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.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة
- الطبع بواسطة Wesleyan University
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Offered by
عن
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.Auto Summary
Unlock the power of data with the Data Analysis and Interpretation Specialization, designed to transform beginners into data experts through a series of four immersive, project-based courses. This program, offered by Coursera, dives deep into the IT and Computer Science domain, focusing on essential skills in SAS or Python programming, including tools like pandas and Scikit-learn. Guided by expert instructors, you'll master analytical methods, from data management and visualization to advanced modeling and machine learning. Choose a research question that intrigues you and apply your newfound skills to generate meaningful insights. The highlight is a Capstone Project where you'll tackle real-world issues with actual data, producing a professional-grade report. Collaborate with industry partners like DRIVENDATA and The Connection, engaging in competitions or analyzing recidivism risks for parolees in substance use treatment. Peer feedback enriches your learning experience, helping refine your research questions and methodologies. Perfect for aspiring data professionals, those in roles requiring data-driven decision-making, or anyone with a passion for exploring data, this Specialization requires no previous experience. By the end, you'll be equipped with the statistical expertise to conduct impactful research and make informed decisions. Join the Data Analysis and Interpretation Specialization with Coursera's Starter subscription and embark on your journey to becoming a data expert today.
Lisa Dierker
Jen Rose