Social media can be an invaluable tool to increase the impact and visibility of scientific research. For example, papers shared on social media have increased citations and downloads. Social media offers new ways to expand your professional network; connect with policymakers and the public; to communicate scientific research; and to advance your professional career. This session will provide 1) an introduction to social media platforms, particularly Twitter; 2) tangible examples of how social media use can benefit your research and career; and 3) resources and strategies to use social media effectively. Offered at the 2015 American Society for Cell Biology (ASCB) Annual Meeting.
Big Data, We Have a Communication Problem
by Daniel Tunkelang
Presented on April 30, 2013 at the TTI/Vanguard Conference on Ginormous Systems
http://www.ttivanguard.com/conference/2013/ginormous.html
It's a cliché that we live in a world of Big Data. But the bottleneck in understanding data is not computational. Rather, the biggest challenge is designing technical solutions that effectively leverage human cognitive ability. Data analysis systems should augment people's capabilities rather than replace them. This argument is as old as computer science itself: in 1962, Doug Engelbart said that the goal of technology is “the enhancement of human intellect by increasing the capability of a human to approach a complex problem situation.” Algorithms extract signal from raw data, but people fill in the gaps, creating models and evaluating analyses.
Empowering people to understand data is not just a surface problem of building better interfaces and visualizations. We need to interact with data not only after performing computational analysis, but throughout the analysis process in order to improve our models and algorithms. In order to do so, we need tools and processes specifically designed to offer people transparency, guidance, and control.
Human-computer information retrieval has been revolutionizing our approach to information seeking -- no modern search engine limits users to black-box relevance ranking and ten blue links. We need to take similar steps in our analysis of big data, making people the center of the analysis process and developing the technical innovations that enable people to fulfill this role.
It seems like everyone has thought about, discussed or made jokes about cell phone use being an addiction. We began such a discussion. It began with a conversation about social media and moved on to include gathering information and data, messaging and gaming, etc.
The common denominator was the use of a cell phone.
Kim Solez tech&future of medicine for med students fall 2017Kim Solez ,
Kim Solez technology&future of medicine for med students fall 2017 Oct. 6, 2017 at the University of Alberta in Edmonton, Alberta, Canada. Copyright (c) 2017, JustMachines Inc.
From the everyday to the futuristic, our abilities as humans (and machines) evolve throughout our lifetimes. We are part of a vast, influential range of abilities, both cognitive and physical, that are constantly in flux and influencing one another. This spectrum of ability is a constant reverberating tide that affects everyone, and moves culture.
There are cultural forces radiating across the spectrum of ability in a number of mega trends we follow here at sparks & honey, such as unapologetic, frictionless and AI ethics. These trends are evident in our relationships with one another and with technology, in fashion and design, our workplaces, and in the streets we walk, run or drive through. In this report, we examine the pervading tide of culture through the lens of ability, affecting all of us.
We’re looking toward a future–evident already in our lives today–where ability can be enhanced, morphed, designed and modular. For some, this will increasingly be a necessity, and for others, a luxury. For some time, we’ve been enhancing our abilities: with pacemakers, tech tattoos for diabetics that measures glucose levels, or bionic limbs.
As we infuse our lives with technology and look to robots for companionship, entertainment and assistance, ability becomes a question of human and civil rights. And maybe even, robot rights.
What does tomorrow look like – for all of us?
85 pp.
Methodology
For this report, sparks & honey conducted primary research and interviewed experts in the field of ability, including thought leaders from our Influencer Advisory Board (IAB). We surveyed 1,009 people in the US, aged 18 to 65, to engage their perceptions on evolving technologies. Leveraging social listening, patent analysis, and our proprietary Cultural Intelligence system, we combed through thousands of signals to build a vision of the future cultural landscape of ability.
At some time(s) all of us will lose control; feel anxiety, anger, exposure, vulnerability, threatened, stress, depression, uncertainty, be forgetful, or be of ‘two minds’ and so on. Our behaviors will most likely be modulated, and even strange in some way for some period. But all this is normal and a key component of our physiology of survival, and it is generally transient lasting minutes, hours, or at worst a day or two. When such conditions last for many day or weeks or become episodic, we label them mental illness.
