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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: Statistical Machine Learning
Status: Descriptive Statistics
BeginnerSpecialization

Top reviews across Data Analysis and Interpretation

Reviewed Aug 5, 2020
Course: Data Management and Visualization

It was pretty good course with good assignments available for practice and a good tutorial content. the only point lacking was quality of in-video short quizzes

Reviewed Oct 4, 2017
Course: Data Analysis Tools

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!

Reviewed Apr 13, 2021
Course: Regression Modeling in Practice

Great explanation of stat and useful coding examples.

Reviewed Oct 4, 2016
Course: Machine Learning for Data Analysis

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

Reviewed Jun 18, 2017
Course: Data Analysis and Interpretation Capstone

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

Reviewed Nov 4, 2017
Course: Data Management and Visualization

this course is use full those who have in data science and Big data.in this subject i learn data discretization and visulization methods.

Reviewed Nov 4, 2016
Course: Data Analysis Tools

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

Reviewed Dec 4, 2016
Course: Regression Modeling in Practice

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.

Reviewed Jan 5, 2018
Course: Machine Learning for Data Analysis

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

Reviewed Jun 27, 2021
Course: Data Analysis and Interpretation Capstone

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

Reviewed Aug 24, 2020
Course: Data Management and Visualization

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.

Reviewed Jun 8, 2020
Course: Data Analysis Tools

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