Beauty of data visualization
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David McCandless turns complex data sets into simple, beautiful diagrams that reveal unseen patterns and connections. Good design is the best way to navigate information overload and may change how we see the world. He suggests visualizing information so we can see important patterns and connections, designing it to tell a story or focus on what matters. Information visualization can be applied beyond data to ideas and concepts, with the goal of solving information problems.
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The beauty of data visualization
David McCandless creates simple visualizations of complex data sets that reveal unseen patterns. His diagrams beauty simplify information overload. Good design, the author suggests, helps navigate excess data and may change perspectives. Visualizing information through patterns and connections focuses on what matters. Data has become a valuable resource, and relative, connected figures providing fuller context can change mindsets and behaviors. Information design solves data problems through elegant solutions.
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The beauty of data visualization
David McCandless creates simple visualizations of complex data sets that reveal unseen patterns. His diagrams beauty simplify information overload. Good design, the author suggests, helps navigate excess data and may change perspectives. Visualizing information through patterns and connections focuses on what matters. Data has become a valuable resource, and relative, connected figures providing fuller context can change mindsets and behaviors. Information design solves data problems through elegant solutions.
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The document discusses a panel on data visualization. It introduces the panelists from various organizations and their roles. Common themes of visual storytelling, easier comprehension of data through visualization, and spotting trends are discussed. John Teresko is quoted about how data visualization can help turn data into useful information. Examples of data visualization projects from different industries are briefly described.
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My presentation slides form my talk at the Annual Conference of the Business Analysts Association of Ireland - 19th May, 2017.
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Understanding your audience and considering them in your design is essential for building great visualizations. This deck will walk you through the critical steps for identifying and understanding your audience, and developing a complex visualization storyboard to share your message.
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The beauty of data visualization the beauty of data visualization by david m...
David McCandless creates simple, beautiful diagrams from complex data sets that reveal unseen patterns. Data visualization uses visual elements like boxes scaled and colored-coded to spending amounts and categories to provide context and meaning to numbers. Pictures can speak louder than words by combining the strengths of visual and verbal languages in a way that alters understanding more easily than words alone. Good design through data visualization can help navigate information overload and change perspectives.
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David McCandless creates beautiful and simple data visualizations that provide insight into complex datasets relating to topics such as worldwide military spending, media buzz, and Facebook status updates. His visualizations help make sense of large amounts of information and can reveal unseen patterns and connections. Good design is an effective way to navigate information overload and can change perspectives on world issues. McCandless draws meaningful conclusions from complex data through visualization.
Beauty of data visualization
This presentation analyzes the TED-Ed Talk by David McCandless on "The beauty of Data Visualization."
TED Wiley Visualizing .docx
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Statistics: Visualizing Data
Introductory Essay from the Locks
The Reality Today
All of us now are being blasted by information design. It's being poured into our eyes
through the Web, and we're all visualizers now; we're all demanding a visual aspect to
our information… And if you're navigating a dense information jungle, coming across
a beautiful graphic or a lovely data visualization, it's a relief, it's like coming across a
clearing in the jungle. –David McCandless
In today’s complex ‘information jungle,’ David McCandless observes that “Data is the new soil.”
McCandless, a data journalist and information designer, celebrates data as a ubiquitous resource
providing a fertile and creative medium from which new ideas and understanding can grow.
McCandless’s inspiration, statistician Hans Rosling, builds on this idea in his own TEDTalk with his
compelling image of flowers growing out of data/soil. These ‘flowers’ represent the many insights that
can be gleaned from effective visualization of data.
We’re just learning how to till this soil and make sense of the mountains of data constantly being
generated. As Gary King, Director of Harvard’s Institute for Quantitative Social Science says in his New
York Times article “The Age of Big Data”:
“It’s a revolution. We’re really just getting under way. But the march of quantification,
made possible by enormous new sources of data, will sweep through academia,
business and government. There is no area that is going to be untouched.”
How do we deal with all this data without getting information overload? How do we use data
to gain real insight into the world? Finding ways to pull interesting information out of data can
be very rewarding, both personally and professionally. The managing editor of Financial Times
observed on CNN’s Your Money: “The people who are able to in a sophisticated and practical
way analyze that data are going to have terrific jobs." Those who learn how to present data in
effective ways will be valuable in every field.
