Data Management Courses

Data Mining in Python

11 ratings at Coursera

Discover how to extract valuable insights from large datasets using Python, covering itemsets, vectors, matrices, and sequences with real-world applications.

• Coursera
• 2 days 5 hours 51 minutes
• Self-Paced
• Paid Course

Identifying Community Needs for Public Library Management

10 ratings at edX

Learn how to conduct research, surveys, and interviews as well as how to analyze data to better assess the local needs and wants of a public library community.

• edX
• 4 weeks, 4-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Public Library Management

Comprehensive program for aspiring public library managers, covering essential skills in community needs assessment, diversity, personnel management, finance, infrastructure, strategic planning, fundraising, and marketing.

• edX
• 32 weeks, 2-3 hours/week
• Self-Paced
• $472.00
• 8 courses

Logistic Regression and Prediction for Health Data

Analyze binary outcomes, compare proportions, fit logistic regressions, make predictions, and assess model quality using R. Gain practical skills for health data analysis through lectures and guided coding.

• Coursera
• 11 hours 18 minutes
• Self-Paced
• Paid Course

Measuring Total Data Quality

Explore metrics for evaluating Total Data Quality at various stages, create quality concept maps, and apply metrics to real data. Learn to assess trade-offs and identify relevant tools for quality evaluation.

• Coursera
• 9 hours 1 minute
• Self-Paced
• Paid Course

Design Strategies for Maximizing Total Data Quality

Explore strategies to maximize data quality across collection, processing, and analysis stages. Learn to assess and improve validity, origin, access, and source quality while minimizing data missingness.

• Coursera
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Information Extraction from Free Text Data in Health

Learn advanced machine learning and NLP techniques to extract information from unstructured healthcare documents. Develop skills in medical entity recognition, clinical data extraction, and deep learning for health information analysis.

• Coursera
• 1 day 4 minutes
• Self-Paced
• Paid Course

Credential

Survey Data Collection and Analytics

Comprehensive exploration of survey methodologies, covering questionnaire design, data collection, sampling, missing data handling, and complex data analysis for various research domains.

• Coursera
• 35 weeks, 3 hours a week
• Self-Paced
• Paid Course
• 7 courses

Data Augmented Technology Assisted Medical Decision Making

Learn to leverage AI for enhanced medical diagnostics, interpret ML models, critically evaluate AI studies, and navigate ethical considerations in AI-assisted healthcare decision-making.

• Coursera
• 11 hours 41 minutes
• Self-Paced
• Paid Course

Data Structures for Designers Using Python

Explore data structures and object-oriented programming in Python for design applications. Learn to use Processing for visual content creation and vector math for efficient data management in creative projects.

• Coursera
• 1 day 2 hours 51 minutes
• Self-Paced
• Paid Course

Answering Interesting Questions with Data

Learn to scrape, manage, and visualize data from the internet using Python, SQL, and various tools. Develop skills to answer complex questions through effective data analysis and representation.

• Coursera
• 1 day 5 hours 32 minutes
• Self-Paced
• Paid Course

Human Capital: Teams, Unions, and Change Management

Gain insights into managing diverse teams, navigating union relationships, and implementing effective change strategies while fostering inclusive workplace dynamics and high-quality connections.

• Coursera
• 9 hours 38 minutes
• Self-Paced
• Paid Course

Infrastructure Management for Public Libraries

Learn how library managers and directors make key operational decisions regarding maintenance, insurance, technology, and more.

• edX
• 4 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Arranging and Visualizing Data in R

Explore R for data manipulation and visualization, covering environment setup, data wrangling with tidyverse, creating publication-ready plots, and establishing efficient project workflows.

• Coursera
• 18 hours 48 minutes
• Self-Paced
• Paid Course

Linear Regression Modeling for Health Data

Explore statistical modeling for health data, covering t-tests, linear regression, and multiple predictors. Gain practical skills through lectures, guided coding, and exercises.

• Coursera
• 13 hours 3 minutes
• Self-Paced
• Paid Course