This Presentation is brief Introduction to Data Analytics and carrier in it. It is with respect to the webinar which took place on 6 th March - Link https://www.youtube.com/watch?v=ltPi1680d1s
Internet of Things With Privacy in MindGosia Fraser
This document discusses privacy considerations for Internet of Things devices. It notes that IoT devices collect personal data that, even when fragmented, can reveal sensitive information when aggregated and analyzed. Many IoT manufacturers do not adequately explain how they collect, use, store, and allow deletion of personal information. The document advocates adopting privacy by design principles to build privacy protections into IoT technologies from the early stages of development through privacy impact assessments and data protection impact assessments. This helps understand privacy needs, shape better policies, and improve transparency while demonstrating adherence to high data protection standards.
Solving Industrial Data Integration with Machine IntelligenceBit Stew Systems
The document discusses the challenges of integrating industrial data from different sources due to its large volume, varied formats and complex relationships. It introduces MIx Core, a machine intelligence solution from Bit Stew Systems that can automate data integration through feature extraction, relationship mapping and generating a semantic model to solve problems that overwhelm traditional ETL approaches. The system uses machine learning algorithms to classify data fields and dynamically understand changing relationships without requiring large, costly integration teams.
Moving application in cloud, advanced machine learning, capability based security, cyber physical systems, and network function virtualization are some innovative technologies in dependable secure computing discussed in the document. Key uses of dependable and secure computing tools mentioned include automatic signature verification, cyber security and attacks diagnosis, spoofs diagnosis in sensor networks, information sharing and data protection, and dependable system self improvement. The document also lists utmost topics in dependable secure computing such as advanced data science. It provides contact information for the website that discusses dependable and secure computing PhD guidance and topics.
IoT Edge Intelligence - The need for new software development approachesBart Jonkers
CeBIT 2016 talk on "IoT Edge Intelligence - The need for new software development approaches".
In order to bridge the 'IoT skills gap' or solve the 'IT vs OT' divide, the IoT market needs to enable traditional IT developers to move into the OT (operational technology) world. In the OT world, devices, gateways and machines run embedded software on proprietary operating systems, using unfamiliar communications protocols in resource constraint environments. To enable a large community of developers to build intelligent IoT edge applications, abstraction from these domain specific technologies and complexities is required. Bitreactive offers visual developer tooling to highly simplify the application development on devices and the way edge devices integrate to IoT sensors, cloud services, analytics, visualization services etc.
(Some technologies supported: MQTT, AMQP, BLE, Zigbee, OPC-UA, Paho, Californium, Kura, Coap, JSON-RPC, LoRA, Bluetooth, IBM Bluemix, IBM IoT Foundation, Microsoft Azure, AWS, Oracle IoT Cloud Service, GE Predix, GE Predix machine, Xively, Solair, Geofencing, Modbus, GPIO, RaspberryPI, XMPP, Eurotech Reliagate, Eurotech ESF, PLC, SCADA, DELL 5000, Intel IoT gateway, Multitech conduit, Java SE, openJDK, OSGi, Kura, Eclipse IoT, Embedded Java, Oauth 2.0, alternative to Node Red)
Analytics is becoming increasingly important for industrial companies. Solving the data integration challenge is the foundation of an analytics strategy and platform. The integration platform must be versatile in ingesting any data type from any data source of any quality level.
This document provides an introduction to the Internet of Things (IoT). It defines IoT as using internet-connected devices to solve specific problems. It notes that experts predict 20 billion IoT devices will be in use by 2020. The document discusses the IoT ecosystem involving data collection, aggregation, analysis and insights/actions. It provides examples of using IoT for driving habits monitoring and road planning. It also outlines other IoT applications and discusses major players and the evolution of IoT technology. The document concludes by offering tips for successful IoT implementation and considerations around security and privacy when working with IoT.
Internet of Things With Privacy in MindGosia Fraser
This document discusses privacy considerations for Internet of Things devices. It notes that IoT devices collect personal data that, even when fragmented, can reveal sensitive information when aggregated and analyzed. Many IoT manufacturers do not adequately explain how they collect, use, store, and allow deletion of personal information. The document advocates adopting privacy by design principles to build privacy protections into IoT technologies from the early stages of development through privacy impact assessments and data protection impact assessments. This helps understand privacy needs, shape better policies, and improve transparency while demonstrating adherence to high data protection standards.
