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People Behind the PhDs 04: Dr. Ting Qian: FindingFive.com 3-3 Dr. Ting Qian (pronounced Ting Chen) is "small town boy" from the city of Qidong, Jiangsu China with over 1,000,000 inhabitants. With numerous large cities in China, Chinese often define their towns and cities by how large the city center is. A large city center equates to a city and a small city center equates to a small town. Dr. Qian studies patterns in data at Princeton University.

Listen to the episode in 3 parts

People behind the PhDs 03: Ting Qian - Preview

Ting Qian

Dr. Ting Qian, Princeton University   Growing up Ting was interested in both English and computers. After he made the decision to study in the United States and was accepted by the University of Rochester, he kept working to find ways to combine language and computers. At first, he studied cognitive science with a strong focus on machine translation which despite the straightforwardness of the concept is very complex. Words and the combinations of words have pragmatic implicatures  which means that language very difficult to translate. Eventually he became interested in how people order things, such as seasons. As a data scientist, Ting likes to discover hidden patterns in data and solve data inference problems. He doesn't allow himself to be drawn into frequentist statistics versus Bayesian model* debates (though he admits its existentially fascinating). Both frequentist statistics and Bayesian statistics apply probabilities to statistical problems.

Dr. Ting Qian, Princeton University Dr. Ting Qian Bio For Academic Years 2018-2020, I am teaching PhD-level regression and machine learning courses in the Department of Psychology at Princeton University. My academic webpage: https://psych.princeton.edu/person/ting-qian I am a method-oriented "Data Scientist"​ who focuses on designing the optimal statistical / machine learning models in order to discover hidden patterns in data. I am NOT a software engineer by trade. I am not interested in positions where the primary responsibility is to create software that implements or uses off-the-shelf machine learning algorithms. I am interested in positions where I, together with coworkers, solve difficult data inference problems. My specialty is in conducting probabilistic inferences on generative models using Bayesian methods. Specifically, I am specialized in clustering and segmenting seemingly unstructured data.

Dr. Ting Qian wordcloud   I also develop statistics software for Bayesian inference utilizing GPU in my free time. Progress is slow, but I'd like to focus on this a bit more. I believe GPU-based Bayesian inference will change how we process streaming data. I was formally trained as a computational cognitive scientist (my PhD is in Brain and Cognitive Sciences). My research tries to uncover how humans and animals understand "the order of things"​. For example, how come we understand the concept of "seasons"​? What does it mean for Spring, Summer, Fall, and Winter to rotate in such an order? Is the perception of orderly weather patterns the reason why we understand the concept "seasons"​? I still find these questions fascinating. https://www.linkedin.com/in/ting-qian-3b907630/ https://psych.princeton.edu/person/ting-qian Music by Kate SC  

About Dr. Z Podcasts

The mission of Dr. Z Podcasts is to find, record, and share stories about humans engaged in one of the 6As* of life. *6As = athletics, adventure, academics, art, advocacy, human algorithm. The 6As is the name of the book I am writing and the foundation for Dr. Z Podcasts. Dr. Z Podcasts Newsletter Signup! About Dr. Z Thanks for visiting my site. My name is Zachary Brooks, the "Z" behind "Dr. Z." Enjoy the content and please send me questions and comments. *I earned a doctorate in Second Language Acquisition with concentrations in cognitive science and management from the University of Arizona.

Dr. Z Zachary S Brooks

Other Dr. Z Programs

  Bilingual Decision Making In the Bilingual Decision Making podcasts, Dr. Z returns to his dissertation topic to explore and share research on how one’s language and culture affect decision making. People Behind the PhDs Science is driven by people which is why in People Behind the PhDs, Dr. Z interviews the people who have PhDs, their journey to earning PhDs, and their scientific and social research. Win or Learn Not accomplishing goals is a big part of life which creates opportunities for learning. In Win or Learn, we interview the people given an opportunity to learn after not achieving a goal. About-ish. Since I’m doing a podcast, I might as well make an “about” section with a Podcast.I call it “About-ish” which is about me, more or less. Human Algorithm Humans have it within them to change their own lives and lives of millions of others. Doubt it? Think of every advance in human history and you will realize the power of human algorithms. Daily Decision In The Daily Decision, Dr. Z delivers you a one-minute podcast on one decision making topic because you want to make better decisions. Leaders on the Line In Leaders on the Line, we explore technical problems and adaptive challenges various leaders face in business and politics. Every show has a theme such as “success,” “team,” or “strategy” in which Dr. Z and a guest do a deep dive into case studies to uncover gold.

