社会科学中的数据分析-评估你的知识

Data Analysis in Social Science—Assessing Your Knowledge

Learn the methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest, and then assess that knowledge— Course 2 of 4 in the MITx MicroMasters program in Statistics and Data Science.

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麻省理工学院
edX
  • 完成时间大约为 13
  • 高级
  • 英语
注:因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

Intuition behind probability and statistical analysis

How to summarize and describe data

A basic understanding of various methods of evaluating social programs

How to present results in a compelling and truthful way

Skills and tools for using R for data analysis

课程概况

To learn more about this MicroMasters program, please visit https://micromasters.mit.edu/ds/.

This course consists of an assessment that tests your knowledge on the course content from 14.310x – Data Analysis for Social Scientists, a statistics and data analysis course that will introduce you to the essential notions of probability and statistics. It will cover techniques in modern data analysis: estimation, regression and econometrics, prediction, experimental design, randomized control trials (and A/B testing), machine learning, and data visualization. It will illustrate these concepts with applications drawn from real world examples and frontier research. Finally, it will provide instruction for how to use the statistical package R and opportunities for students to perform self-directed empirical analyses.

This assessment course should only be taken by learners who have completed and passed 14.310x – Data Analysis for Social Scientists and intend to pursue the MicroMasters credential in Statistics and Data Science.  To get credit in this MicroMasters program:

Enroll in both this assessment course and the content course 14.310x – Data Analysis for Social Scientists (Note: There is no additional fee to enroll in the content course),
Complete the content course 14.310x with a passing grade,
Come back to this course and take the exam to earn your verified certificate that will count toward the MicroMasters credential in Statistics and Data Science.
The timed exam will open between November 26, 2019 – December 9, 2019, but enrollment is open until November 12.

This assessment course, along with the content course 14.310x – Data Analysis for Social Scientists,  is part of the MITx MicroMasters Program in Statistics and Data Science. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master’s at other universities. To learn more about this program, please visit https://micromasters.mit.edu/ds/.

预备知识

IMPORTANT: You must first complete 14.310x - Data Analysis for Social Scientists with a passing grade in order to take this assessment. Please see the FAQ's below for more detail.

常见问题

Can I get credit towards the MicroMasters program in Statistics and Data Science by completing this exam only? No. You will need to enroll in BOTH the content course 14.310x AND this exam and pass BOTH to earn course credit towards the MicroMasters credential you pursue. Can I take this exam as an Audit learner? No, this exam is designed for learners pursuing the MicroMasters credential in statistics and data science, and so is available only once you verify. Where is the course material for this exam? The content for by this exam is at 14.310x. Enroll for the exam here, complete and pass 14.310x, then come back to take the exam. Do I need to pass the content course 14.310x Data Analysis for Social scientists in order to take the exam? Yes, you will need to pass the content course 14.310x to be allowed to take this exam.  This is so that once you pass this exam, you will receive credit towards the MicroMasters credential. What if I enroll for this exam but did not pass the content course 14.310x? Unfortunately, then you will not be allowed to take this exam and will have to re-enroll for a future exam. When can I take the exam? Provided you have passed 14.310x, you can take the exam any time between November 26, 2019 - December 9, 2019.  I have completed and passed the content course 14.310x in a previous course run, can I enroll in this exam now? Yes, pass this exam now and you will still receive credit towards the MicroMasters program in Statistics and Data Science. Can this exam be counted towards the MicroMasters credential in Data, Economics, and Development Policy (DEDP)? No, to earn a certificate that counts towards the MicroMasters credential in DEDP, you have to sit an in-person proctored exam. Please visit the DEDP website to learn more about how to register for the exam.

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