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Data Analysis and Interpretation

Learn SAS or Python programming, expand your knowledge of analytical methods and applications, and conduct original research to inform complex decisions. The Data Analysis and Interpretation Specialization takes you from data novice to data expert in just four project-based courses. You will apply basic data science tools, including data management and visualization, modeling, and machine learning using your choice of either SAS or Python, including pandas and Scikit-learn. Throughout the Specialization, you will analyze a research question of your choice and summarize your insights. In the Capstone Project, you will use real data to address an important issue in society, and report your findings in a professional-quality report. You will have the opportunity to work with our industry partners, DRIVENDATA and The Connection. Help DRIVENDATA solve some of the world's biggest social challenges by joining one of their competitions, or help The Connection better understand recidivism risk for people on parole in substance use treatment. Regular feedback from peers will provide you a chance to reshape your question. This Specialization is designed to help you whether you are considering a career in data, work in a context where supervisors are looking to you for data insights, or you just have some burning questions you want to explore. No prior experience is required. By the end you will have mastered statistical methods to conduct original research to inform complex decisions.

Status: Exploratory Data Analysis
Status: Decision Tree Learning
BeginnerSpecialization

Top reviews across Data Analysis and Interpretation

NZ

Reviewed Aug 24, 2020

Overall the course was great because it taught me a lot about the "analysis logic". From this course I know how analysis a data visually using python language.

GK

Reviewed Oct 4, 2017

Just love this whole specialisation! videos are great, lessons are great... it's just a great course! highly recommended to anyone looking to dive into the field of data analysis!

SY

Reviewed Apr 13, 2021

Great explanation of stat and useful coding examples.

BC

Reviewed Oct 4, 2016

Very good course. I recommend to anyone who's interested in data analysis and machine learning.

NO

Reviewed Jun 18, 2017

Data Analysis and Interpretation Specialization is one of best courses on Coursera.

RA

Reviewed Sep 17, 2018

This course was a great one, i had no know of python when i started, during the course i was a able to run my first python program. I really learnt a lot.

PC

Reviewed Nov 4, 2016

Found this course to be really nicely balanced... I learnt a lot and did not get bored doing so :-)

MY

Reviewed Dec 4, 2016

This is a great beginner level course for those have no programming experience. But I would suggest the content to be extended to 8 weeks instead of 4 weeks.

AP

Reviewed Jan 5, 2018

More Implementation oriented and less mathalso contains distracting background videos when explaining important concepts

VS

Reviewed Jun 27, 2021

Well thoughtful material and assignments that helps to understand and implement the learning from previous courses as well.

YW

Reviewed Jun 10, 2017

This course covers the basic data management and visualization using SAS and Python. I like the simplicity and straightforwardness of the contents. Will continue to explore this specialization.

AG

Reviewed Jun 8, 2020

Good Course, also plse explain the difference between moderator & confounding variable

Learner reviews across Data Analysis and Interpretation

Showing: 20 of 260

Adam
Course: Data Management and Visualization
2.0
Reviewed Apr 7, 2019Course: Data Management and Visualization
Rebekah
Course: Data Management and Visualization
1.0
Reviewed May 21, 2016Course: Data Management and Visualization
Yuan
Course: Data Management and Visualization
5.0
Reviewed Jun 11, 2017Course: Data Management and Visualization
Jennifer
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1.0
Reviewed Sep 21, 2017Course: Data Management and Visualization
Mukkesh
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5.0
Reviewed Jan 14, 2019Course: Data Management and Visualization
Elizabeth
Course: Data Management and Visualization
3.0
Reviewed Aug 6, 2018Course: Data Management and Visualization
Nicolas
Course: Data Management and Visualization
3.0
Reviewed Feb 7, 2016Course: Data Management and Visualization
Sarah
Course: Data Management and Visualization
3.0
Reviewed Nov 7, 2015Course: Data Management and Visualization
Elma
Course: Data Management and Visualization
3.0
Reviewed Dec 22, 2015Course: Data Management and Visualization
Mark
Course: Data Management and Visualization
3.0
Reviewed Jan 4, 2017Course: Data Management and Visualization
Tiffany
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3.0
Reviewed Apr 30, 2016Course: Data Management and Visualization
Rong
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3.0
Reviewed May 15, 2018Course: Data Management and Visualization
Jessica
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2.0
Reviewed Dec 27, 2015Course: Data Management and Visualization
John
Course: Data Management and Visualization
2.0
Reviewed Jul 13, 2020Course: Data Management and Visualization
Pradeep
Course: Data Management and Visualization
2.0
Reviewed Dec 8, 2016Course: Data Management and Visualization
Kasper
Course: Data Management and Visualization
2.0
Reviewed Nov 14, 2019Course: Data Management and Visualization
Tor
Course: Data Management and Visualization
2.0
Reviewed Jul 7, 2020Course: Data Management and Visualization
Josh
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1.0
Reviewed Dec 14, 2020Course: Data Management and Visualization
Adrian
Course: Data Management and Visualization
1.0
Reviewed Jun 19, 2022Course: Data Management and Visualization
Ivan
Course: Data Management and Visualization
1.0
Reviewed Jan 24, 2016Course: Data Management and Visualization