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Data Quality courses 80

Learn Data Quality online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 80 courses

Coursera

Validate Multimodal Data: Ensure Quality

Did you know that 90% of multimodal AI system failures can be traced back to data quality issues that could have been prevented with proper validation techniques? This Short Course was created to help machine learning and AI professionals accomplish systematic multimodal data validation that ensure…

  • Coursera
  • 97 minutes
  • Self-paced
  • Paid certificate

Coursera

Transform Healthcare Data: Cleanse and Evaluate

Healthcare data holds the key to improving patient outcomes, but only when it's clean, accurate, and properly analyzed. Poor data quality affects 86% of healthcare practitioners and contributes to preventable medical errors that cost hospitals millions annually. This Short Course was created to hel…

  • Coursera
  • 154 minutes
  • Self-paced
  • Paid certificate

Coursera

Ensure Data Integrity: Build Quality Pipelines

Data pipeline failures cost organizations millions in lost revenue and broken decisions. This course empowers data management professionals with practical skills to build bulletproof data quality systems using industry-standard frameworks and automated testing approaches. This Short Course was crea…

  • Coursera
  • 99 minutes
  • Self-paced
  • Paid certificate

Coursera

Validate, Test, and Traverse Your SQL Data

Did you know that poor data quality costs organizations an average of $15 million annually? This Short Course was created to help data engineers and analysts accomplish bulletproof data validation and hierarchical data navigation. By completing this course, you'll be able to implement comprehensive…

  • Coursera
  • 115 minutes
  • Self-paced
  • Paid certificate

Coursera

Transform JSON & Fix Time Data

Master the critical data transformation skills that turn messy, real-world data into analysis-ready formats. This course tackles two of the most common yet challenging data quality issues facing analysts today: extracting structured data from complex JSON and fixing timezone inconsistencies that co…

  • Coursera
  • 110 minutes
  • Self-paced
  • Paid certificate

Coursera

Data Quality Validation and Debugging

Build practical data quality and debugging skills that help you investigate issues, clean datasets, and validate reporting outputs with confidence. In this course, you’ll develop hands-on experience used in roles such as data analyst, reporting analyst, business analyst, operations analyst, and dat…

  • Coursera
  • 14 hours of study
  • Self-paced
  • Paid certificate

Coursera

Data Quality Monitoring and Prevention

Build practical data quality and monitoring skills that help you assess source systems, prepare data for ingestion, and diagnose quality issues across pipelines. In this course, you’ll develop hands-on experience used in roles such as data analyst, analytics engineer, data engineer, business intell…

  • Coursera
  • 5 hours of study
  • Self-paced
  • Paid certificate

Coursera

Improve Data Quality and Automate Errors

Master the critical skills for ensuring data reliability and building self-healing data systems. This course transforms your approach to data quality from reactive firefighting to proactive engineering driven reliability. This Short Course was created to help data management and engineering profess…

  • Coursera
  • 169 minutes
  • Self-paced
  • Paid certificate

Coursera

Automate, Analyze, and Validate Data Quality

Data quality failures cost organizations millions in bad decisions and lost trust. This advanced course transforms you into a data quality architect who can prevent these failures before they happen. This Short Course was created to help data engineers and analysts accomplish bulletproof data valid…

  • Coursera
  • 175 minutes
  • Self-paced
  • Paid certificate

Edureka

Delta Lake and Medallion Architecture for AI and ML

This course expands your data engineering skills by focusing on Delta Lake and Medallion Architecture for building dependable, scalable, and analytics-ready data platforms. You will learn how modern pipelines maintain data quality, support version control, and prepare trusted datasets for AI/ML wor…

  • Coursera
  • 3 weeks of study, 2 - 3 hours/week
  • Self-paced
  • Paid certificate

Coursera

Market Research Data Analysis and Governance with R

You will develop reproducible analytics practices using R, paired with governance controls that make research outputs auditable and reliable for stakeholders. The course begins with file management and naming conventions, metadata tagging, and data-quality KPI monitoring to ensure high data integri…

  • Coursera
  • 22 hours 20 minutes
  • Self-paced
  • Paid certificate

Coursera

Data Quality Auditing and Profiling

Build practical data quality skills that help you assess datasets, surface risks, and verify that data is accurate, complete, and usable. In this course, you’ll develop hands-on experience used in roles such as data analyst, operations analyst, reporting analyst, data quality analyst, and business…

  • Coursera
  • 9 hours of study
  • Self-paced
  • Paid certificate

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