The treatment of mental illness sufferers throughout history has not been a happy story spanning; the possession by spirits and demons, to incarceration, and institutionalization to become objects of fun, entertainment, derision, neglect, and disrespect. In the developed world a deal of progress and enlightenment (in terms of base understanding and treatment) has now been established, but there are still marked differences between the older and younger generations, sub-cultures, religions, and belief systems.
The medical profession has come a long way, and their understanding and science are still advancing, but expertise is in chronically short supply. And so there is a universal plight shared between physical and mental health with a gross shortage of skilled practitioners and physical facilities. In reality, this shortfall cannot be overcome by traditional health models - there are simply insufficient people available to be trained and qualified into all the health professions. Our only hope then; is to turn to new technologies with a progressive migration of patients from a ‘Do It all For Me’ (DIFM) to a ‘Do It For Yourself’ (DIY)_culture and expectation.
This DIFM to DIY transition is getting well established for the physical health sector, but it is still in its infancy for mental patients. Both sectors suffer the irrational/uneducated/unthinking/virulent detractors, but the reality is - we have a very limited number of choices - and we can only move within the framework of the possible. But: it is worth noting that the mental health sector is far more of a ‘minefield’ than the physical precursors. And so we should advance and experiment with great care and be sure to involve patients as a member of the team as opposed to being mere subjects and pseudo ‘lab rats’.
“tread softly, lest you step upon my dreams”
Social media can be an invaluable tool to increase the impact and visibility of scientific research. For example, papers shared on social media have increased citations and downloads. Social media offers new ways to expand your professional network; connect with policymakers and the public; to communicate scientific research; and to advance your professional career. This session will provide 1) an introduction to social media platforms, particularly Twitter; 2) tangible examples of how social media use can benefit your research and career; and 3) resources and strategies to use social media effectively. Offered at the 2015 American Society for Cell Biology (ASCB) Annual Meeting.
Big Data, We Have a Communication Problem
by Daniel Tunkelang
Presented on April 30, 2013 at the TTI/Vanguard Conference on Ginormous Systems
http://www.ttivanguard.com/conference/2013/ginormous.html
It's a cliché that we live in a world of Big Data. But the bottleneck in understanding data is not computational. Rather, the biggest challenge is designing technical solutions that effectively leverage human cognitive ability. Data analysis systems should augment people's capabilities rather than replace them. This argument is as old as computer science itself: in 1962, Doug Engelbart said that the goal of technology is “the enhancement of human intellect by increasing the capability of a human to approach a complex problem situation.” Algorithms extract signal from raw data, but people fill in the gaps, creating models and evaluating analyses.
Empowering people to understand data is not just a surface problem of building better interfaces and visualizations. We need to interact with data not only after performing computational analysis, but throughout the analysis process in order to improve our models and algorithms. In order to do so, we need tools and processes specifically designed to offer people transparency, guidance, and control.
Human-computer information retrieval has been revolutionizing our approach to information seeking -- no modern search engine limits users to black-box relevance ranking and ten blue links. We need to take similar steps in our analysis of big data, making people the center of the analysis process and developing the technical innovations that enable people to fulfill this role.
It seems like everyone has thought about, discussed or made jokes about cell phone use being an addiction. We began such a discussion. It began with a conversation about social media and moved on to include gathering information and data, messaging and gaming, etc.
The common denominator was the use of a cell phone.
Kim Solez tech&future of medicine for med students fall 2017Kim Solez ,
Kim Solez technology&future of medicine for med students fall 2017 Oct. 6, 2017 at the University of Alberta in Edmonton, Alberta, Canada. Copyright (c) 2017, JustMachines Inc.
From the everyday to the futuristic, our abilities as humans (and machines) evolve throughout our lifetimes. We are part of a vast, influential range of abilities, both cognitive and physical, that are constantly in flux and influencing one another. This spectrum of ability is a constant reverberating tide that affects everyone, and moves culture.
There are cultural forces radiating across the spectrum of ability in a number of mega trends we follow here at sparks & honey, such as unapologetic, frictionless and AI ethics. These trends are evident in our relationships with one another and with technology, in fashion and design, our workplaces, and in the streets we walk, run or drive through. In this report, we examine the pervading tide of culture through the lens of ability, affecting all of us.
We’re looking toward a future–evident already in our lives today–where ability can be enhanced, morphed, designed and modular. For some, this will increasingly be a necessity, and for others, a luxury. For some time, we’ve been enhancing our abilities: with pacemakers, tech tattoos for diabetics that measures glucose levels, or bionic limbs.