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People Behind the PhDs 04: Dr. Ting Qian: "Small Town" Boy 1-3 Dr. Ting Qian (pronounced Ting Chen) is "small town boy" from the city of Qidong, Jiangsu China with over 1,000,000 inhabitants. With numerous large cities in China, Chinese often define their towns and cities by how large the city center is. A large city center equates to a city and a small city center equates to a small town. Dr. Qian studies patterns in data at Princeton University.

Listen to the episode in 3 parts

People behind the PhDs 03: Ting Qian - Preview

Ting Qian

Dr. Ting Qian, Princeton University   Growing up Ting was interested in both English and computers. After he made the decision to study in the United States and was accepted by the University of Rochester, he kept working to find ways to combine language and computers. At first, he studied cognitive science with a strong focus on machine translation which despite the straightforwardness of the concept is very complex. Words and the combinations of words have pragmatic implicatures  which means that language very difficult to translate. Eventually he became interested in how people order things, such as seasons. As a data scientist, Ting likes to discover hidden patterns in data and solve data inference problems. He doesn't allow himself to be drawn into frequentist statistics versus Bayesian model* debates (though he admits its existentially fascinating). Both frequentist statistics and Bayesian statistics apply probabilities to statistical problems.

Dr. Ting Qian, Princeton University Dr. Ting Qian Bio For Academic Years 2018-2020, I am teaching PhD-level regression and machine learning courses in the Department of Psychology at Princeton University. My academic webpage: https://psych.princeton.edu/person/ting-qian I am a method-oriented "Data Scientist"​ who focuses on designing the optimal statistical / machine learning models in order to discover hidden patterns in data. I am NOT a software engineer by trade. I am not interested in positions where the primary responsibility is to create software that implements or uses off-the-shelf machine learning algorithms. I am interested in positions where I, together with coworkers, solve difficult data inference problems. My specialty is in conducting probabilistic inferences on generative models using Bayesian methods. Specifically, I am specialized in clustering and segmenting seemingly unstructured data.

Dr. Ting Qian wordcloud   I also develop statistics software for Bayesian inference utilizing GPU in my free time. Progress is slow, but I'd like to focus on this a bit more. I believe GPU-based Bayesian inference will change how we process streaming data. I was formally trained as a computational cognitive scientist (my PhD is in Brain and Cognitive Sciences). My research tries to uncover how humans and animals understand "the order of things"​. For example, how come we understand the concept of "seasons"​? What does it mean for Spring, Summer, Fall, and Winter to rotate in such an order? Is the perception of orderly weather patterns the reason why we understand the concept "seasons"​? I still find these questions fascinating. https://www.linkedin.com/in/ting-qian-3b907630/ https://psych.princeton.edu/person/ting-qian Music by Kate SC  

About Dr. Z Podcasts

The mission of Dr. Z Podcasts is to find, record, and share stories about humans engaged in one of the 6As* of life. *6As = athletics, adventure, academics, art, advocacy, human algorithm. The 6As is the name of the book I am writing and the foundation for Dr. Z Podcasts. Dr. Z Podcasts Newsletter Signup! About Dr. Z Thanks for visiting my site. My name is Zachary Brooks, the "Z" behind "Dr. Z." Enjoy the content and please send me questions and comments. *I earned a doctorate in Second Language Acquisition with concentrations in cognitive science and management from the University of Arizona.

