Data Management Courses

Great Learning

Business Process Management

9 reviews

Discover, model, analyze, and optimize business processes to enhance efficiency and outcomes. Learn BPM lifecycle, methodologies, and tools for continuous improvement across various process types.

• YouTube
• 53 minutes
• On-Demand
• Free Video

MongoDB

Data Wrangling with MongoDB

9 reviews

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Data Collection and Processing with Python

3961 ratings at Coursera

Learn to fetch and process complex nested data from Internet services using Python, including list comprehensions, requests module, and REST APIs. Build a Flickr tag recommender.

• Coursera
• 20 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Data Collection: Online, Telephone and Face-to-face

336 ratings at Coursera

Explore survey data collection methods, their impact on data quality, and tradeoffs between error sources. Learn about classic and emerging modes, interviewing techniques, and alternative data sources.

• Coursera
• 21 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

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 a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

Foundations of Sports Analytics: Data, Representation, and Models in Sports

180 ratings at Coursera

Explore Python-based sports analytics techniques to analyze team and player performance across major leagues, focusing on regression analysis and data representation methods.

• Coursera
• 2 days 1 hour 24 minutes
• On-Demand
• 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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

Prediction Models with Sports Data

36 ratings at Coursera

Learn to forecast sports game outcomes using Python, focusing on logistic regression modeling with team expenditure data. Apply and evaluate models for EPL, NBA, and NHL, exploring betting odds and analytics.

• Coursera
• 1 day 9 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Healthcare Management

34 ratings at Coursera

Explore healthcare management, focusing on leadership, operations, quality improvement, and decision-making in complex organizations. Gain practical insights through case studies and theoretical knowledge.

• Coursera
• 9 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Fundamentals of Data Analytics in the Public Sector with R

32 ratings at Coursera

Learn foundational R programming for public sector data analysis, covering key concepts, tidyverse libraries, and custom functions to analyze population and survey data effectively.

• Coursera
• 14 hours 32 minutes
• On-Demand
• Free Online Course (Audit)