Solving Industrial Data Integration with Machine IntelligenceBit Stew Systems
The document discusses the challenges of integrating industrial data from different sources due to its large volume, varied formats and complex relationships. It introduces MIx Core, a machine intelligence solution from Bit Stew Systems that can automate data integration through feature extraction, relationship mapping and generating a semantic model to solve problems that overwhelm traditional ETL approaches. The system uses machine learning algorithms to classify data fields and dynamically understand changing relationships without requiring large, costly integration teams.
Moving application in cloud, advanced machine learning, capability based security, cyber physical systems, and network function virtualization are some innovative technologies in dependable secure computing discussed in the document. Key uses of dependable and secure computing tools mentioned include automatic signature verification, cyber security and attacks diagnosis, spoofs diagnosis in sensor networks, information sharing and data protection, and dependable system self improvement. The document also lists utmost topics in dependable secure computing such as advanced data science. It provides contact information for the website that discusses dependable and secure computing PhD guidance and topics.
IoT Edge Intelligence - The need for new software development approachesBart Jonkers
CeBIT 2016 talk on "IoT Edge Intelligence - The need for new software development approaches".
In order to bridge the 'IoT skills gap' or solve the 'IT vs OT' divide, the IoT market needs to enable traditional IT developers to move into the OT (operational technology) world. In the OT world, devices, gateways and machines run embedded software on proprietary operating systems, using unfamiliar communications protocols in resource constraint environments. To enable a large community of developers to build intelligent IoT edge applications, abstraction from these domain specific technologies and complexities is required. Bitreactive offers visual developer tooling to highly simplify the application development on devices and the way edge devices integrate to IoT sensors, cloud services, analytics, visualization services etc.
(Some technologies supported: MQTT, AMQP, BLE, Zigbee, OPC-UA, Paho, Californium, Kura, Coap, JSON-RPC, LoRA, Bluetooth, IBM Bluemix, IBM IoT Foundation, Microsoft Azure, AWS, Oracle IoT Cloud Service, GE Predix, GE Predix machine, Xively, Solair, Geofencing, Modbus, GPIO, RaspberryPI, XMPP, Eurotech Reliagate, Eurotech ESF, PLC, SCADA, DELL 5000, Intel IoT gateway, Multitech conduit, Java SE, openJDK, OSGi, Kura, Eclipse IoT, Embedded Java, Oauth 2.0, alternative to Node Red)
Analytics is becoming increasingly important for industrial companies. Solving the data integration challenge is the foundation of an analytics strategy and platform. The integration platform must be versatile in ingesting any data type from any data source of any quality level.
This document provides an introduction to the Internet of Things (IoT). It defines IoT as using internet-connected devices to solve specific problems. It notes that experts predict 20 billion IoT devices will be in use by 2020. The document discusses the IoT ecosystem involving data collection, aggregation, analysis and insights/actions. It provides examples of using IoT for driving habits monitoring and road planning. It also outlines other IoT applications and discusses major players and the evolution of IoT technology. The document concludes by offering tips for successful IoT implementation and considerations around security and privacy when working with IoT.
call for papers - International Journal on Cryptography and Information Secur...JonesSmith7
International Journal on Cryptography and Information Security (IJCIS) is an open access peer reviewed journal that focuses on cutting-edge results in applied cryptography and Information security. It aims to bring together scientists, researchers and students to exchange novel ideas and results in all aspects of cryptography, coding and Information security
International Journal of Network Security &Its Applications (IJNSA)MiajackB
International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
Mobile networking projects cover a range of vibrant fields including wireless mobile ad hoc networks, content centric mobile networks, green mobile networking, and software defined mobile networks. Significant ideas in these projects focus on service optimization, cellular IP scalability, authentication, minimal encapsulation, and route optimization. Eminent features discussed include ideas for mobile networking projects, information centric networking, modulation/waveforms, spectrum efficiency, wireless radio front ends, and millimeter wave technologies.
