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.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION1 ay
What you'll learn
Peer Review
SAS (Software)
Exploratory Data Analysis
Statistical Analysis
Data Management
Descriptive Statistics
Data Literacy
Data Manipulation
Statistical Programming
Statistics
Data Presentation
Data Visualization Software
Course Content
5 topics
Kurs 1Data Management and Visualization
Kurs 2Data Analysis Tools
Kurs 3Regression Modeling in Practice
Kurs 4Machine Learning for Data Analysis
Kurs 5Data Analysis and Interpretation Capstone
Details
ProviderWesleyan University
TypeCourse
CategoryData Science & AI
LevelBeginner
Duration1 ay
LanguageEnglish
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