Free U-M Access
Course
Arranging and Visualizing Data in R
Learn to organize, summarize, and visualize data in R using tools like RStudio, ggplot, and data transformation techniques.
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Availability
Cost
Duration
Language
Subject
Type
Showing 1–25 of 100 items
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4 weeks
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Free U-M Access Course3 weeksData Augmented Technology Assisted Medical Decision Making
Learn how to apply AI in healthcare diagnostics while understanding ethical, clinical, and technical considerations in medical decision-making.
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Free U-M Access Course4 weeksDesign Strategies for Maximizing Total Data Quality
Learn to ensure high data quality during collection and design processes to improve the integrity of research and analytics.
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Free U-M Access Course4 weeksExploratory Data Analysis for the Public Sector with ggplot
Use R and ggplot2 to explore public datasets and create insightful, equity-focused visualizations for planning and reporting.
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Free U-M Access Course4 weeksStatistics with Python Using NumPy, Pandas, and SciPy
Apply Python and scientific libraries like NumPy and SciPy to solve statistical problems and explore probability, distributions, and relationships in data.
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Free U-M Access Course4 weeksDecoding AI: A Deep Dive into AI Models and Predictions
Explore how AI models work, challenge media myths, and gain tools to think critically about AI in society.
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Free U-M Access Course7 weeksPython Data Structures
Use built-in Python data structures to perform increasingly complex data analysis and elevate your programming skills.
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Free U-M Access Course4 weeksPolitics and Ethics of Data Analytics in the Public Sector
Examine ethical challenges in public sector data use and conduct policy analysis with R using real-world case studies.
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Free U-M Access Course4 weeksApplied Unsupervised Learning in Python
Discover how to use unsupervised learning techniques to find patterns in data, including clustering, topic modeling, and dimensionality reduction.
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Free U-M Access Course4 weeksDatabase Design and Basic SQL in PostgreSQL
Create relational database models using PostgreSQL, practicing data modeling, SQL commands, and schema creation through hands-on exercises.
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Free U-M Access Course5 weeksUsing Databases with Python
Use SQL and Python to gather, store, and visualize data, including building web crawlers and working with databases.
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Free U-M Access Course7 weeksCapstone: Retrieving, Processing, and Visualizing Data with Python
Apply your Python skills in a final project to retrieve, process, and visualize data using real-world datasets.
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Free U-M Access Course1 weekGenerative AI: Fundamentals, Applications, and Challenges
Gain essential knowledge of generative AI applications, benefits, and risks, from societal impacts to legal and ethical concerns.
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Free U-M Access Course1 weekGenerative AI: Governance, Policy, and Emerging Regulation
Explore governance strategies and global regulatory frameworks to ensure generative AI is deployed ethically and transparently in organizations.
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Free U-M Access Course5 weeksIntroduction to Machine Learning in Sports Analytics
Apply machine learning techniques to real sports data to analyze, predict outcomes, and enhance performance analytics.
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Free U-M Access Course4 weeksHow to Describe Data
Build data literacy by learning how to interpret, describe, and critically evaluate everyday statistics and data presentations.
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Free U-M Access Course5 weeksAssisting Public Sector Decision Makers With Policy Analysis
Learn to apply data analysis tools and statistical methods to evaluate public policies and inform decisions using R.
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Free U-M Access Course1 weekGenerative AI Essentials: Overview and Impact
Explore generative AI essentials, ethical use, authorship, and regulation through expert insights on AI’s impact on society and work.
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Free U-M Access Course4 weeksUnderstanding and Visualizing Data with Python
Learn statistical fundamentals, including study design, data visualization, and inference, while using Python tools like Pandas and Matplotlib to analyze data.
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Free U-M Access Course4 weeksApplied Social Network Analysis in Python
Explore networks and connections using Python’s NetworkX library to measure centrality, evolution, and structure in social systems.
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Free U-M Access Course4 weeksThe Total Data Quality Framework
Learn how to assess and improve data quality before analysis using the Total Data Quality framework.
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Free U-M Access Course5 weeksFundamentals of Data Analytics in the Public Sector with R
Learn R programming and core data analytics skills by analyzing real public sector datasets using tidyverse and dplyr libraries.
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Free U-M Access Course4 weeksJSON and Natural Language Processing in PostgreSQL
Explore how PostgreSQL handles full-text search, JSON data, and inverted indexing for advanced natural language processing.
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Free U-M Access Course4 weeksApplied Machine Learning in Python
Apply machine learning techniques in Python to build, validate, and optimize predictive models using scikit-learn.
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Free U-M Access Course4 weeksInferential Statistical Analysis with Python
Build confidence in inferential statistics using Python to estimate population values and test hypotheses with real-world data.