The International Journal on Cryptography and Information Security (IJCIS) is an open access peer-reviewed journal focused on cutting-edge research in applied cryptography and information security. It aims to bring together scientists, researchers, and students to exchange novel ideas and results related to topics including cryptographic protocols, privacy and authentication, quantum cryptography, intrusion detection, cloud computing security, and more. Authors are invited to submit original papers by February 16, 2019, with notification of acceptance by March 16, 2019 and final manuscripts due by March 24, 2019.
1) The document describes IoTCrawler, a solution for securely discovering, indexing, and managing IoT data sources in a distributed manner.
2) IoTCrawler crawls and discovers local and global IoT sources and provides users full control over how their data is accessed and used by applications.
3) The document outlines how IoTCrawler can be used in a smart home context, describing its architecture and capabilities like network discovery, semantic annotation, appliance usage detection, and providing a secure energy awareness dashboard application.
International Journal of Network Security &Its Applications (IJNSA)MiajackB
The International Journal of Information Security and Applications (IJISA) is an open access journal that publishes articles on information security and applications. The journal focuses on technical and practical aspects of topics like cryptography, privacy, authentication, key management, quantum cryptography, computational intelligence, biometric security, trust models, data integrity, wireless network security, and more. Authors are invited to submit papers by October 10, 2020. Papers will be notified of acceptance by October 22, 2020, and final manuscripts will be due by October 30, 2020.
Stavros Pitoglou is a speaker who tweets at @s_pitoglou and provides services related to application implementation and integration, business intelligence and big data management, business process outsourcing, infrastructure and disaster recovery support and maintenance, software and platform as a service, IT consulting, custom software development, system and database administration, project management, and security and quality testing.
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURESManisha Luthra
This document compares and discusses four Internet of Things (IoT) architectures - IoT-A, BeTaaS, OpenIoT, and IoT@Work - in terms of their approaches to security and privacy. It identifies common security requirements for IoT systems, including network security, identity management, privacy, trust, and resilience. It rates each architecture on how well it addresses these requirements. While each architecture focuses on a different domain, IoT-A and BeTaaS provide reference models that fulfill most of the security requirements. However, the document notes that privacy and trust are not fully addressed across architectures and that future work is needed on mechanisms like accountability and transitive trust to realize the full potential of an
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
The document outlines an agenda for a presentation on tackling cloud computing security. The agenda includes: setting the stage; existing cloud standards; ISACA resources; a proposed approach to tackle cloud security; cloud assurance and contract considerations; and a conclusion. It then provides details on each section, outlining existing cloud standards and frameworks, ISACA tools for cloud security, approaches to governing cloud security based on risk management and extending current practices to third parties, and considerations for operating in the cloud securely.
International Journal of Network Security & Its Applications (IJNSA)ijfcst journal
International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
Carlos Chalico is an instructor at the University of Toronto School of Continuing Studies who teaches courses related to cybersecurity and the Internet of Things (IoT). The document discusses key topics related to IoT including identification, communication, sensitivity and control of IoT devices. It also provides estimates for the growing market value of IoT globally, with projections of $7.1 trillion for the US and $1.8 trillion for China by 2030. Several threats to IoT security are examined, such as insecure interfaces, authentication, network services and lack of encryption. Frameworks for addressing these issues are also presented.
Iot top 10 vulnerabilities and misconceptions 2016Erez Metula
The document discusses common IoT security vulnerabilities and misconceptions. It outlines 10 top vulnerabilities: insecure web interfaces, SQL injection, cross-site scripting, cross-site request forgery, command injection, weak passwords, mobile app attacks, local memory and storage issues, device physical interfaces, and insecure device firmware. It also notes that IoT security requires covering all components, from the device to the cloud, and should not assume attackers cannot access devices, firmware, or decompiled apps. Common misconceptions about the limitations of attackers are also addressed.
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
International Journal of Network Security & Its Applications (IJNSA)ijfcst journal
International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
The document discusses data science, defining it as a multi-disciplinary field that uses scientific methods to extract knowledge and insights from structured and unstructured data. It notes data science employs techniques from fields like statistics, computer science, and information science. The document outlines related fields like statistics, machine learning, and artificial intelligence. It provides examples of data science tasks at companies and lists applications of data science in various domains like security, banking, healthcare, and transportation. Finally, it discusses the importance of data science for understanding customers and its growing role across many sectors.