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Many people, when they think of data, think of tables filled with numbers. But this long-held notion is
eroding. Today, we’re generating streams of data that are often too complex to be presented in a
simple “table.” In his TEDTalk, Blaise Aguera y Arcas explores images as data, while Deb Roy uses
audio, video, and the text messages in social media as data.
Some may also think that only a few specialized professionals can draw insights from data. When we
look at data in the right way, however, the results can be fun, insightful, even whimsical--and accessible
to everyone! Who knew, for example, that there are more relationship break-ups on Monday than on
any other day of the week, or that ...
David McCandless: The Beauty of Data Visualization
McCandless' repertoire of visualized data has ranged from politics and climate to pop music trends. But it’s not the actual graphics that present McCandless’ true brilliance. Rather, it’s his ability to discover new ways to combine data in a fresh and interesting way. In his TED Talk, he discusses his process of turning complex data into simple yet engaging graphics.
The Beauty Of Data visualisation
Data visualization is the graphical presentation of data that enables decision makers to easily understand complex concepts and identify patterns. It is an effective way to convey large amounts of information because the human brain processes visual representations better than text. Data is like soil that can bloom into flowers - meaning interesting patterns and insights are revealed when data is explored and visualized creatively. For businesses, data visualization can help uncover emerging trends to gain a competitive advantage and spot issues to address before they become problems. It is also an important tool for communicating insights to others in an engaging way. In conclusion, data visualization is a wise investment for making sense of big data.
The beauty of data visualisation
The document discusses the importance and beauty of data visualization. It states that the only way to understand data is visually and relatively, as this allows people to see patterns and relationships between numbers. Good data visualization makes data meaningful by helping people understand important patterns and connections. It suggests that visualizing data is a form of knowledge compression that squeezes large amounts of information and data into a small, understandable space. Overall, the document advocates for good design in data visualization as the best way to navigate large amounts of information and potentially change perspectives.
Social Networks in the Enterprise
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Stories are more effective than data alone at communicating information and persuading others. Stories add context and structure to data, making it more engaging, memorable and easy to understand. By connecting data to real-world scenarios and people's experiences, stories strengthen communication of data and make the information more persuasive. Marketers in particular can use data storytelling to increase their power of persuasion when securing budget by explaining how their ideas and campaigns will help achieve business goals.
Setting the Context for Transitioning From "Social Media" to "Mission Media"
This was the keynote presentation for Adobe's 10/13/2011 event, "Transitioning from 'Social Media' to 'Mission Media': Using Social Media for DoD Missions."
The slides, themselves, are sparse by design. However, ALL of the narrative is accessible in the NOTES field for each slide. This should enable you to literally give this presentation yourself.
Thanks for
The beauty of data visualization
Presentation on " ANALYSIS OF TED TALK BY DAVID McCANDLESS ON THE BEAUTY OF DATA VISUALIZATION" made as a task for the internship on "DATA ANALYTICS WITH MANAGERIAL APPLICATIONS" under Professor Sameer Mathur, IIM Lucknow. Submitted by TARANG JAIN,DTU
Identifying Your Audience
Understanding your audience and considering them in your design is essential for building great visualizations. This deck will walk you through the critical steps for identifying and understanding your audience, and developing a complex visualization storyboard to share your message.
Data Visualization Design Best Practices Workshop
This document provides guidance on effective data visualization. It emphasizes starting with the audience and their needs, identifying the key story or message in the data, and using simple, clear design principles. Charts should be designed in 5-8 seconds to engage the audience. The document recommends several resources for choosing effective chart types and improving visualization skills. Overall, it stresses the importance of visualization in empowering stakeholders to make informed decisions.
Design-driven vs. Data-driven
Thoughts on how to use design and data when developing customer experiences.
Slides from a 30-minute keynote given in Helsinki in March, 2016.
For more information, please read my blog post on how to use customer data to provide personalized omnichannel experiences: http://affecto.com/insights/blog/every-customer-deserves-vip-treatment/
August Designstorm: Alternative Reporting Formats
Monthly brainstorm and idea sharing session at JSI around data visualization. The August deck focuses on alternative reporting formats and questions to think through to reach various audiences, including tools like interactive timelines, interactive graphics and dashboards (Tableau & others), scrolling/parallax webpages, and key design principles.
Small Data for Big Change with Sarah Schulman
This document discusses how small data, by directly connecting with people and disaggregating experiences, can provide missing insights that traditional reports and aggregate data leave out. It notes that isolation is a growing problem, but statistics don't show who is isolated or why. Small data finds people left out of traditional research and explores both problems and solutions from the perspectives of lived experiences. The document advocates for using small data to get a more rounded understanding and to directly connect with people, not filtered views.
