Connected Farms ...and the Digital CatapultChandan Rajah
Presented at the "Towards a Connected Farm" workshop conducted by the Satellite Applications Catapult, this presentation highlights the ideas and trends while moving towards a connected farm.
Humans, AI, and Decision Making:
“How do we make use of data, text mining, and machine learning for better decision making?”
Pauline Crépel - Business Development Manager @MySciencework.
The presentation touches upon issues of strategic futures, digital twins, blockchain and the development of skills in the context of investment policy.
Presentation on 'Why Open Data?', 'What can Open Data do for me?', and 'Local authorities - a unique opportunity.' Presented by Julia Glidden at 21c Consultancy, at Really Useful Day: Making use of Open Data for public services on 27 March 2015 in St Albans.
UK digital market is valued at more than £100bn
Growth on the Internet represents 23% total UK GDP 2004-2009
By 2018 we aim to:
£365m of additional economic revenue
Make a difference to 10,000 organisations
We are NOT a funder, incubator or accelerator
Connected Farms ...and the Digital CatapultChandan Rajah
Presented at the "Towards a Connected Farm" workshop conducted by the Satellite Applications Catapult, this presentation highlights the ideas and trends while moving towards a connected farm.
Humans, AI, and Decision Making:
“How do we make use of data, text mining, and machine learning for better decision making?”
Pauline Crépel - Business Development Manager @MySciencework.
The presentation touches upon issues of strategic futures, digital twins, blockchain and the development of skills in the context of investment policy.
Presentation on 'Why Open Data?', 'What can Open Data do for me?', and 'Local authorities - a unique opportunity.' Presented by Julia Glidden at 21c Consultancy, at Really Useful Day: Making use of Open Data for public services on 27 March 2015 in St Albans.
UK digital market is valued at more than £100bn
Growth on the Internet represents 23% total UK GDP 2004-2009
By 2018 we aim to:
£365m of additional economic revenue
Make a difference to 10,000 organisations
We are NOT a funder, incubator or accelerator
This are the slides I am going to use today in a round table talk about Open Data city programs with Eindhoven and Ghent. Event: Smart City Event Amsteredam 13-14 May
Presenting the Open Data Institute and our efforts to make North Carolina the largest interoperable data market in the world. Data must be broken down and analyzed for it to have value. Information included about Open Data portals and competitions in North Carolina.
A Connected Future Starts Inside CoreSite's Data CentersMike Trawick
CoreSite is leading the charge to provide innovators with data center and cloud solutions that offer real-time connectivity; near-instant data transfer; and the operational flexibility needed to continue changing the world.
2019.05.09 Fostering shared digital platforms for cities to build innovative ...MiquelEstape
Fostering shared digital platforms for cities to build innovative public services
Smart Cities and Regions Summit. Dublin (Ireland)
May 9th, 2019
Miquel Estapé
A Castelar Tecnologia veio com toda essa bagagem e com o intuito de desenvolver soluções de TI que sejam compatíveis com o desenvolvimento econômico e tecnológico, reduzindo custos e otimizando o tempo, atendendo com excelência os seus clientes.
Com equipe qualificada e atendimento personalizado, a Castelmar Tecnologia busca ser líder em criatividade e eficiência no mercado de TI, oferecendo aos seus clientes um serviço especializado com rapidez, ética, segurança e preços competitivos.
Os modelos de negócios da CASTELMAR TECNOLOGIA são customizados de acordo com a necessidade do cliente, podendo abranger a infra-estrutura tecnológica completa, desde a consultoria, cabeamento estruturado, até soluções mais completas.
Por isso, disponibilizamos aos nossos clientes produtos e serviços de excelente qualidade contando com fabricantes e fornecedores comprometidos na satisfação do cliente final.
This are the slides I am going to use today in a round table talk about Open Data city programs with Eindhoven and Ghent. Event: Smart City Event Amsteredam 13-14 May
Presenting the Open Data Institute and our efforts to make North Carolina the largest interoperable data market in the world. Data must be broken down and analyzed for it to have value. Information included about Open Data portals and competitions in North Carolina.
