Top 85 Quotes About Data Science
#1. We are going to completely change what it means to do advanced analytics with our data solutions. We have machine-learning stuff that is about really bringing advanced analytics and statistical machine learning into data-science departments everywhere.
Satya Nadella
#2. In the next 10 years, data science and software will do more for medicine than all of the biological sciences together.
Vinod Khosla
#3. Algorithms are crude. Computers are machines. Data science is trying to make digital sense of an analog world.
Christian Rudder
#4. The purpose of models is not to fit the data but to sharpen the question.
Samuel Karlin
#5. In AR, a falling tree makes no sound unless there is a witness to behold the event. Otherwise, it is only a changing pattern in a complex data-stream.
Mark Cantrell
#6. The human side of analytics is the biggest challenge to implementing big data.
Paul Gibbons
#7. Mathematicians come to the solution of a problem by the simple arrangement of the data, and reducing the reasoning to such simple operations, to judgments so brief, that they never lose sight of the evidence that serves as their guide.
Antoine Lavoisier
#8. Data is the new science. Big Data holds the answers. Are you asking the right questions?
Patrick P. Gelsinger
#9. When science and the Bible differ, science has obviously misinterpreted its data.
Henry M. Morris
#10. While Einstein was still a patent clerk he had studied the work of the Austrian physicist Ernst Mach, for whom the goal of science was not to discern the nature of reality, but to describe experimental data, the 'facts', as economically as possible.
Manjit Kumar
#11. A scientist first has to presuppose any theory based on available relevant data. In terms of such presupposition, a scientist begins his journey of scientific exploration as a philosopher.
Abhijit Naskar
#12. I love science. I hate supposition, superstition, exaggeration and falsified data. Show me the research, show me the results, show me the conclusions - and then show me some qualified peer reviews of all that.
Claire Scovell LaZebnik
#14. The United States will continue its efforts to improve our understanding of climate change - to seek hard data, accurate models, and new ways to improve the science - and determine how best to meet these tremendous challenges.
George H. W. Bush
#15. Is this neuro-bot really supposed to be her, this creature, this thing, compiled of the ghosts of human data, the replicas of their past?
Bremer Acosta
#16. No one who has experienced the intense involvement of computer modeling would deny that the temptation exists to use any data input that will enable one to continue playing what is perhaps the ultimate game of solitaire.
James Lovelock
#17. This is hard to accept in the age of the Internet. It has been very hard for me to explain that the more data you get, the less you know what's going on, and the more iatrogenics you will cause. People are still under the illusion that "science" means more data.
Nassim Nicholas Taleb
#18. I tended to be skeptical of anything that couldn't be measured, written down, and independently verified across a series of double-blind tests. But this was hard data. Lola's heart beat fastest for me.
Max Barry
#19. Scientists like ripping problems apart, collecting as much data as possible and then assembling the parts back together to make a decision.
Shirley M. Tilghman
#20. Science has the answer to every question that can be asked. However, science reserves the right to change that answer should additional data become available.
Mary Roach
#21. I think actively promoting women in science is very important because the data has certainly shown that there has been an underrepresentation.
Carol W. Greider
#22. If truth can be found in any sublunary science, numbers will produce it, for to that at last almost all other sciences refer for confirmation.
Hester Lynch Piozzi
#23. Alternative explanations are always welcome in science, if they are better and explain more. Alternative explanations that explain nothing are not welcome ... Note how science changed those beliefs when new data became available. Religions stick to the same ancient beliefs regardless of the data.
Victor J. Stenger
#24. There's no data to suggest that I can make you love me whatever I do.
Karen Joy Fowler
#25. Caches of data are being recovered all the time. Why, just the other day, I heard that we now had complete texts for all three of Shakespire's plays!
Dan Abnett
#26. Scientists who think science consists of unprejudiced data-gathering without speculation are merely cows grazing on the pasture of knowledge.
Peter Medawar
#27. Blogging, writing conventional articles, and being science consultant and pocket protector ninja to various web portals and TV programs, quite often trying to promote the penicillin of hard data to people who had no interest in being cured of their ignorance.