[Week3]데이터읽어주는남자
This document contains summaries and excerpts from the Harvard Business Review article "When Data Visualization Works — And When It Doesn’t" published on March 27, 2013. It discusses three reasons for visualizing data: confirmation, education, and exploration. It also addresses factors that influence the effectiveness of data visualization like data quality, context, and creator biases.
Beyond Data Visualization: What's next in communicating with data?
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A Pixar Twist on Presenting Data
A short workshop from MERL Tech 2016 on how we can think more purposefully about telling stories with our data and designing visualizations to bring those stories to life in global health and development.
The governments online future in the age of persuasive design
The document discusses 3 challenges facing government organizations in managing their online presence and goals: 1) having a jumble of data, tools, and pages that don't meet goals, 2) failing to provide good usability and accessibility, and 3) missing opportunities to influence decisions through persuasive design. It recommends listening to audiences, using data visualization to tell compelling stories, and applying persuasive design techniques to help audiences make better decisions.
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The document discusses strategies for social networking, including identifying key stakeholders, gaining internal and external insights, and engaging with unique value to deliver exceptional experiences. It highlights listening, learning, and engaging as key to influencing best practices. Trends in interoperability, visual insights, and enterprise social networking are also mentioned. The importance of building social networks to innovate, spark dialogue, support others, and learn is discussed.
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The beauty of data visualization the beauty of data visualization by david m...
David McCandless creates simple, beautiful diagrams from complex data sets that reveal unseen patterns. Data visualization uses visual elements like boxes scaled and colored-coded to spending amounts and categories to provide context and meaning to numbers. Pictures can speak louder than words by combining the strengths of visual and verbal languages in a way that alters understanding more easily than words alone. Good design through data visualization can help navigate information overload and change perspectives.
Analysis of "The beauty of data visualization" by David McCandless
David McCandless creates beautiful and simple data visualizations that provide insight into complex datasets relating to topics such as worldwide military spending, media buzz, and Facebook status updates. His visualizations help make sense of large amounts of information and can reveal unseen patterns and connections. Good design is an effective way to navigate information overload and can change perspectives on world issues. McCandless draws meaningful conclusions from complex data through visualization.
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This presentation analyzes the TED-Ed Talk by David McCandless on "The beauty of Data Visualization."
TED Wiley Visualizing .docx
T
E
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W
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y
V
is
ua
liz
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at
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1
Statistics: Visualizing Data
Introductory Essay from the Locks
The Reality Today
All of us now are being blasted by information design. It's being poured into our eyes
through the Web, and we're all visualizers now; we're all demanding a visual aspect to
our information… And if you're navigating a dense information jungle, coming across
a beautiful graphic or a lovely data visualization, it's a relief, it's like coming across a
clearing in the jungle. –David McCandless
In today’s complex ‘information jungle,’ David McCandless observes that “Data is the new soil.”
McCandless, a data journalist and information designer, celebrates data as a ubiquitous resource
providing a fertile and creative medium from which new ideas and understanding can grow.
McCandless’s inspiration, statistician Hans Rosling, builds on this idea in his own TEDTalk with his
compelling image of flowers growing out of data/soil. These ‘flowers’ represent the many insights that
can be gleaned from effective visualization of data.
We’re just learning how to till this soil and make sense of the mountains of data constantly being
generated. As Gary King, Director of Harvard’s Institute for Quantitative Social Science says in his New
York Times article “The Age of Big Data”:
“It’s a revolution. We’re really just getting under way. But the march of quantification,
made possible by enormous new sources of data, will sweep through academia,
business and government. There is no area that is going to be untouched.”
How do we deal with all this data without getting information overload? How do we use data
to gain real insight into the world? Finding ways to pull interesting information out of data can
be very rewarding, both personally and professionally. The managing editor of Financial Times
observed on CNN’s Your Money: “The people who are able to in a sophisticated and practical
way analyze that data are going to have terrific jobs." Those who learn how to present data in
effective ways will be valuable in every field.
T
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W
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V
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liz
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D
at
a
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ct
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2
Many people, when they think of data, think of tables filled with numbers. But this long-held notion is
eroding. Today, we’re generating streams of data that are often too complex to be presented in a
simple “table.” In his TEDTalk, Blaise Aguera y Arcas explores images as data, while Deb Roy uses
audio, video, and the text messages in social media as data.
