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  • Data Cleaning

Data Cleaning Courses

Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.

Popular Data Cleaning Courses and Certifications


  • P

    Packt

    PostgreSQL 17: High Availability & Advanced Administration

    Skills you'll gain: PostgreSQL, Data Maintenance, Performance Tuning, Database Architecture and Administration, Data Migration, Relational Databases, Data Management, Data Persistence, SQL, Data Integrity, Database Management, Disaster Recovery, Transaction Processing, System Monitoring

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    ★ 4.7 (26) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    John Wiley & Sons

    Leading AI Projects and Building the Right Culture

    Skills you'll gain: AI Enablement, AI Product Strategy, Data Strategy, Digital Transformation, Data Management, Technology Strategies, Strategic Leadership, Business Transformation, Cloud Services, Project Management, Data Governance, Culture Transformation, Business Leadership, Initiative and Leadership, Artificial Intelligence, Workforce Development, Project Estimation, People Development, Talent Management, Business

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Developing Machine Learning Solutions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Amazon Web Services, AI Workflows, Model Deployment, Machine Learning Methods, Machine Learning, Applied Machine Learning

    ★ 4.5 (119) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Communicate Insights Clearly

    Skills you'll gain: Data Storytelling, Data Presentation, Technical Communication, People Analytics, Presentations, Report Writing, Stakeholder Communications, Oral Expression, Strategic Communication, Anthropic Claude, Target Audience, Prompt Engineering Tools, Communication, ChatGPT, Business Communication, Concision, Verification And Validation, Analysis, Business Writing, Business Continuity Planning

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build your first Machine Learning Pipeline using Dataiku

    Skills you'll gain: Model Training, Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Machine Learning Software, Data Preprocessing, Data Analysis, Machine Learning, Predictive Analytics

    ★ 4.5 (61) · Beginner · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Power BI Developer

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Business Intelligence, Data Modeling, Data Storytelling, Extract, Transform, Load, Data Transformation, Data Visualization, Snowflake Schema, Business Analytics, Data Lakes, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Data Analysis, Data Governance, Python Programming, Generative AI, Artificial Intelligence, Data Security

    ★ 3.6 (7) · Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Present Financial Models: Storyboard to Success

    Skills you'll gain: Data Presentation, Data Visualization, Data Storytelling, Financial Modeling, Presentations, Data-Driven Decision-Making, Storytelling, Business Communication, Persuasive Communication

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Introduction to Microsoft Azure Cloud Services

    Skills you'll gain: Microsoft Azure, Cloud Services, Virtualization, Cloud Computing, Cloud Solutions, Virtual Machines, Cloud Platforms, Cloud Storage, Cloud Infrastructure, Virtual Private Networks (VPN), Public Cloud, Virtual Networking, Cloud Computing Architecture, Cloud Management, Data Storage, Database Management Systems, Scalability

    ★ 4.5 (2.8K) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analítica de Procesos: Optimización desde los Datos

    Skills you'll gain: Process Analysis, Process Improvement, Process Improvement and Optimization, Business Process, Process Optimization, Business Process Modeling, Process Management, Process Mapping, Data Transformation, Business Process Improvement, Business Workflow Analysis, Process Modeling, Performance Analysis, Process Flow Diagrams, Performance Measurement, Simulation and Simulation Software, Performance Metric, Automation

    ★ 4.7 (103) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Deep Learning Applications for Computer Vision

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Model Training, Model Optimization, Applied Machine Learning, Fine-tuning, Feature Engineering, Machine Learning, Model Evaluation, Classification Algorithms

    ★ 4.7 (88) · Intermediate · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    IAPP CIPP/US Privacy Professional Certification Prep

    Skills you'll gain: Personally Identifiable Information, Data Governance, Law, Regulation, and Compliance, Information Privacy, Data Management, General Data Protection Regulation (GDPR), Data Security, Labor Compliance, Legal Risk, Compliance Management, Regulation and Legal Compliance, Risk Management Framework, Risk Management, Data Ethics, Regulatory Compliance, Court Systems, Incident Response, Legal Strategy, Data Sharing, Cybersecurity

    Beginner · Specialization · 1 - 3 Months

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

  • PostgreSQL 17: High Availability & Advanced Administration: Packt
  • Machine Learning with PySpark: Customer Churn Analysis: Coursera
  • Leading AI Projects and Building the Right Culture: John Wiley & Sons
  • Developing Machine Learning Solutions: Amazon Web Services
  • Communicate Insights Clearly: Coursera
  • Build your first Machine Learning Pipeline using Dataiku : Coursera
  • Power BI Developer: Edureka
  • Present Financial Models: Storyboard to Success: Coursera
  • Introduction to Microsoft Azure Cloud Services: Microsoft
  • Analítica de Procesos: Optimización desde los Datos: Universidad de los Andes

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