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Opiniones y comentarios de aprendices correspondientes a Data Science in Real Life por parte de Universidad Johns Hopkins

4.4
estrellas
2,313 calificaciones
•
278 reseña

Acerca del Curso

Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization was performed for the treatment of interest. The analytic plan was outlined prior to analysis and followed exactly. The conclusions were clear and actionable decisions were obvious. Has that every happened to you? Of course not. Data analysis in real life is messy. How does one manage a team facing real data analyses? In this one-week course, we contrast the ideal with what happens in real life. By contrasting the ideal, you will learn key concepts that will help you manage real life analyses. This is a focused course designed to rapidly get you up to speed on doing data science in real life. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing your team and moving it forward. After completing this course you will know how to: 1, Describe the “perfect” data science experience 2. Identify strengths and weaknesses in experimental designs 3. Describe possible pitfalls when pulling / assembling data and learn solutions for managing data pulls. 4. Challenge statistical modeling assumptions and drive feedback to data analysts 5. Describe common pitfalls in communicating data analyses 6. Get a glimpse into a day in the life of a data analysis manager. The course will be taught at a conceptual level for active managers of data scientists and statisticians. Some key concepts being discussed include: 1. Experimental design, randomization, A/B testing 2. Causal inference, counterfactuals, 3. Strategies for managing data quality. 4. Bias and confounding 5. Contrasting machine learning versus classical statistical inference Course promo: https://www.youtube.com/watch?v=9BIYmw5wnBI Course cover image by Jonathan Gross. Creative Commons BY-ND https://flic.kr/p/q1vudb...
Aspectos destacados
Statistics review

(44 reseñas)

Principales reseñas

SM

19 de ago. de 2017

A very good and concise course that helps to understand the basics of the Data Science and its applications. The examples are very relevant and helps to understand the topic easily.

ES

11 de nov. de 2017

Highly educational course on the realities of data analysis. Many good tips for your own analyses as well as for managing others responsible for coherent and accurate analyses.

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101 - 125 de 280 revisiones para Data Science in Real Life

por Silvia T

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3 de may. de 2018

Another fantastic course in the series.

por Dr N B T

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20 de may. de 2020

Very interesting and informative class

por José B A F

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12 de feb. de 2018

I learned everything I hoped to learn

por Michael B

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27 de dic. de 2017

Great course with excellent examples.

por Ubirajara A T S

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23 de ene. de 2016

Very interesting course, I recommend!

por Leonardo J T G

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17 de abr. de 2018

very interesting, nice examples !!!!

por Mohammed I M

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23 de nov. de 2021

Excellent presentation by Brian. <3

por wonjai c

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24 de ago. de 2020

Very good for my project management

por Ashish P

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9 de jul. de 2020

Amazing and very practical course..

por Jocelyn D

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8 de sep. de 2018

Excellent course! Very interesting!

por Asif J

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27 de mar. de 2017

this course gave good foundation.

por LEE S B

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22 de mar. de 2017

Thanks for the awesome content!!!

por Priyanka F P

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14 de abr. de 2019

Excellent technical information!

por Ben T

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28 de dic. de 2016

Highly educative and recommended

por MAYETTE A S

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27 de sep. de 2020

Good explanations on the topics

por Georgios P

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6 de may. de 2019

Very good introductory topics!

por Humbert S

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1 de may. de 2017

Great course, great teachers!

por Anna C C

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7 de mar. de 2021

Very useful and interesting!

por Timothy D

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18 de sep. de 2020

Interesting and informitive/

por Maximilian L

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24 de may. de 2020

Very good & hands-on course!

por austin v v

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24 de abr. de 2018

Another great lesson series.

por 龚子轩

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28 de jun. de 2018

I really enjoy this class!

por Ratnapratim C

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16 de may. de 2020

I enjoyed it Great course

por GABRIEL U

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25 de may. de 2018

Great Learning experience

por Moira C T

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10 de jul. de 2017

The course is very useful

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