Some may also think that only a few specialized professionals can draw insights from data. When we
look at data in the right way, however, the results can be fun, insightful, even whimsical--and accessible
to everyone! Who knew, for example, that there are more relationship break-ups on Monday than on
any other day of the week, or that ...
David McCandless: The Beauty of Data Visualization
McCandless' repertoire of visualized data has ranged from politics and climate to pop music trends. But it’s not the actual graphics that present McCandless’ true brilliance. Rather, it’s his ability to discover new ways to combine data in a fresh and interesting way. In his TED Talk, he discusses his process of turning complex data into simple yet engaging graphics.
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Data visualization is the graphical presentation of data that enables decision makers to easily understand complex concepts and identify patterns. It is an effective way to convey large amounts of information because the human brain processes visual representations better than text. Data is like soil that can bloom into flowers - meaning interesting patterns and insights are revealed when data is explored and visualized creatively. For businesses, data visualization can help uncover emerging trends to gain a competitive advantage and spot issues to address before they become problems. It is also an important tool for communicating insights to others in an engaging way. In conclusion, data visualization is a wise investment for making sense of big data.
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Social Networks in the Enterprise
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2. It outlines key steps for turning analytics into genuine insights such as understanding experiments and data generation processes, using domain knowledge, and developing a "know it and not just think it" culture.
3. The steps include understanding experiments and data generation processes, using domain knowledge from one's own business to explain results, and developing a culture where analytics are truly understood rather than just considered.
3 ways to spot a bad statistic
An assignment for an internship on Data Analytics with Managerial Applications under Professor Sameer Mathur, IIM Lucknow
A predictive analytics primer
An assignment for an internship on Data Analytics with Managerial Applications under Professor Sameer Mathur, IIM Lucknow
The best stats you've ever seen
An assignment for an internship on Data Analytics with Managerial Applications under Professor Sameer Mathur, IIM Lucknow
Data is worthless if you don't communicate it
An assignment for an internship on Data Analytics with Managerial Applications under Professor Sameer Mathur, IIM Lucknow
Are you data driven
The document discusses how data-driven companies are more profitable and outlines traits of data-driven organizations. It then provides a self-assessment for individuals and management teams to evaluate how data-driven they are. The two most relevant insights are:
1) Companies that use data to make decisions at all levels of the organization and bring diverse data into decision making are more successful.
2) To be truly data-driven, organizations must invest in high quality data and data sources to develop a deep understanding and make reasonable decisions despite uncertainty.
Make data more human
The document discusses the importance of including all parts of society, especially writers, poets and artists, in data analysis to provide human context. It also discusses how history is being stored on devices and data only gains meaning when put in a human context. Managers must understand the importance of considering the human element in the data they analyze to gain comprehensive insights. There is significant contribution that big data and computation can provide for social and emotional aspects, which are new avenues for business.
How to Start Thinking Like a Data Scientist" by Thomas C. Redman
This document outlines how managers can start thinking like data scientists through a simple exercise. It recommends asking a question, defining relevant data to answer it, collecting that data, creating visualizations and summary statistics, and developing insights. This helps managers understand the importance of data analysis for effective decision making and gaining competitive advantages. The insights are relevant for Indian managers as it encourages incorporating data-driven thinking in their daily work for better outcomes.
What do we do with all this big data?
Susan Etlinger explains that interpreting data based on whether it makes you feel comfortable or successful is likely incorrect. As we receive more data, we need stronger critical thinking skills to move beyond just counting things to truly understanding them. Interpreting data requires context about how it was created and limitations in metrics. Managers should focus on humanities and social sciences to provide needed context for better data-driven decisions.
Data Scientists : The Hottest job of the 21st century
Data scientists bring structure to large amounts of unstructured data by analyzing it. They help decision makers move from ad hoc analysis to engaging with big data in a systematic way. Data scientists want to build things with data rather than just provide advice, and are attracted to jobs that give them real-time insights into developing situations to advise executives on how data impacts products, processes, and decisions.
Analysis of Alan Smith TED talk
Alan Smith explores the mismatch between people's perception of their ability to understand statistics and the reality. While many think they have strong statistical skills, people are actually quite poor at intuitive statistics due to factors like individual experiences and media focusing on exceptions. This disconnect is important for managers to understand when making decisions based on consumer data and surveys in diverse markets like India.