Stephen L. Burns
#28. You can't understand depth of science, unless you challenge the published scientific data.
Amit Ray
#29. Ambiguity is not, today, a lack of data, but a deluge of data.
Paul Gibbons
#30. If we knew what is already there, there will be no need for research.
Lailah Gifty Akita
#31. I wrote an editorial piece in 'Science' about the nightly data release and how I thought it was bad for science as a field, I think a few years before Celera was formed.
Craig Venter
#32. Philosophers of science have repeatedly demonstrated that more than one theoretical construction can always be placed upon a given collection of data.
Thomas Kuhn
#33. I think philosophers can do things akin to theoretical scientists, in that, having read about empirical data, they too can think of what hypotheses and theories might account for that data. So there's a continuity between philosophy and science in that way.
Robert Nozick
#35. We know evolution happened because innumerable bits of data from myriad fields of science conjoin to paint a rich portrait of life's pilgrimage.
Michael Shermer
#36. Scientists ... resist ... making more of the data than the data make of themselves.
Natalie Angier
#38. Fudging the data in any way whatsoever is quite literally a sin against the holy ghost of science. I'm not religious, but I put it that way because I feel so strongly. It's the one thing you do not ever do. You've got to have standards.
James Lovelock
#39. ! want to leverage the creativity of researchers across mathematics, statistics, data mining, computer science, biology, medicine, and the public at large.
Tan Le
#40. when we do science or are confronted with data the most important question to ask about the results is always whether some bias is present that leads us preferentially to draw one conclusion rather than another from the evidence.
Anonymous
#41. When you analyze all the data, there is a warming trend according to science. But the jury is out on the degree of how much is manmade.
Rob Portman
#43. Although each of us obviously inhabits a separate physical body, the laboratory data from a hundred years of parapsychology research strongly indicate that there is no separation in consciousness.
Russell Targ
#44. In the hands of Science and indomitable energy, results the most gigantic and absorbing may be wrought out by skilful combinations of acknowledged data and the simplest means.
George Biddell Airy
#45. Good science is all about following the data as it shows up and letting yourself be proven wrong, and letting everything change while you're working on it - and I think writing is the same way.
Rebecca Skloot
#46. The twin enemies of mythology are logic and empirical data, the chief weapons of true science. If either weapon is neutralized, mythology is free to run wild.
R.C. Sproul
#47. The materialistic paradigm of Western science has been a major obstacle for any objective evaluation of the data describing the events occurring at the time of death.
Stanislav Grof
#49. Data-driven statistics has the danger of isolating statistics from the rest of the scientific and mathematical communities by not allowing valuable cross-pollination of ideas from other fields.
Lawrence Shepp
#50. Data really powers everything that we do.
Jeff Weiner
#51. The reason I spend so much of my time doing science is that the whole point of science is to help people resolve conflicting claims by saying: 'Show me the data.'
Dean Ornish
#52. The once-science-fiction notion of hyper-connectivity - where we are all constantly connected to social networks and other bubbling streams of digital data - has rapidly become a widespread reality.
Geoff Mulgan
#53. All science is based on models, and every scientific model comprises three distinct stages: statement of well-defined hypotheses; deduction of all the consequences of these hypotheses, and nothing but these consequences; confrontation of these consequences with observed data.
Maurice Allais
#55. Trimming consists of clipping off little bits here and there from those observations which differ most in excess from the mean, and in sticking them onto those which are too small; a species of 'equitable adjustment,' as a radical would term it, which cannot be admitted in science.
Charles Babbage
#56. Too few people in computer science are aware of some of the informational challenges in biology and their implications for the world. We can store an incredible amount of data very cheaply.
Sergey Brin
#57. Quality without science and research is absurd. You can't make inferences that something works when you have 60 percent missing data.
Peter Pronovost
#58. The inadequacy of unidimensional plotting along a continuum (in this case the diagonal of a symmetric matrix) inevitably would make "buffer" elements appear non-conformist when in fact they may be part of an interconnected pattern.
