:
- Reducing giving churn (Solution sends daily alerts on which alumni are AT RISK, and how to reach out to
them)
- Drive more donations from active donors (Solution details existing donors personality drives/wants/needs
that define why that donor gives. This insight behind the intent for giving, will enable Lehigh to continue
communicating the value that specific donors care about when giving)
- The means to personally engage non active donors. (Reach out to non active donors in a personal way, to
reinvigorate love for the University, it’s people, and programs)
- Driving up event attendance, via donor social influence scores (Each donor/alumni will be given a social
influence score, so Lehigh l can reach out to them and harness the power of their social / personal networks in
a certain industry or geography)
Who Cares?
-Director of Alumni Relations
- Director of Annual Giving
9. Geo / Weather / Social for Mobile Campus Events/Sporting Events
Mobile Experience and Collecting Data on College
Events:
Campus events come in many forms: sporting events,
theatrical productions, campus speakers, philanthropy
events, and much more. IBM has teamed with events
coordinators, to drive a most personal mobile
experience, gain insights to drive sustainability, and
optimize revenue from concessions/merchandise.
These outcomes are being realized by the Rolskilde
Music Festival event, in Copenhagen --> http://www-
01.ibm.com/common/ssi/cgi-
bin/ssialias?subtype=AB&infotype=PM&htmlfid=CDC1
2349USEN&attachment=CDC12349USEN.PDF, both
the event go-er and event coordinators are benefiting:
Mobile experience for event goers:
- Mobile driven rewards program for ticket sales, and
merchandise/concessions
- Insight into the shortest lines / least crowded routes
for a most convenient game/event experience
- Live video content of different event/game
perspectives on your mobile device
Insights for event coordinators:
- Insights into geo-location of crowd movements,
weather data, and sales data to drive
concessions/merchandise sales
- Supporting sustainability via realty time analytics of
energy, water, waste management
- Smart optimization of safety resources
- Insights lead to smarter future planning and decisions
for that next game, production, or event
Who cares? Sport Division / Campus Events
10. Ustream for Tele-learning / Campus Speakers
Right now, video is delivering value to key educational groups: Telelearning for students and professors, campus tv channels
available on any mobile device for the administration's announcement or student content, alumnus stay engaged through
video of keynote speakers/campus events, and lastly as a live video platform that can project out to social media outlets,
thus expanding to a select or worldwide audience.
Arizona State University and Georgetown University utilize Ustream to:
- Retain their audience – Deliver live and recorded video to students, administration, alumni. For purposes like telelearning,
sports/campus events, campus wide announcements, or keynote speakers
- Reach new audiences – Via Ustream social outlet, Georgetown went from 2,000 views to 160,000 views of a keynote
speaker in 6 weeks.
- Quality Experiences – Videos have chat / social functionality to drive collaboration and engagement
How about evaluate the Ustream video platform, like these reputable institutions did? They chose Ustream to deliver value
to all of these stakeholders above on any of their mobile devices, while driving quality of video and costs down through a
platform approach.
- ASU utilizing for campus tv station and telelearning --http://cdn1.ustream.tv/case-studies/asu-121914.pdf
- Georgetown uses it keynote speakers/events and to reach a global audience-- http://cdn1.ustream.tv/case-
studies/georgetown-121914.pdf
11. Bluemix is the IBM open cloud platform that offers cloud, mobile and web developers access to IBM software (Watson/Cognitive, Big Data,
Docker/Containers, Analytics, DevOps, etc.) for integration, security, transactions, and other key functions, as well as software from business
partners. Built on Cloud Foundry open source technology, Bluemix makes application development easier with Platform as a Service
(PaaS). Bluemix also provides prebuilt Mobile Backend as a Service (MBaaS) capabilities. The goal is to simplify the delivery of an application
by providing services that are ready for immediate use and hosting capabilities to enable internal scale development.
Speech to Text for Class Lecture Review:
If a university records all their lectures this would give students the
ability to quickly review lectures and find answers to questions
coming from the class lectures. http://watson.ted.com/
Using Personality to Match Students/Professors
The demo uses two Watson Services (Personality Insights & Trade-
off Analytics) to help in the matching of Potential College Students
and Professors that will be the student's advisors. https://student-
and-professor-advisor.mybluemix.net/
Video based applications for events/speakers:
- ASU utilizing for campus tv station and telelearning --
http://cdn1.ustream.tv/case-studies/asu-121914.pdf
- Georgetown uses it keynote speakers/events and to reach a global
audience-- http://cdn1.ustream.tv/case-studies/georgetown-
121914.pdf
Campus Events Experiences:
Sporting events, theatrical productions, campus speakers,
philanthropy events, and much more. IBM has teamed with events
coordinators, to drive a most personal mobile experience, gain
insights to drive sustainability, and optimize revenue from
concessions/merchandise. http://www-
01.ibm.com/common/ssi/cgi-
bin/ssialias?subtype=AB&infotype=PM&htmlfid=CDC12349USEN&at
tachment=CDC12349USEN.PDF,
Using Machine Learning Analytics to choose your major:
Picking a major / class schedule through chatbot. Utilize personality
insights, tone analyzer, text/speech conversation for Watson to give
students recommendations for classes. Use Tradeoff analytics to
weigh the variables important to you (time of class / difficulty /
interest level etc…)
Personality Insights to choose social life/clubs to join:
With many outlets for fun and campus clubs, utilize your social
footprint to then gain suggestions from Penn State on the
programs/clubs/social outlets that fit your personality
Weather Data/Parking App:
With more inclimate weather, more students will drive places.
Create a weather and IoT app, that cognitively projects the best
places to park, based on the forecast ahead. Can use these insights,
to incentivize students to choose to walk or carpool, thus delivering
sustainability.
Drive Donations/Alumni to Events via Social:
Utilize personality insights/twitter insights to locate when and how
to reach out to alumni to drive donations/attendance to events/and
overall a more respectful relationships with students as they move
out into their careers
Ideas/References to Cognitive Education Solutions