Final project
The document describes a college management app called CollegeConnect. It is a 2-in-1 app that provides both project management and task organization for college students involved in various clubs and departments. The app aims to help students stay organized and track their work across multiple groups. It offers features like private/group chat, task manager, reminder settings, and media sharing. The company plans to launch free and premium versions of the app to attract customers and break even within 3 years. It sees the college student market as a potential opportunity given increasing mobile phone usage and the need for better task organization across groups.
Krispy natural
The document introduces the key players at Pemberton and provides context for analyzing test market results for Pemberton's new product, Krispy Natural. It conducted market tests in Columbus and 3 Southeast cities to understand consumer preferences and receptiveness. Based on reviewing the test results, Pemberton must determine the best marketing strategy to roll out Krispy Natural nationally and ensure competitive advantage over other salty snack brands. The document will examine Pemberton's marketing strategies, the test market rollout and analysis of results. It will also review how Pemberton entered the salty snacks market originally and reasons for a fall in sales.
Twitter
Twitter is a global social media platform that allows users to share short messages called tweets. It has had a significant societal impact, such as spreading information during emergencies and political events. Though it now has over 500 million users worldwide, Twitter faces challenges in continuing its global expansion, such as curbing abusive behavior and retaining users and executives.
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How to Start Thinking Like a Data Scientist" by Thomas C. Redman
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学校原件一模一样【微信：741003700 】《(英国UCA毕业证书)创意艺术大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
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如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
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留信网认证的作用:
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2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
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一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
毕业原版【微信:41543339】【(Coventry毕业证书)考文垂大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
毕业原版【微信:41543339】【(爱大毕业证书)爱丁堡大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
State of Artificial intelligence Report 2023
Artificial intelligence (AI) is a multidisciplinary field of science and engineering whose goal is to create intelligent machines.
We believe that AI will be a force multiplier on technological progress in our increasingly digital, data-driven world. This is because everything around us today, ranging from culture to consumer products, is a product of intelligence.
The State of AI Report is now in its sixth year. Consider this report as a compilation of the most interesting things we’ve seen with a goal of triggering an informed conversation about the state of AI and its implication for the future.
We consider the following key dimensions in our report:
Research: Technology breakthroughs and their capabilities.
Industry: Areas of commercial application for AI and its business impact.
Politics: Regulation of AI, its economic implications and the evolving geopolitics of AI.
Safety: Identifying and mitigating catastrophic risks that highly-capable future AI systems could pose to us.
Predictions: What we believe will happen in the next 12 months and a 2022 performance review to keep us honest.
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
毕业原版【微信:41543339】【(Glasgow毕业证书)格拉斯哥大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
Global Situational Awareness of A.I. and where its headed
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
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一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
毕业原版【微信:176555708】【(UCSF毕业证书)旧金山分校毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
毕业原版【微信:176555708】【(UMN毕业证书)明尼苏达大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
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Beauty of data visualization
- 2. THEME OF THE TALKTHEME OF THE TALK “David McCandless turns complex data sets (like worldwide military spending, media buzz, Facebook status updates) into beautiful, simple diagrams that tease out unseen patterns and connections. Good design, he suggests, is the best way to navigate information glut — and it may just change the way we see the world.”
- 3. List the two most (important/interesting/ informative) insights from this ARTICLE?
- 4. ALL OF US SEEM TO BE SUFFERING FROM INFORMATION OVERLOAD NOWADAYS!
- 5. AN EASY SOLUTION IS TO USE OUR EYES MORE
- 6. Quoting McCandless : So, visualizing information, so that we can see the patterns and connections that matter and then designing that information so it makes more sense, or it tells a story, or allows us to focus only on the information that's important.
- 8. THE SECOND IMPORTANT INSIGHT IS THAT VISUALIZATION GOES BEYOND DATA. One can apply information visualization to ideas and concepts. Information design is about solving information problems.
- 9. I
- 10. Why and How are these insights relevant to a manager in India?
- 11. Visualizing information can solve many complex problems in business and the world. Even when the information is terrible, the visual can be quite beautiful.
- 13. Since the data has a meaning beyond numbers, the managers can explore different views and maybe, if use visualization correctly, can understand their employees and their company better.
- 14. It must be mentioned, although trivial, that visual data is easier to explain, to interpret and leaves more impact on the audience.
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