As we infuse our lives with technology and look to robots for companionship, entertainment and assistance, ability becomes a question of human and civil rights. And maybe even, robot rights.
What does tomorrow look like – for all of us?
85 pp.
Methodology
For this report, sparks & honey conducted primary research and interviewed experts in the field of ability, including thought leaders from our Influencer Advisory Board (IAB). We surveyed 1,009 people in the US, aged 18 to 65, to engage their perceptions on evolving technologies. Leveraging social listening, patent analysis, and our proprietary Cultural Intelligence system, we combed through thousands of signals to build a vision of the future cultural landscape of ability.
At some time(s) all of us will lose control; feel anxiety, anger, exposure, vulnerability, threatened, stress, depression, uncertainty, be forgetful, or be of ‘two minds’ and so on. Our behaviors will most likely be modulated, and even strange in some way for some period. But all this is normal and a key component of our physiology of survival, and it is generally transient lasting minutes, hours, or at worst a day or two. When such conditions last for many day or weeks or become episodic, we label them mental illness.
The treatment of mental illness sufferers throughout history has not been a happy story spanning; the possession by spirits and demons, to incarceration, and institutionalization to become objects of fun, entertainment, derision, neglect, and disrespect. In the developed world a deal of progress and enlightenment (in terms of base understanding and treatment) has now been established, but there are still marked differences between the older and younger generations, sub-cultures, religions, and belief systems.
The medical profession has come a long way, and their understanding and science are still advancing, but expertise is in chronically short supply. And so there is a universal plight shared between physical and mental health with a gross shortage of skilled practitioners and physical facilities. In reality, this shortfall cannot be overcome by traditional health models - there are simply insufficient people available to be trained and qualified into all the health professions. Our only hope then; is to turn to new technologies with a progressive migration of patients from a ‘Do It all For Me’ (DIFM) to a ‘Do It For Yourself’ (DIY)_culture and expectation.
This DIFM to DIY transition is getting well established for the physical health sector, but it is still in its infancy for mental patients. Both sectors suffer the irrational/uneducated/unthinking/virulent detractors, but the reality is - we have a very limited number of choices - and we can only move within the framework of the possible. But: it is worth noting that the mental health sector is far more of a ‘minefield’ than the physical precursors. And so we should advance and experiment with great care and be sure to involve patients as a member of the team as opposed to being mere subjects and pseudo ‘lab rats’.
“tread softly, lest you step upon my dreams”
Kim Solez Mainstreaming Transhumanism in the Universities and BeyondKim Solez ,
Dr. Kim Solez presents "Mainstreaming Transhumanism in the Universities and Beyond" at International Space Development Conference, May 17, 2014 in Los Angeles.
Cognitive Biases and Effects You Should Know AboutKevlin Henney
Presented at NDC 2011 in Oslo (8th June 2011)
Video available at http://www.everytalk.tv/talks/678-NDC-Cognitive-Biases-and-Effects-You-Should-Know-About
In software development, developers, architects and managers often like to think of themselves as rational and clear thinking, not prone to the chaotic and contradictory thinking they see at home, in politics or in the world of business. Although it is possible to get further from the truth than this, it is not likely.
Those involved in software development are just as human as people in other walks of life, and are just as subject to the cognitive biases and effects that skew, truncate and bypass clear thinking. The effects on rationality affect everything from testing to estimation, from programming to project delivery. It is easier to see and react to these effects in yourself and others when you know what some of them are.
What is civic intelligence? Why is it so important? Why is it threatened and what can we do about it. Some focus on Trumpism in the United States but civic intelligence is needed everywhere.
John Powell from Hypergiant speaks at SDGC19 in Toronto.
Despite our best intentions, contemporary design practice increases inequity, erodes privacy, and decays happiness. Human centered design methods are assumed to be inherently self-correcting and technology and data to be neutral, but this has proven to be far from true. Let's interrogate design practice and explore more ethical methods.
