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Understanding Data: Navigating Statistics, Science, and AI
Coursera
Specialization
Unknown

Understanding Data: Navigating Statistics, Science, and AI

University of Michigan

Develop data literacy skills to critically engage with statistics, science, and AI, improving decision-making in a data-driven world.

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About this Course

Understanding Data: Navigating Statistics, Data, and AI equips you with the knowledge to engage with data from a more nuanced perspective and increase your impact as a decision-maker in an increasingly data-driven world. Throughout this three-course series, develop essential data literacy skills to navigate claims about data, statistics, science, and artificial intelligence – with no math or programming required. Learn to evaluate statistics used in places like headlines, advertisements, and research to increase your critical thinking skills and deepen your understanding of how scientific research can be misunderstood and misinterpreted. By exploring the recent rise in artificial intelligence (AI), you’ll also learn to engage critically with current narratives regarding data and AI. At the end of this three-course series, you’ll be able to engage with data from a more critical perspective, integrate data and statistics into papers, reports, or stories, and actively support your perspectives with quality data and information

What You'll Learn

  • Assess the credibility and limitations of claims involving statistics and scientific research
  • Understand fundamentals of machine learning and engage confidently in AI discussions
  • Interpret and evaluate data statements to make informed decisions

Prerequisites

  • No deep prior experience required; basic computer and internet skills helpful
  • Ability to read course instructions in English and complete short practice activities

Instructors

E

Elle O'Brien

Lecturer IV & Research Investigator

Topics

Probability and Statistics
Data Science
Machine Learning
AI Enablement
Artificial Intelligence
Data Analysis
Data-Driven Decision-Making
Data Ethics
Data Literacy
Data Presentation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الاحتمالات والإحصاء
علوم البيانات
التعلم الآلي
تمكين الذكاء الاصطناعي
الذكاء الاصطناعي
تحليل البيانات
اتخاذ القرار القائم على البيانات
أخلاقيات البيانات
Data Literacy
Data Presentation

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