Data Analysis in Social Science'Assessing Your Knowledge

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Data Analysis in Social Science'Assessing Your Knowledge
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Overview

Duration	4 weeks
Start from	Start Now
Mode of learning	Online
Difficulty level	Advanced
Official Website	Go to Website
Credential	Certificate

Data Analysis in Social Science'Assessing Your Knowledge
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Highlights

Length: 4 Weeks
Effort: 10-14 hours per week
Price: FREE Add a Verified Certificate for $300 USD
Institution MITx

Data Analysis in Social Science'Assessing Your Knowledge
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Course details

Skills you will learn

Regression R Software Testing Data Science Statistics Data visualization Data analysis

More about this course

*Enrollment for this course will open on July 20, 2020 *
To learn more about this MicroMasters program, please visithttps://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 September 3, 2020 - September 14, 2020, but enrollment is open until August 17, 2020.
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/.

Data Analysis in Social Science'Assessing Your Knowledge
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Curriculum

Syllabus

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Data Analysis in Social Science'Assessing Your Knowledge
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Faculty details

esther duflo

Designation : Abdul Latif Jameel Professor of Poverty Alleviation and Development Economics in the Department of Economics, winner of the 2019 Nobel Prize in Economic Sciences University : MIT

sara fisher ellison

Designation : Senior Lecturer, Economics University : MIT

Data Analysis in Social Science'Assessing Your Knowledge
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Entry Requirements

Eligibility criteria Up Arrow Icon

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.

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