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018Yoh Staffing Solutions
Big Data and AI have changed the way companies acquire people. Is your organization one of them? Shed some light on this innovation with these valuable tips and gain a better understanding of the implications Big Data and AI can have on your talent acquisition strategy.
Machine Learning on Big Data with HADOOPEPAM Systems
Machine learning is definitely an exciting application
that helps you to tap on the power of big
data. As for corporate data continues to grow
bigger and more complex, machine learning will
become even more attractive. The industry has
come up elegant solutions to help corporations
to solve this problem. Let’s get ready; it is just a
matter time this problem arrives at your desk.
Data science is an interdisciplinary field (it consists of more than one branch of study) that uses statistics, computer science, and machine learning algorithms to gain insights from structured and unstructured data. CETPA INFOTECH, an ISO 9001- 2008 certified training company provides Data Science Training Course for students and professionals who want to make their mark in the world of Data Science. Cetpa is the best data science training institute in Delhi NCR.
call for papers - International Journal on Cryptography and Information Secur...JonesSmith7
International Journal on Cryptography and Information Security (IJCIS) is an open access peer reviewed journal that focuses on cutting-edge results in applied cryptography and Information security. It aims to bring together scientists, researchers and students to exchange novel ideas and results in all aspects of cryptography, coding and Information security
International Journal of Network Security &Its Applications (IJNSA)MiajackB
International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
Mobile networking projects cover a range of vibrant fields including wireless mobile ad hoc networks, content centric mobile networks, green mobile networking, and software defined mobile networks. Significant ideas in these projects focus on service optimization, cellular IP scalability, authentication, minimal encapsulation, and route optimization. Eminent features discussed include ideas for mobile networking projects, information centric networking, modulation/waveforms, spectrum efficiency, wireless radio front ends, and millimeter wave technologies.
The International Journal on Cryptography and Information Security (IJCIS) is an open access peer-reviewed journal focused on cutting-edge research in applied cryptography and information security. It aims to bring together scientists, researchers, and students to exchange novel ideas and results related to topics including cryptographic protocols, privacy and authentication, quantum cryptography, intrusion detection, cloud computing security, and more. Authors are invited to submit original papers by February 16, 2019, with notification of acceptance by March 16, 2019 and final manuscripts due by March 24, 2019.
1) The document describes IoTCrawler, a solution for securely discovering, indexing, and managing IoT data sources in a distributed manner.
2) IoTCrawler crawls and discovers local and global IoT sources and provides users full control over how their data is accessed and used by applications.
3) The document outlines how IoTCrawler can be used in a smart home context, describing its architecture and capabilities like network discovery, semantic annotation, appliance usage detection, and providing a secure energy awareness dashboard application.
International Journal of Network Security &Its Applications (IJNSA)MiajackB
The International Journal of Information Security and Applications (IJISA) is an open access journal that publishes articles on information security and applications. The journal focuses on technical and practical aspects of topics like cryptography, privacy, authentication, key management, quantum cryptography, computational intelligence, biometric security, trust models, data integrity, wireless network security, and more. Authors are invited to submit papers by October 10, 2020. Papers will be notified of acceptance by October 22, 2020, and final manuscripts will be due by October 30, 2020.
Stavros Pitoglou is a speaker who tweets at @s_pitoglou and provides services related to application implementation and integration, business intelligence and big data management, business process outsourcing, infrastructure and disaster recovery support and maintenance, software and platform as a service, IT consulting, custom software development, system and database administration, project management, and security and quality testing.
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURESManisha Luthra
This document compares and discusses four Internet of Things (IoT) architectures - IoT-A, BeTaaS, OpenIoT, and IoT@Work - in terms of their approaches to security and privacy. It identifies common security requirements for IoT systems, including network security, identity management, privacy, trust, and resilience. It rates each architecture on how well it addresses these requirements. While each architecture focuses on a different domain, IoT-A and BeTaaS provide reference models that fulfill most of the security requirements. However, the document notes that privacy and trust are not fully addressed across architectures and that future work is needed on mechanisms like accountability and transitive trust to realize the full potential of an
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
The document outlines an agenda for a presentation on tackling cloud computing security. The agenda includes: setting the stage; existing cloud standards; ISACA resources; a proposed approach to tackle cloud security; cloud assurance and contract considerations; and a conclusion. It then provides details on each section, outlining existing cloud standards and frameworks, ISACA tools for cloud security, approaches to governing cloud security based on risk management and extending current practices to third parties, and considerations for operating in the cloud securely.