Dr. Z Zachary S Brooks

Other Dr. Z Programs

  Bilingual Decision Making In the Bilingual Decision Making podcasts, Dr. Z returns to his dissertation topic to explore and share research on how one’s language and culture affect decision making. People Behind the PhDs Science is driven by people which is why in People Behind the PhDs, Dr. Z interviews the people who have PhDs, their journey to earning PhDs, and their scientific and social research. Win or Learn Not accomplishing goals is a big part of life which creates opportunities for learning. In Win or Learn, we interview the people given an opportunity to learn after not achieving a goal. About-ish. Since I’m doing a podcast, I might as well make an “about” section with a Podcast.I call it “About-ish” which is about me, more or less. Human Algorithm Humans have it within them to change their own lives and lives of millions of others. Doubt it? Think of every advance in human history and you will realize the power of human algorithms. Daily Decision In The Daily Decision, Dr. Z delivers you a one-minute podcast on one decision making topic because you want to make better decisions. Leaders on the Line In Leaders on the Line, we explore technical problems and adaptive challenges various leaders face in business and politics. Every show has a theme such as “success,” “team,” or “strategy” in which Dr. Z and a guest do a deep dive into case studies to uncover gold.

Next Episode

Leaders on the Line 02: Randi Dorman, Bidding to become Tucson's first female mayor in 2019 2-3 Randi Dorman is running to become the first mayor of Tucson, Arizona in Tucson's 148-year history. Prior to running for office, Randi has had numerous roles as a downtown advocate, urban infill real estate developer, strategic branding professional, real estate sales, art philanthropist, singer, Mom to Skype, and gymnast.  She has served as the Chairwoman of Downtown Tucson Partnership, President, Board of Directors at Museum of Contemporary Art in Tucson, Group Director at Interbrand which was the largest branding firm in the world, and a Flinn-Brown Civic Leadership Fellow.

Randi Dorman Mayoral Candidate Tucson, Arizona in 2019   “It’s time for us to not just fix the roads but make sure they lead somewhere,” Randi Dorman told a cheering crowd on Tuesday evening. “In 2018 there were 300 chronically homeless in the City of Tucson, by the city’s count. There were 450 housing vouchers that went unused in 2018,” Dorman said. “We have to connect the people who are combating poverty with the great programs that already exist here as well as creating new ones to support the people really suffering in our community.” In Leaders on the Line, I interview people who are crazy and amazing enough to say “I want to lead.” Talk to any person who wants to lead and you’ll begin to uncover the deep passion and motivation people have for leading other people, accomplishing projects, and educing ideas. Whether you like them or loathe them, leaders are critical for the success of anything that involves groups of humans on the ball we call Earth or someday Mars. Think of the mediator-moderator model. What’s that, you ask? Well we have independent variables, dependent variables, and the things that stand between them or the things that make them possible. Mediator and Moderator Variables

Mediator - Moderator Model, Baron, R. M., & Kenny, D. A. (1986).   For example,  let’s say the dependent variable are grades for an academic class, the independent variable is the number of hours someone studies. What one thing can help or hurt someone’s ability to get good grades? Sleep. Sleep mediates study and grades. And what affects sleep? Caffeine, roommates, too much work, too much Snap Chatting, Instagram, or late night TV or Netflix Leaders are like mediators and moderators. They can help us get good grades or we can fail miserably because of them. Their ability affects or harms a group’s ability to accomplish goals About Dr. Z Podcasts The mission of Dr. Z Podcasts is to find, record, and share stories about humans engaged in one of the 6As* of life. *6As = athletics, adventure, academics, art, advocacy, human algorithm. The 6As is the name of the book I am writing and the foundation for Dr. Z Podcasts. Dr. Z Podcasts Newsletter Signup! About Dr. Z Thanks for visiting my site. My name is Zachary Brooks, the "Z" behind "Dr. Z." Enjoy the content and please send me questions and comments. *I earned a doctorate in Second Language Acquisition with concentrations in cognitive science and management from the University of Arizona. Check out podcasts on: Bilingual Decision Making In the Bilingual Decision Making podcasts, Dr. Z returns to his dissertation topic to explore and share research on how one’s language and culture affect decision making. People Behind the PhDs Science is driven by people which is why in People Behind the PhDs, Dr. Z interviews the people who have PhDs, their journey to earning PhDs, and their scientific and social research. Win or Learn Not accomplishing goals is a big part of life which creates opportunities for learning. In Win or Learn, we interview the people given an opportunity to learn after not achieving a goal. About-ish. Since I’m doing a podcast, I might as well make an “about” section with a Podcast.I call it “About-ish” which is about me, more or less. Human Algorithm Humans have it within them to change their own lives and lives of millions of others. Doubt it? Think of every advance in human history and you will realize the power of human algorithms. Daily Decision In The Daily Decision, Dr. Z delivers you a one-minute podcast on one decision making topic because you want to make better decisions. Leaders on the Line In Leaders on the Line, we explore technical problems and adaptive challenges various leaders face in business and politics. Every show has a theme such as “success,” “team,” or “strategy” in which Dr. Z and a guest do a deep dive into case studies to uncover gold.