A Connected Future Starts Inside CoreSite's Data CentersMike Trawick
CoreSite is leading the charge to provide innovators with data center and cloud solutions that offer real-time connectivity; near-instant data transfer; and the operational flexibility needed to continue changing the world.
2019.05.09 Fostering shared digital platforms for cities to build innovative ...MiquelEstape
Fostering shared digital platforms for cities to build innovative public services
Smart Cities and Regions Summit. Dublin (Ireland)
May 9th, 2019
Miquel Estapé
A Castelar Tecnologia veio com toda essa bagagem e com o intuito de desenvolver soluções de TI que sejam compatíveis com o desenvolvimento econômico e tecnológico, reduzindo custos e otimizando o tempo, atendendo com excelência os seus clientes.
Com equipe qualificada e atendimento personalizado, a Castelmar Tecnologia busca ser líder em criatividade e eficiência no mercado de TI, oferecendo aos seus clientes um serviço especializado com rapidez, ética, segurança e preços competitivos.
Os modelos de negócios da CASTELMAR TECNOLOGIA são customizados de acordo com a necessidade do cliente, podendo abranger a infra-estrutura tecnológica completa, desde a consultoria, cabeamento estruturado, até soluções mais completas.
Por isso, disponibilizamos aos nossos clientes produtos e serviços de excelente qualidade contando com fabricantes e fornecedores comprometidos na satisfação do cliente final.
BAI03 - Gerenciar a Identificação e Construção de SoluçõesBAI05 - Gerenciar a Implementação de Mudança OrganizacionalEDM03 - Assegurar a Otimização de RiscosEDM04 - Assegurar a Otimização de Recursos
Presented at a technology event, this presentation illustrates a mechanism for social triangulation with limited knowledge using Big Data technologies.
Health Innovation and the Digital CatapultChandan Rajah
Presented at the 'Aspects of Digital Innovation' conference in Salford Media City, this presentation illustrates the reasons health and care is the next frontier for disruption. It describes a scenario and lists the emerging trends in this sector.
Presentation on Open Data delivered by Paul Wilkinson at the COMIT Community Day held on September 8th at Hemel Hempstead, hosted by Sir Robert McAlpine
Presentation of Digital Catapult's personal data activities in relation to Industry 4.0, digital transformation and advanced manufacturing actions, as presented by Digital Catapult's Michele Nati, Lead Technologist of Personal Data and Trust.
New Horizons for a Data-Driven Economy – A Roadmap for Big Data in Europe inside-BigData.com
In this video from the ISC Big Data'14 Conference, Edward Curry from the NUI Galway & Nuria de Lama Sanchez from Atos present: New Horizons for a Data-Driven Economy – A Roadmap for Big Data in Europe.
"In this talk we summarize the results of the BIG project including analysis of foundational Big Data research technologies, technology and strategy roadmaps to enable business to understand the potential of Big Data technologies across different sectors, together with the necessary collaboration and dissemination infrastructure to link technology suppliers, integrators and leading user organizations."
Learn more:
http://www.isc-events.com/bigdata14/schedule.html
and
http://big-project.eu/
Watch the video presentation: http://wp.me/p3RLEV-37G
Slides from my panel session at Science & Innovation 2015 with STFC DiRAC, HPC Midlands, Francis Crick Institute and UCL. As we move into the expected post-election comprehensive spending review, it is a good time to take stock of some of the innovations that have helped the UK’s institutions and industry to work together to accelerate innovation whilst achieving operating efficiencies over the last few years.
In this session we hear about trend setting initiatives such as Jisc’s shared data centre and equipment sharing initiative, which makes over £200m of capital equipment available for sharing between institutions and with industry, and industrial connectivity to the UK’s Janet network.
Towards a BIG Data Public Private PartnershipEdward Curry
Building an industrial community around Big Data in Europe is the priority of the BIG: Big Data Public Private Forum project. In this workshop we will present the work of the project including analysis of foundational Big Data research technologies, technology and strategy roadmaps to enable business to understand the potential of Big Data technologies, and the necessary collaboration and dissemination infrastructure to link technology suppliers, integrators and leading user organizations. BIG is working towards the definition and implementation of a clear strategy that tackles the necessary efforts in terms of Big Data research and innovation, while also providing a major boost for technology adoption and supporting actions for the successful implementation of the Big Data economy.