Jennifer K. McArthur
#59. The evidence never seemed to matter to those in power, who had already made up their minds and did what people typically do when their worldview is threatened by new data: they attacked the messenger.
Sol Luckman
#60. What distinguishes the language of science from language as we ordinarily understand the word? ... What science strives for is an utmost acuteness and clarity of concepts as regards their mutual relation and their correspondence to sensory data.
Albert Einstein
#61. Science is composed of laws which were originally based on a small, carefully selected set of observations, often not very accurately measured originally; but the laws have later been found to apply over much wider ranges of observations and much more accurately than the original data justified.
Richard Hamming
#62. The paradigm of physics - with its interplay of data, theory and prediction - is the most powerful in science.
Geoffrey West
#63. The errors which arise from the absence of facts are far more numerous and more durable than those which result from unsound reasoning respecting true data.
Charles Babbage
#64. Data scientist is just a sexed up word for statistician.
Nate Silver
#65. And many of the alarmists on global warming, they've got a problem cause the science doesn't back them up. And in particular, satellite data demonstrate for the last 17 years, there's been zero warming. None whatsoever.
Ted Cruz
#66. Data-intensive graph problems abound in the Life Science drug discovery and development process.
Leroy Hood
#67. In the spirit of science, there really is no such thing as a 'failed experiment.' Any test that yields valid data is a valid test.
Adam Savage
#69. One of the liberating effects of science fiction when I was a teenager was precisely its ability to tune me into all sorts of strange data and make me realize that I wasn't as totally isolated in perceiving the world as being monstrous and crazy
William Gibson
#70. A procession of the damned. By the damned, I mean the excluded. We shall have a procession of data that Science has excluded.
Charles Fort
#71. Use of analytics is accelerating, and that means more data-driven
decision making and fewer hunches. Evidence-based management
complements analytics by adding validated cause-and-effect relationships
between policies and effects.
Paul Gibbons
#72. Economics pretends to be a science. Its practitioners fill blackboards with equations and clog computers with data. But it is really a faith, or more accurately a set of overlapping and squabbling faiths, each with its own doctrines.
Alex Berenson
#73. On the question of whether a behavioral science can in principle be constructed, we shall take no sides. That some kinds of human behavior can be described and even predicted in terms of objectively verifiable and quantifiable data seems to us to have been established.
Anatol Rapoport
#75. The string is a stark data structure and everywhere it is passed there is much duplication of process. It is a perfect vehicle for hiding information.
Alan J. Perlis
#76. If you look at the science that describes what is happening on earth today and aren't pessimistic, you don't have the correct data. If you meet people in this unnamed movement and aren't optimistic, you haven't got a heart.
Paul Hawken
#77. The science has changed from ambiguous to near-unanimous ... Based on the data I'm now switching sides regarding global warming, from skeptic to convert.
Gregg Easterbrook
#78. Chemistry is necessarily an experimental science: its conclusions are drawn from data, and its principles supported by evidence from facts.
Michael Faraday
#79. We must learn to set our emotions aside and embrace what science tells us. GMOs and nuclear power are two of the most effective and most important green technologies we have. If - after looking at the data - you aren't in favour of using them responsibly, you aren't an environmentalist.
Ramez Naam
#80. In order to displace a prevailing theory or paradigm in science, it is not enough to merely point out what it cannot explain; you have to offer a new theory that explains more data, and do so in a testable way.
Michael Shermer
#81. We must be careful not to confuse data with the abstractions we use to analyse them.
William James
#82. From this point of view, the laws of science represent data compression in action.
James Gleick
#83. I hold that the propositions embodied in natural science are not derived by any definite rule from the data of experience, and that they can neither be verified nor falsified by experience according to any definite rule.
Michael Polanyi
#84. What's needed now are software technologies that interconnect computing systems, people and data to produce more rapid answers to the questions of science, and to help researchers use computation in the most effective manner.
Bob Muglia
#85. Science will ... produce the data ... , but never the
full meaning. For perceiving real significance, we
shall need ... most of all the brains of poets, [and]
also those of artists, musicians, philosophers,
historians, writers in general.
Lewis Thomas
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