International Journal of Network Security & Its Applications (IJNSA)ijfcst journal
International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
Carlos Chalico is an instructor at the University of Toronto School of Continuing Studies who teaches courses related to cybersecurity and the Internet of Things (IoT). The document discusses key topics related to IoT including identification, communication, sensitivity and control of IoT devices. It also provides estimates for the growing market value of IoT globally, with projections of $7.1 trillion for the US and $1.8 trillion for China by 2030. Several threats to IoT security are examined, such as insecure interfaces, authentication, network services and lack of encryption. Frameworks for addressing these issues are also presented.
Iot top 10 vulnerabilities and misconceptions 2016Erez Metula
The document discusses common IoT security vulnerabilities and misconceptions. It outlines 10 top vulnerabilities: insecure web interfaces, SQL injection, cross-site scripting, cross-site request forgery, command injection, weak passwords, mobile app attacks, local memory and storage issues, device physical interfaces, and insecure device firmware. It also notes that IoT security requires covering all components, from the device to the cloud, and should not assume attackers cannot access devices, firmware, or decompiled apps. Common misconceptions about the limitations of attackers are also addressed.
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
International Journal of Information Security and Applications (IJISA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Security and Applications. The journal focuses on all technical and practical aspects of Information Security and Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Information Security concepts and establishing new collaborations in these areas.
International Journal of Network Security & Its Applications (IJNSA)ijfcst journal
International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
The document discusses data science, defining it as a multi-disciplinary field that uses scientific methods to extract knowledge and insights from structured and unstructured data. It notes data science employs techniques from fields like statistics, computer science, and information science. The document outlines related fields like statistics, machine learning, and artificial intelligence. It provides examples of data science tasks at companies and lists applications of data science in various domains like security, banking, healthcare, and transportation. Finally, it discusses the importance of data science for understanding customers and its growing role across many sectors.
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018Yoh Staffing Solutions
Big Data and AI have changed the way companies acquire people. Is your organization one of them? Shed some light on this innovation with these valuable tips and gain a better understanding of the implications Big Data and AI can have on your talent acquisition strategy.
Machine Learning on Big Data with HADOOPEPAM Systems
Machine learning is definitely an exciting application
that helps you to tap on the power of big
data. As for corporate data continues to grow
bigger and more complex, machine learning will
become even more attractive. The industry has
come up elegant solutions to help corporations
to solve this problem. Let’s get ready; it is just a
matter time this problem arrives at your desk.
Data science is an interdisciplinary field (it consists of more than one branch of study) that uses statistics, computer science, and machine learning algorithms to gain insights from structured and unstructured data. CETPA INFOTECH, an ISO 9001- 2008 certified training company provides Data Science Training Course for students and professionals who want to make their mark in the world of Data Science. Cetpa is the best data science training institute in Delhi NCR.
Predictive Modelling is used by businesses, social organisations and governments to build winning products, eradicate poverty and preempt cyclones. Learn the fundamental principles of predictive modelling with illustrative case studies. Know how companies like Netflix, Tinder and Citi Group use predictive modelling to deliver user satisfaction and profitability.
This document discusses artificial intelligence (AI) in society and key issues around its development and use. It begins with an introduction to AI applications in areas like personalized recommendations, customer service, and fraud detection. It then covers a 5-spoke framework for understanding AI systems, including components like perception, reasoning, communication, decision-making, and interaction. Examples of applications in areas like computer vision, natural language processing, and reinforcement learning are provided. The document also discusses issues like bias, fairness, ethics, accountability and transparency in AI. It profiles Singapore as a thought leader in developing frameworks for ethical and responsible AI.
State of Analytics: Retail and Consumer GoodsSPI Conference
There is little doubt that Business Analytics will become a core differentiator in consumer industries, but even though Retail and Consumer Goods companies view analytics as extremely strategic, they struggle to effectively leverage it across the enterprise. EKN has studied the adoption and impact analytics in these industries for the last 5 years, and this counterpoint presentation will summarize key trends in analytics and shares fresh 2016 data on the state of analytics. Presented by Joe Skorupa (Editorial Director, RIS News) & Gaurav Pant (Senior VP Research & Principal Analyst, EKN Research) at the 2016 SPI Conference.