Data is disruptive, powerful and dangerous. Data is the opportunity and, as a resource, it is growing exponentially. This is disruption. Linear solutions don't apply.
Be prepared. Data will make the industrial revolution look like a blip. Liken it to an ice-age or a tsunami of information. It will change everything.
An over of The Data Lab. Scotland's data science innovation centre, stimulating collaborative R&D between industry and academia, supporting the data science community and nurturing talent in data science and analytics.
Can You Really Make Best Use of Big Data?R A Akerkar
How big is big? What are the precise criteria for a data set to be considered big data? At least three major factors that contribute to the bigness of big data: Ubiquity and variety of data capturing devices for different types of information
Increase data resolution. Super-linear scaling of data production rate with data producers. Although big data has other dimensions too but these are not inherent to the "bigness" of big data.
NETWORKING AND INFORMATION TECHNOLOGY AND DEVELOPMENTSVCAVET
Slide Presentation on COORDINATING FEDERAL R&D IN IT:
THE NETWORKING COMMUNITY
Cover Executive Summary from slide 24
NITRD: an interagency program to enhance coordination and collaboration of the Networking and Information Technology R&D that is performed or supported by Federal agencies
NCO: National Coordination Office-- provides support for the NITRD Program, reports to OSTP, and interfaces for NITRD with OMB, GAO, Congress, etc.
Business Change through Predictive AnalyticsChandan Rajah
Presented at Big Data Week, this talk highlight the importance of predictive analytics in business change. It start with exploring the reasons for a business to change followed by delve into what is predictive analytics and stitches the two together against the backdrop of the Shop Direct's journey to becoming a World Class Digital Retailer.
Business Change through Predictive AnalyticsChandan Rajah
Presented at the Big Data Analytics & Innovation Summit, November 1025, this presentation answers the question - should businesses invest in predictive analytics. It looks at Shop Direct as an example to highlight the benefits of predictive analytics.
Presented to the British High Commission, British Council and the Royal Moroccan Science Council at the Mediterranean Space of Technology and Innovation (MSTI) event held in Rabat, Morocco, this presentation describes vertical innovation and the big data science revolution. It goes on to predict the future of big data science including the Moroccan opportunity to become the data science capital of North Africa.
Presented to the British High Commission, British Council and the Royal Moroccan Science Council at the Mediterranean Space of Technology and Innovation (MSTI) event held in Rabat, Morocco, this presentation highlight the data innovation ecosystem in the UK.
Data Disruption by Vertical Innovation in MediaChandan Rajah
Presented to a forum of strategy and technology consultants specialising in the media sector, this presentation highlights the difference between horizontal and vertical innovation. It draws parallels between business intelligence and big data science in that context. It showcases examples of successful implementation of prescriptive analytics.
Data Analytics is ubiquitous. Some organisations like Netflix and Amazon are proficient in extracting significant Competitive Advantage from their while other like HP and IBM have extended this model to derive Corporate Advantage by aggregating the data layer across business units and portfolio companied. What if organisations across the sector combined their data to the elusive Sector Advantage?
Presnetated to the Digital Catapult (@DigiCatapult), this presentation aims to introduce Big Data Science and create a sense of realisation to adopt the technology.
Presented at the Digital Care Surgery in Birmingham, this presentation highlights the potential data based disruptions to the future health care industry in the form of data bases products and services.
Digital Care Surgery was host by Digital Birmingham (@DigiBrum), supported by Innovate UK (@innovate_uk), setup to support and accelerate SMEs in the health care industry.
How should an organisation with an incumbent Enterprise Data Warehouse harness the power of Big Data?
Using Sky as an example, this presentation outlays a schematic plan to achieve this synergy with minimal disruption.