Leaders on the Line 02: Randi Dorman, Tucson Mayoral Candidate 2019 1-3 Randi Dorman is running to become the first mayor of Tucson, Arizona in Tucson's 148-year history. Prior to running for office, Randi has had numerous roles as a downtown advocate, urban infill real estate developer, strategic branding professional, real estate sales, art philanthropist, singer, Mom to Skype, and gymnast.  She has served as the Chairwoman of Downtown Tucson Partnership, President, Board of Directors at Museum of Contemporary Art in Tucson, Group Director at Interbrand which was the largest branding firm in the world, and a Flinn-Brown Civic Leadership Fellow.

Randi Dorman Mayoral Candidate Tucson, Arizona in 2019   “It’s time for us to not just fix the roads but make sure they lead somewhere,” Randi Dorman told a cheering crowd on Tuesday evening. “In 2018 there were 300 chronically homeless in the City of Tucson, by the city’s count. There were 450 housing vouchers that went unused in 2018,” Dorman said. “We have to connect the people who are combating poverty with the great programs that already exist here as well as creating new ones to support the people really suffering in our community.” In Leaders on the Line, I interview people who are crazy and amazing enough to say “I want to lead.” Talk to any person who wants to lead and you’ll begin to uncover the deep passion and motivation people have for leading other people, accomplishing projects, and educing ideas. Whether you like them or loathe them, leaders are critical for the success of anything that involves groups of humans on the ball we call Earth or someday Mars. Think of the mediator-moderator model. What’s that, you ask? Well we have independent variables, dependent variables, and the things that stand between them or the things that make them possible. Mediator and Moderator Variables

Mediator - Moderator Model, Baron, R. M., & Kenny, D. A. (1986).   For example,  let’s say the dependent variable are grades for an academic class, the independent variable is the number of hours someone studies. What one thing can help or hurt someone’s ability to get good grades? Sleep. Sleep mediates study and grades. And what affects sleep? Caffeine, roommates, too much work, too much Snap Chatting, Instagram, or late night TV or Netflix Leaders are like mediators and moderators. They can help us get good grades or we can fail miserably because of them. Their ability affects or harms a group’s ability to accomplish goals About Dr. Z Podcasts The mission of Dr. Z Podcasts is to find, record, and share stories about humans engaged in one of the 6As* of life. *6As = athletics, adventure, academics, art, advocacy, human algorithm. The 6As is the name of the book I am writing and the foundation for Dr. Z Podcasts. Dr. Z Podcasts Newsletter Signup! About Dr. Z Thanks for visiting my site. My name is Zachary Brooks, the "Z" behind "Dr. Z." Enjoy the content and please send me questions and comments. *I earned a doctorate in Second Language Acquisition with concentrations in cognitive science and management from the University of Arizona. Check out podcasts on: Bilingual Decision Making In the Bilingual Decision Making podcasts, Dr. Z returns to his dissertation topic to explore and share research on how one’s language and culture affect decision making. People Behind the PhDs Science is driven by people which is why in People Behind the PhDs, Dr. Z interviews the people who have PhDs, their journey to earning PhDs, and their scientific and social research. Win or Learn Not accomplishing goals is a big part of life which creates opportunities for learning. In Win or Learn, we interview the people given an opportunity to learn after not achieving a goal. About-ish. Since I’m doing a podcast, I might as well make an “about” section with a Podcast.I call it “About-ish” which is about me, more or less. Human Algorithm Humans have it within them to change their own lives and lives of millions of others. Doubt it? Think of every advance in human history and you will realize the power of human algorithms. Daily Decision In The Daily Decision, Dr. Z delivers you a one-minute podcast on one decision making topic because you want to make better decisions. Leaders on the Line In Leaders on the Line, we explore technical problems and adaptive challenges various leaders face in business and politics. Every show has a theme such as “success,” “team,” or “strategy” in which Dr. Z and a guest do a deep dive into case studies to uncover gold.