Become a member!
https://www.service-design-network.org
Follow us on Twitter: https://twitter.com/sdnetwork
Or on LinkedIn: https://www.linkedin.com/company/2933277
Like us on Facebook: https://www.facebook.com/ServiceDesignNetwork/
Behind-the-scenes on Instagram: https://www.instagram.com/servicedesignnetwork/
Mass Over Mass Media By Steven Pinker
Mass Media And Technology Essay
Effect of Media and Mass Communication Essay
Mass Media Essay
The Mass Medi The Failure Of The Mass Media
Pros And Cons Of Mass Media
Mass Media Communication
Reflection Paper On Mass Communication
Mass Media Essay
Mass Media
Essay on Development of Mass Media
Mass Media Assignment
Mass Media Essay
The Importance Of Mass Media
What Is Mass Media? Essay
Essay On Mass Media
Mass Media Essay
The Power Of Mass Media
Mass Media Usage
Definition of Mass Media
Introduction - How to write an essay - LibGuides at University of .... How to write an Essay Introduction 5-Step Formula 2024. Learn How to Write an Essay Introduction with Examples. How To Write A Essay Introduction Paragraph - HOW TO WRITE A GOOD .... How To Write An Essay With Introduction Body And Conclusion. Introduction 101: How to Engage the Reader from the First Sentence. Introduction essay help! Universities Help. How to open an essay. How to Start an Essay with Pictures. 2022-10-30. College Essay Introduction How to Write a Strong Introduction - 8 .... Step by Step Guide to Writing an Essay - The Nation Roar. How to Write an Essay Introduction with Pictures - wikiHow. How to Write a Research Introduction with Sample Intros. Sample Thesis Introduction Paragraph - Thesis Title Ideas for College. 012 How To Write An Introduction Paragraph For Essay Example Thatsnotus. An Example O
Kim Solez tech&future of medicine for med students fall 2016 1Kim Solez ,
Dr. Kim Solez presents "Technology and the Future of Medicine for Medical Students" on Friday October 21st, 2016 at the University of Alberta in Edmonton, Alberta, Canada.
Step-by-Step Guide How to Write Narrative Essay (2023 Update). How to write a narrative essay?. Sample Narrative Essay. 011 Personal Narrative Essay Example High School Examples And Forms .... College Essay: Mla narrative essay format. Narrative Essay: Example essay papers. How to Write a Narrative Essay: Tips and 57 Interesting Topics. Narrative Essay Examples sample, Bookwormlab. How to Write a Narrative Essay (12 Best Examples). Buy an essay online: Personal story essay. School Essay: Narrative format sample. 003 Mla Format Narrative Essay Example Inspirationa Report Template For .... 004 Thesis Statement For Narrative Essay Example ~ Thatsnotus. 21+ Narrative Essay Examples College Background - Exam. What is a Narrative Essay — Examples, Format & Techniques. ️ Examples of narrative essay. Narrative Essay Writing Guide: Topics .... Top Narrative Essay Examples Mla Most Popular - scholarship. Writing a Narrative Essay: ( Outline form + Sample short essay ) - ESL .... Free sample personal narrative essay - Custom Paper Catalog. Narrative Essay - Narrative Essay. Free Narrative Essay Examples - Samples & Format - Example of a good .... Narrative Essay | PDF | Essays | Narrative. Phenomenal Literacy Narrative Essay Example ~ Thatsnotus. 006 Personal Narrative Essay Example High School Examp Examples Short .... 019 Narrative Essay Prompts Example Writing For Middle School Poemsrom ....
Breaking Down Communication Barriers in the Post-Enlightenment Worldmschannon
Scientists and companies generally do not know how to talk about "risk" to a concerned public. And organizations in general continue to act as if the world were rational, linear, and predictable, the legacy of the 18th century Enlightenment--the Age of Reason. New science has shattered those theories.