Business Impact of Predictive AnalyticsChandan Rajah
Why should an organisation invest in predictive analytics? What impact could it have on my business? What metrics should I measure and track? Predictive analytics might not be the panacea to every dilemmas but it can certainly help create cross-sell and up-sell opportunities, predict and manage operations, drive brand loyalty, identify and target customers and save the planet. Business today need to harness this capability to drive value to their customers and increase intrinsic performance targets. This talks aims to highlight some aspects of business impact most realised when using predictive analytics.
What is Big Data? What is Data Science? What are the benefits? How will they evolve in my organisation?
Built around the premise that the investment in big data is far less than the cost of not having it, this presentation made at a tech media industry event, this presentation will unveil and explore the nuances of Big Data and Data Science and their synergy forming Big Data Science. It highlights the benefits of investing in it and defines a path to their evolution within most organisations.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Data Innovation in the Digital Economy
1. DATA INNOVATION IN THE DIGITAL ECONOMY
Chandan Rajah [ @ChandanRajah ]
“Innovation without commercialisation is like a car without an engine” – Vince Cable
2. What’s the Digital Catapult ?
Not for Profit Organisation Funded by Innovate UK
Stimulate the Digital Economy
Unlock Value from DataHelp New Businesses Faster and more Trusted Ways
Collaborate Unlock Accelerate> >
One of Seven
Rapidly Advance UK’s best Digital Ideas
5. Personal Data, Privacy and Trust
“Find new ways for technologists to work with data whilst safeguarding individual privacy and security”
Projects
• Energy MiData
• Milton Keynes Citizen MiData Study
• European IT ICT Labs High Impact Initiative on Personal and Trusted Data
Evolution
• Trust Frameworks
• Capability Hub
• Central Consent Broker
6. Unlocking Diverse and Proprietary Data
“making information useable by creating new ways for small businesses to exploit the full potential of
diverse, proprietary and closed data sets”
Projects
• Trusted Data Hub *
• Open Health Data Platform
• Manchester Open Data
• Environment Data Hub
Evolution
• Data Exchange and Marketplace
• Simplified Data Licensing
• Ontology and Data Discovery
7. Internet of Things
“Accelerating the prototyping of future products and services by giving innovators advance access to
the next generation of connected technologies.”
Projects
• 5G Innovation Centre Access and Fellowship
• Milton Keynes Smart Hub
• Milton Keynes Whitespace
• European 5G PPP Community Engagement
• Euro CPS
Evolution
• Capability Hub
• Innovator Labs and Demonstration Space
8. Content Innovation
“Reduce licensing friction using technology to create a new business-friendly online marketplace for re-
use of creative content.”
Projects
• Copyright Hub *
• Capability Hub
Evolution
• Data Rights Management
• Metadata Hub
9. Big Data Science and the Value Chain ?
Generation Transport Knowledge Output Value
BIG DATA SCIENCE
Straddles all four Dimensions of Focus
10. Data Analytics to Data Discovery ?
data you know
data you don’t know
questionsyou’reasking
questionsyou’renotasking
Data Analyst
Data Scientist
Data
Analytics
Data Discovery
DATA MODELLING
Y F( X, random noise, parameters)
ALGORITHMIC MODELLING
Y [ BLACK BOX ] X
11. Health is the next Frontier for Disruption
PEOPLE CONDITION PROCEDURE REMEDY
“£120 billion spent on healthcare in the UK ~ 7% GDP
$1.2 trillion spent on healthcare in the US ~ 10% GDP” - WHO
“$800 billion of value locked in health data
6 – 8% unlocked today” – McKinsey & Co.
Cost Speedl Agilityl Capabilityl
12. WORDS OF WISDOM
NOT ALL ROADS LEAD TO ROME
TIME VALUE OF DATA KNOWLEDGE IS POWER
I AM AN INDIVIDUAL
WHAT - What is Big Data Science?
WHY - Why is it needed?
WHERE - Where is it being used?
HOW - How will it evolve?
TIME VALUE - Yesterday’s data is less valuable than today’s data
- Historical data is more valuable than just now alone
POWER - Get from unknown unknowns to known unknowns or known knowns is powerful
LEAD TO ROME - Exploring with no direct business impact is not a bad thing
INDIVUDUAL - Treat every customer as an individual not an aggregate and analyse
- Aggregate only individual insights