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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


  • C

    Coursera

    Using probability distributions for real world problems in R

    Skills you'll gain: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, R (Software), Statistical Programming, Statistical Methods, Probability & Statistics, Statistics, Data Visualization, Statistical Analysis, Plot (Graphics), Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability

    ★ 4.8 (37) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, Amazon Web Services, Model Deployment, Image Analysis, Applied Machine Learning, Model Training, Machine Learning Algorithms, Data Preprocessing, Computer Vision, Deep Learning, Machine Learning

    ★ 4.5 (95) · Advanced · Guided Project · Less Than 2 Hours

  • M

    Meta

    Meta React

    Skills you'll gain: Jest (JavaScript Testing Framework), React.js, Event-Driven Programming, UI Components, Web Development Tools, Code Reusability, Front-End Web Development, JavaScript Frameworks, Application Programming Interface (API), Web Applications, Unit Testing, Application Development, Software Design Patterns, Javascript, Development Environment, Context Management, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Dataflow

    ★ 4.7 (3.7K) · Intermediate · Specialization · 1 - 3 Months

  • A

    Amazon Web Services

    Exploring Artificial Intelligence Use Cases and Applications

    Skills you'll gain: Generative AI, Business Metrics, Generative Model Architectures, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, AI literacy, Model Evaluation, LLM Application, Artificial Intelligence, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, Business Solutions

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

  • C

    Coursera

    Interpretable Machine Learning Applications: Part 4

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Model Training, Data Processing, Analysis, Machine Learning, Classification Algorithms, Machine Learning Methods, Random Forest Algorithm, Statistical Visualization, Software Visualization

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

  • D

    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Program Development, Problem Solving, Solution Design, Computational Logic

    ★ 4.7 (7K) · Beginner · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Microsoft Excel & Copilot: From Basics to AI

    Skills you'll gain: Prompt Engineering, Data Ethics, Data Storytelling, Microsoft Excel, Microsoft Copilot, Data Visualization, Data Analysis, Interactive Data Visualization, Data Presentation, Excel Formulas, AI Orchestration, AI Workflows, Workflow Management, Microsoft Office, Artificial Intelligence, Predictive Analytics, Data Manipulation, Data Management, Business, Generative AI

    ★ 4.6 (26) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Excel Essentials

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Cleansing, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Management, Workflow Management, File Management

    ★ 4.8 (18) · Beginner · Course · 1 - 3 Months

  • M

    Madecraft

    Generative AI Approaches to Business Challenges

    Skills you'll gain: Prompt Engineering, AI Personalization, Generative AI, Prompt Engineering Tools, Responsible AI, Data Ethics, Large Language Modeling, Business Process Automation, AI Security, Business Workflow Analysis, Personalized Service, Business Process, Personalized Campaigns, Automation, Customer experience improvement, Unstructured Data, Business Intelligence, Data Analysis, Digital Transformation, Content Strategy

    Beginner · Course · 1 - 4 Weeks

  • I

    IE Business School

    Market Research and Consumer Behavior

    Skills you'll gain: Survey Creation, Surveys, Market Research, Business Research, Consumer Behaviour, Marketing Strategies, Strategic Marketing, Marketing, Marketing Management, Research Design, Marketing Planning, Data Analysis, Marketing Psychology, Research Reports, Market Analysis, Research Methodologies, Experimentation, Customer Analysis, Business Marketing, Business

    ★ 4.4 (4.9K) · Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Foundations of Secure Coding and Core Practices

    Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Open Web Application Security Project (OWASP), Cybersecurity, DevSecOps, Cryptographic Protocols, Security Controls, Computer Security, Cryptography, Data Access, Database Application, Encryption, Data Security, Information Assurance, Data Validation, Authorization (Computing), Data Integrity, Computer Programming, Identity and Access Management

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Fundamentals of Gen AI Retrieval Dynamics

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Generative AI, AI literacy, LLM Application, Large Language Modeling, AI Enablement, AI Integrations, AI Workflows, Performance Tuning, Data Architecture, Data Integrity, Data Collection, Document Control, Data Infrastructure, Document Management, Data Preprocessing, Data Transformation, Data Structures, Data Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Using probability distributions for real world problems in R: Coursera
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Meta React: Meta
  • Exploring Artificial Intelligence Use Cases and Applications: Amazon Web Services
  • Interpretable Machine Learning Applications: Part 4: Coursera
  • Programming Fundamentals: Duke University
  • Microsoft Excel & Copilot: From Basics to AI: SkillsBooster Academy
  • Excel Essentials: Packt
  • Generative AI Approaches to Business Challenges: Madecraft
  • Market Research and Consumer Behavior: IE Business School

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