Essays For Students To Copy About Behavior - APPLEESSAY. ≫ High School Behavior of One of My Students Free Essay Sample on .... Behavior Essay for Students to Copy by A Little Middle School Magic. 006 Behavior Essay Help Me Write An On Cognitive ~ Thatsnotus. Behavior essays for students - Write My Academic Online. Detention/Behavior Essay by Rumbles Music Studio | TPT. Appropriate Classroom Behavior Essay Lovely Classroom Management .... Student Essay - 9+ Examples, Format, Pdf | Examples. Appropriate Classroom Behavior Essay Elegant Sample Student Classroom .... Behavior Consequence Essay- Classroom Management and Substitute | TpT. Behavior Essays by April Coleman | TPT. Behavior Essays by The Knit Wit Teacher | Teachers Pay Teachers. ⚡ Short e
The Plot and Idea of the Dark Knight Free Essay Example. Batman The Dark Knight Essay. The Dark Knight Review Essay | Film Noir | Batman. Movie Critique - The Dark Knight Essay Example. The Dark Knight Rises Feel Essay | Batman | Superheroes | Free 30-day .... The dark knight essay - GCSE Media Studies - Marked by Teachers.com. Dark Knight Film Review - GCSE English - Marked by Teachers.com. ᐅ Essays On The Dark Knight
Kim Solez Mainstreaming Transhumanism in the Universities and BeyondKim Solez ,
Dr. Kim Solez presents "Mainstreaming Transhumanism in the Universities and Beyond" at International Space Development Conference, May 17, 2014 in Los Angeles.
Cognitive Biases and Effects You Should Know AboutKevlin Henney
Presented at NDC 2011 in Oslo (8th June 2011)
Video available at http://www.everytalk.tv/talks/678-NDC-Cognitive-Biases-and-Effects-You-Should-Know-About
In software development, developers, architects and managers often like to think of themselves as rational and clear thinking, not prone to the chaotic and contradictory thinking they see at home, in politics or in the world of business. Although it is possible to get further from the truth than this, it is not likely.
Those involved in software development are just as human as people in other walks of life, and are just as subject to the cognitive biases and effects that skew, truncate and bypass clear thinking. The effects on rationality affect everything from testing to estimation, from programming to project delivery. It is easier to see and react to these effects in yourself and others when you know what some of them are.
What is civic intelligence? Why is it so important? Why is it threatened and what can we do about it. Some focus on Trumpism in the United States but civic intelligence is needed everywhere.
John Powell from Hypergiant speaks at SDGC19 in Toronto.
Despite our best intentions, contemporary design practice increases inequity, erodes privacy, and decays happiness. Human centered design methods are assumed to be inherently self-correcting and technology and data to be neutral, but this has proven to be far from true. Let's interrogate design practice and explore more ethical methods.
Become a member!
https://www.service-design-network.org
Follow us on Twitter: https://twitter.com/sdnetwork
Or on LinkedIn: https://www.linkedin.com/company/2933277
Like us on Facebook: https://www.facebook.com/ServiceDesignNetwork/
Behind-the-scenes on Instagram: https://www.instagram.com/servicedesignnetwork/
Mass Over Mass Media By Steven Pinker
Mass Media And Technology Essay
Effect of Media and Mass Communication Essay
Mass Media Essay
The Mass Medi The Failure Of The Mass Media
Pros And Cons Of Mass Media
Mass Media Communication
Reflection Paper On Mass Communication
Mass Media Essay
Mass Media
Essay on Development of Mass Media
Mass Media Assignment
Mass Media Essay
The Importance Of Mass Media
What Is Mass Media? Essay
Essay On Mass Media
Mass Media Essay
The Power Of Mass Media
Mass Media Usage
Definition of Mass Media
Introduction - How to write an essay - LibGuides at University of .... How to write an Essay Introduction 5-Step Formula 2024. Learn How to Write an Essay Introduction with Examples. How To Write A Essay Introduction Paragraph - HOW TO WRITE A GOOD .... How To Write An Essay With Introduction Body And Conclusion. Introduction 101: How to Engage the Reader from the First Sentence. Introduction essay help! Universities Help. How to open an essay. How to Start an Essay with Pictures. 2022-10-30. College Essay Introduction How to Write a Strong Introduction - 8 .... Step by Step Guide to Writing an Essay - The Nation Roar. How to Write an Essay Introduction with Pictures - wikiHow. How to Write a Research Introduction with Sample Intros. Sample Thesis Introduction Paragraph - Thesis Title Ideas for College. 012 How To Write An Introduction Paragraph For Essay Example Thatsnotus. An Example O
Kim Solez tech&future of medicine for med students fall 2016 1Kim Solez ,
Dr. Kim Solez presents "Technology and the Future of Medicine for Medical Students" on Friday October 21st, 2016 at the University of Alberta in Edmonton, Alberta, Canada.