These slides are the summary of y presentation on A.I. In Africa: Perspectives and Challenges during the Conference organized by MBCode Consulting Group under the theme: where is Africa on the map of AI?. The goal was to evangelize and raise awareness among the youth about A.I. and how it applies on the continent, and also the necessity to invest time on that direction
Dirigida a directivos y analistas de mediana y gran empresa, Big Data Spain celebró una charla previa a la conferencia de la segunda edición del 7y 8 de noviembre del 2013.
Vídeo youtube: https://www.youtube.com/watch?v=6HbWErRCD1g
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http://www.paradigmatecnologico.com/
Oscar Méndez, co-fundador de www.paradigmatecnologico.com y www.stratio.com, habló de Big Data desde un punto de vista de negocio, y despejó dudas acerca del coste y recursos necesarios para aprovechar esta tecnología.
Las plataformas v2.0 post-Hadoop permiten el despligue rápido y simple de herramientas integradas de data mining, data processing, data analysis y data visualization. Los avances de los últimos 12 meses dejan atrás las limitaciones de sistemas de Business Intelligence tradicionales.
Artificial Intelligence: Evolution and its Impact on MarketingZenith
In one real-life minute, Google receives over 4 million searches, 2.5 million pieces of content are shared on Facebook, and Pandora users listen to 61 thousand hours of music. The amount of data that is produced in a day is massive that the world has began to turn to artificial intelligence to make use of this data. Read here to learn about the way that artificial intelligence is revolutionizing the use of big data and how this will impact the world of marketing and business.
This Thought Paper discusses how Artificial Intelligence could be used in the learning and development space. It provides various inspiration based on examples of solutions from and beyond the industry. The paper was prepared by Shweta Panwar and Debamitra Dasgupta within the Think Tank Center of Excellence of the Talent Development and Learning Practice in Accenture Capability Network.
The document discusses how DataRobot provides an automated machine learning platform to help address the shortage of data scientists. It notes that while demand for data scientists is increasing due to the growth of data and need to extract insights, the supply of data scientists cannot keep up. DataRobot aims to turn more data-focused resources into effective data scientists and make existing data scientists more productive by automating workflows like data preparation, model training, evaluation and deployment. This helps organizations capitalize on their data and gain business value from AI and machine learning applications.
This document defines artificial intelligence as the ability of computers or robots to perform tasks usually done by humans. It lists many applications of AI such as astronomy, healthcare, gaming, finance, robotics, and more. The advantages listed are efficiency, automation, accuracy, personalization, and cost-effectiveness. The disadvantages include job displacement, bias and discrimination, lack of creativity, dependence on technology, and security risks.
In the intricate tapestry of life, connections serve as the vibrant threads that weave together opportunities, experiences, and growth. Whether in personal or professional spheres, the ability to forge meaningful connections opens doors to a multitude of possibilities, propelling individuals toward success and fulfillment.
Eirini is an HR professional with strong passion for technology and semiconductors industry in particular. She started her career as a software recruiter in 2012, and developed an interest for business development, talent enablement and innovation which later got her setting up the concept of Software Community Management in ASML, and to Developer Relations today. She holds a bachelor degree in Lifelong Learning and an MBA specialised in Strategic Human Resources Management. She is a world citizen, having grown up in Greece, she studied and kickstarted her career in The Netherlands and can currently be found in Santa Clara, CA.
A Guide to a Winning Interview June 2024Bruce Bennett
This webinar is an in-depth review of the interview process. Preparation is a key element to acing an interview. Learn the best approaches from the initial phone screen to the face-to-face meeting with the hiring manager. You will hear great answers to several standard questions, including the dreaded “Tell Me About Yourself”.
We recently hosted the much-anticipated Community Skill Builders Workshop during our June online meeting. This event was a culmination of six months of listening to your feedback and crafting solutions to better support your PMI journey. Here’s a look back at what happened and the exciting developments that emerged from our collaborative efforts.
A Gathering of Minds
We were thrilled to see a diverse group of attendees, including local certified PMI trainers and both new and experienced members eager to contribute their perspectives. The workshop was structured into three dynamic discussion sessions, each led by our dedicated membership advocates.
