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Data Quality Courses

Data quality courses can help you learn data validation techniques, data cleansing methods, and the importance of accuracy in data management. You can build skills in identifying data anomalies, implementing quality control processes, and ensuring compliance with data standards. Many courses introduce tools like SQL for data manipulation, Python for automation, and data visualization software to analyze and present clean data effectively.

Popular Data Quality Courses and Certifications


  • C

    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Evaluating Large-Scale Health Programs

    Skills you'll gain: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Institutional Review Board (IRB), Nutritional Assessment, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Data Analysis

    ★ 4.7 (164) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • B

    British Standards Institution

    Evaluating Machine Learning Classification Models

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Data Quality, Data Wrangling, Data Analysis, Model Training, Data Manipulation, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Foundations of Machine Learning with Azure

    Skills you'll gain: Data Preprocessing, Model Deployment, Feature Engineering, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Data Processing, Cloud Deployment, Machine Learning Software, Data Cleansing, Supervised Learning, Data Transformation, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Cloud Services, Data Quality

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Introduction to AI: Key Concepts and Applications

    Skills you'll gain: Model Evaluation, Decision Intelligence, AI Product Strategy, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Performance Measurement, AI literacy, Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Machine Learning Methods, AI Workflows, Model Deployment, Data Ethics, Machine Learning, Algorithms, Classification Algorithms, Data Validation

    ★ 4.8 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Analytics Engineering with dbt

    Skills you'll gain: Data Storytelling, SQL, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Dashboard Creation, Star Schema, Dashboard, Data Modeling, Data Quality, Business Analytics, Database Design, Data Mart, Business Intelligence, Analytics, YAML, Data Pipelines, Data Transformation, Performance Tuning, Analysis

    ★ 3.8 (6) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • B

    British Standards Institution

    AI Management Essentials: Integrating ISO 42001 & ISO 23894

    Skills you'll gain: Data Ethics, Artificial Intelligence, AI literacy, Data Governance, Risk Management Framework, Risk Management, Operational Risk, Compliance Management, Accountability Frameworks, Risk Analysis, Human Factors (Security), Risk Mitigation, Data Quality, Regulatory Compliance, Governance, Human Machine Interfaces, Trustworthiness, Technical Standard

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Generative Model Architectures, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Azure DevOps Pipelines, Data Processing, Large Language Modeling, Cloud Deployment, Machine Learning Software, Data Cleansing, Machine Learning Algorithms, Fine-tuning, Classification Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
1…161718…834

In summary, here are 10 of our most popular data quality courses

  • Vision & Audio AI Systems: Coursera
  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Evaluating Large-Scale Health Programs: Johns Hopkins University
  • Evaluating Machine Learning Classification Models: British Standards Institution
  • DataPrep for H2O Driverless AI: H2O.ai
  • Tokens to Deployment: NLP, Language Models, & Production API: Coursera
  • Foundations of Machine Learning with Azure: Packt
  • Introduction to AI: Key Concepts and Applications: Johns Hopkins University
  • Introduction to Analytics Engineering: Edureka
  • Analytics Engineering with dbt: Edureka

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