Step-by-Step Guide How to Write Narrative Essay (2023 Update). How to write a narrative essay?. Sample Narrative Essay. 011 Personal Narrative Essay Example High School Examples And Forms .... College Essay: Mla narrative essay format. Narrative Essay: Example essay papers. How to Write a Narrative Essay: Tips and 57 Interesting Topics. Narrative Essay Examples sample, Bookwormlab. How to Write a Narrative Essay (12 Best Examples). Buy an essay online: Personal story essay. School Essay: Narrative format sample. 003 Mla Format Narrative Essay Example Inspirationa Report Template For .... 004 Thesis Statement For Narrative Essay Example ~ Thatsnotus. 21+ Narrative Essay Examples College Background - Exam. What is a Narrative Essay — Examples, Format & Techniques. ️ Examples of narrative essay. Narrative Essay Writing Guide: Topics .... Top Narrative Essay Examples Mla Most Popular - scholarship. Writing a Narrative Essay: ( Outline form + Sample short essay ) - ESL .... Free sample personal narrative essay - Custom Paper Catalog. Narrative Essay - Narrative Essay. Free Narrative Essay Examples - Samples & Format - Example of a good .... Narrative Essay | PDF | Essays | Narrative. Phenomenal Literacy Narrative Essay Example ~ Thatsnotus. 006 Personal Narrative Essay Example High School Examp Examples Short .... 019 Narrative Essay Prompts Example Writing For Middle School Poemsrom ....
Breaking Down Communication Barriers in the Post-Enlightenment Worldmschannon
Scientists and companies generally do not know how to talk about "risk" to a concerned public. And organizations in general continue to act as if the world were rational, linear, and predictable, the legacy of the 18th century Enlightenment--the Age of Reason. New science has shattered those theories.
Essays For Students To Copy About Behavior - APPLEESSAY. ≫ High School Behavior of One of My Students Free Essay Sample on .... Behavior Essay for Students to Copy by A Little Middle School Magic. 006 Behavior Essay Help Me Write An On Cognitive ~ Thatsnotus. Behavior essays for students - Write My Academic Online. Detention/Behavior Essay by Rumbles Music Studio | TPT. Appropriate Classroom Behavior Essay Lovely Classroom Management .... Student Essay - 9+ Examples, Format, Pdf | Examples. Appropriate Classroom Behavior Essay Elegant Sample Student Classroom .... Behavior Consequence Essay- Classroom Management and Substitute | TpT. Behavior Essays by April Coleman | TPT. Behavior Essays by The Knit Wit Teacher | Teachers Pay Teachers. ⚡ Short e
The Plot and Idea of the Dark Knight Free Essay Example. Batman The Dark Knight Essay. The Dark Knight Review Essay | Film Noir | Batman. Movie Critique - The Dark Knight Essay Example. The Dark Knight Rises Feel Essay | Batman | Superheroes | Free 30-day .... The dark knight essay - GCSE Media Studies - Marked by Teachers.com. Dark Knight Film Review - GCSE English - Marked by Teachers.com. ᐅ Essays On The Dark Knight
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
5. you can take data, you can make it mean anything.
And this is true, it's absolutely true, but the
challenge is that we have this opportunity to try to
make meaning out of it ourselves, because frankly,
data doesn't create meaning. We do.
7. The Health Media
Collaboratory respected the
limits of their data, but they
were able to conclude that
NO SMOKING
advertisements had the
effect of jolting people into a
thought process that may
have an impact on future
behavior. And what is
admirable the fact that it's
based on real human need!
8. it's not just big data that
causes challenges of interpretation
What we need to remember is that language
is created by people, and people are messy
complex and we use metaphors, slang,
jargons 24/7, in many languages, and then as
soon as we figure it out, we change it up.
9. The questions data need to answer
These ads that the CDC put on, television ads
that featured a woman with a hole in her
throat and that were very graphic and very
disturbing, did they actually have an
impact on whether people quit?
11. Users need to spend time on
things like the
humanities and sociology,
ethics, because they give us
context that is Important for
big data analysts, to be
critical thinkers.
12. We have a very rich history of taking any amount of data, no
matter how small, and screwing it up.
13.
14. So to unlock the power of data, we don't have to go blindly
into Orwell's vision of a totalitarian future, or Huxley's vision
of a trivial one, or some horrible cocktail of both. We have to
treat critical thinking with respect and as they say in the
superhero movies, let's use our powers for good.