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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

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data-Driven Decision-Making, Feature Engineering, Predictive Analytics, Anomaly Detection, Model Training, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Level Up: Java-Powered Machine Learning

    Skills you'll gain: Model Evaluation, Data Preprocessing, JUnit, Model Training, Build Tools, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

  • A

    Amazon Web Services

    Migrating to the AWS Cloud

    Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Data Import/Export, Cloud Computing, Cloud Services, Cloud Applications, Cloud Computing Architecture, Infrastructure Architecture, Cloud Deployment, Managed Services

    ★ 4.5 (256) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Agent Development Fundamentals

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Agentic systems, Generative AI, Prompt Engineering, Prompt Patterns, LLM Application, Systems Architecture, Tool Calling, Natural Language Processing, Context Management, Memory Management, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

  • L

    Lund University

    Artificial Intelligence: Ethics & Societal Challenges

    Skills you'll gain: Responsible AI, Artificial Intelligence, AI literacy, Social Impact, Algorithms, Ethical Standards And Conduct, Information Privacy, Governance, Robotics

    ★ 4.7 (358) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Managerial Accounting: Tools for Facilitating and Guiding Business Decisions

    Skills you'll gain: Management Accounting, Performance Measurement, Variance Analysis, Budgeting, Accounting, Capital Budgeting, Financial Accounting, Performance Management, Financial Data, Performance Metric, Operating Budget, Cost Management, Organizational Strategy, Key Performance Indicators (KPIs), Financial Analysis, Organizational Structure, Decision Making

    ★ 4.7 (647) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI in Law: Research, Risk, and Legal Drafting

    Skills you'll gain: Legal Technology, Legal Strategy, Legal Risk, Responsible AI, Data Ethics, Arbitration, Legal Research, Compliance Management, Law, Regulation, and Compliance, Document Management, Regulation and Legal Compliance, AI literacy, Generative AI, Generative AI Agents, Litigation Support, Client Services, Compliance Training, Regulatory Compliance, Artificial Intelligence, Risk Management

    ★ 4.3 (88) · Beginner · Specialization · 3 - 6 Months

  • P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Computer Systems, Algorithms, Computer Programming, Computational Logic, Java Programming, Computer Hardware, Scalability

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

  • C

    Coursera

    Dashboards in Qlik Sense: Decision-Support Dashboards

    Skills you'll gain: Interactive Data Visualization, Data Visualization, Exploratory Data Analysis, Dashboard, Dashboard Creation, Data Visualization Software, Data Presentation, Data Integration, Heat Maps, Datamaps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Spatial Analysis, Geospatial Information and Technology, Data Mapping

    Beginner · Guided Project · Less Than 2 Hours

  • N

    Northeastern University

    Analytics in Healthcare Management and Administration

    Skills you'll gain: Performance Improvement, Process Analysis, Business Process Improvement, Health Care Administration, Process Mapping, Health Administration, Health Systems, Business Analytics, Clinical Trials, Systems Thinking, Quality Improvement, Change Management, Care Management, Analytics, Patient-centered Care, Care Coordination, Clinical Research, Data Analysis, Strategic Thinking, Leadership

    ★ 4.7 (40) · Mixed · Course · 1 - 4 Weeks

  • D

    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API)

    ★ 2.5 (6) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    NLP Modelos y Algoritmos

    Skills you'll gain: Natural Language Processing, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning Methods, Tensorflow, Applied Machine Learning, Deep Learning, Model Training, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Algorithms, Network Architecture

    ★ 3.7 (10) · Beginner · Course · 1 - 4 Weeks

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

  • Time Series Forecasting with Facebook Prophet in Python: Packt
  • Level Up: Java-Powered Machine Learning: Coursera
  • Migrating to the AWS Cloud: Amazon Web Services
  • AI Agent Development Fundamentals: Coursera
  • Artificial Intelligence: Ethics & Societal Challenges: Lund University
  • Managerial Accounting: Tools for Facilitating and Guiding Business Decisions: University of Illinois Urbana-Champaign
  • AI in Law: Research, Risk, and Legal Drafting: Coursera
  • Computer Science: Algorithms, Theory, and Machines: Princeton University
  • Dashboards in Qlik Sense: Decision-Support Dashboards: Coursera
  • Analytics in Healthcare Management and Administration: Northeastern University

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