Key Takeaways and Future Directions
The insights and feedback gathered from these discussions were invaluable. Here are some of the key takeaways and the steps we are taking to address them:
• Enhanced Resource Accessibility: We are working on a new, user-friendly resource page that will make it easier for members to access training materials and real-world application guides.
• Structured Mentorship Program: Plans are underway to launch a mentorship program that will connect members with experienced professionals for guidance and support.
• Increased Networking Opportunities: Expect to see more frequent and varied networking events, both virtual and in-person, to help you build connections and foster a sense of community.
Moving Forward
We are committed to turning your feedback into actionable solutions that enhance your PMI journey. This workshop was just the beginning. By actively participating and sharing your experiences, you have helped shape the future of our Chapter’s offerings.
Thank you to everyone who attended and contributed to the success of the Community Skill Builders Workshop. Your engagement and enthusiasm are what make our Chapter strong and vibrant. Stay tuned for updates on the new initiatives and opportunities to get involved. Together, we are building a community that supports and empowers each other on our PMI journeys.
Stay connected, stay engaged, and let’s continue to grow together!
About PMI Silver Spring Chapter
We are a branch of the Project Management Institute. We offer a platform for project management professionals in Silver Spring, MD, and the DC/Baltimore metro area. Monthly meetings facilitate networking, knowledge sharing, and professional development. For more, visit pmissc.org.
Learnings from Successful Jobs SearchersBruce Bennett
Are you interested to know what actions help in a job search? This webinar is the summary of several individuals who discussed their job search journey for others to follow. You will learn there are common actions that helped them succeed in their quest for gainful employment.
Success is often not achievable without facing and overcoming obstacles along the way. To reach our goals and achieve success, it is important to understand and resolve the obstacles that come in our way.
In this article, we will discuss the various obstacles that hinder success, strategies to overcome them, and examples of individuals who have successfully surmounted their obstacles.
Joyce M Sullivan, Founder & CEO of SocMediaFin, Inc. shares her "Five Questions - The Story of You", "Reflections - What Matters to You?" and "The Three Circle Exercise" to guide those evaluating what their next move may be in their careers.
2. ABOUT ME
I AM ANIRUDDHA KALBANDE
AN ELECTRONICS & TELECOMMUNICATION ENGINEER
YOU CAN REACH ME OUT ON GITHUB.COM/ANIRUDDHA1995/
EMAIL - AKALBANDE6@GMAIL.COM
3. ANALYTICS IN USE
Etihad Airways uses technology to harvest and analyse gigabytes of
data generated by hundreds of sensors working inside its plane .
This allows to monitor planes in real time , reduce fuel cost, manage
plane maintenance, even spot problems before they happen.
Many people use Facebook to update their status, share
photos , and ‘like’ content .The Obama presidential
campaign used all that data on the social network to not just
find votes but to assemble an army of volunteers.
One of the India’s highest - rated TV shows Aggregates and
analyses the millions of messages it receives from viewers on
controversial issues like female fetiches , caste discrimination and
child abuse - and used that data to push for political change.
4. ANALYTICS IN USE
Recommendation systems used by Amazon,
Flipkart, Ebay ,Netflix.
Image recognition by Facebook for Tagging images.
Digital Advertisements
Speech Recognition by Google voice, Siri, Cortana.
Self Driving Cars
Fraud and Risk Detection
Healthcare
36. ANALYTICS
USING DATA TO DISCOVER SOME PATTERN .
GENERATE INSIGHTS AND VISUALS FROM THE PATTERNS .
37. APPROACH TO ANALYTICS DEVELOPMENT
Identify the data source or gather data.
Select the right tools and technology
Understand the business domain
Process the data or data Cleaning
Build mathematical model for analysis
Visualise
Learn , adopt , rebuild your analytics model
38. TOOLS FOR ANALYSIS
SAS ( Statistical Analysis Software)
Python - ( Anaconda Data Science platform )
R - (RStudio)
Matlab
Tableau ,TensorFlow ,IBM Watson ,Cognos
are the other extensions for Machine
Learning and Analysis.
39.
40. FOR MORE UPDATES AND FUTURE SESSIONS
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