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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


  • Status: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing with Real-World Projects

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Pivot Tables And Charts, Model Optimization, Machine Learning Methods, Linear Algebra, Deep Learning, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Virtual Teacher

    Skills you'll gain: Peer Review, Instructional Design, Instructional and Curriculum Design, Education Software and Technology, Drive Engagement, Parent Communication, Instructional Strategies, Student Engagement, Learning Management Systems, Student Support and Services, Course Development, Collaborative Software, Pedagogy, Blended Learning, Digital pedagogy, Teaching, AI Personalization, Data Management, Collaboration, Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Random Models, Nested and Split-plot Designs

    Skills you'll gain: Statistical Analysis, Regression Analysis, Sampling (Statistics), Statistical Modeling, Statistical Methods, Data Transformation, Statistical Hypothesis Testing, Probability Distribution, Logistic Regression

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Introduction to AI and Machine Learning on Google Cloud

    Skills you'll gain: Generative AI, Generative AI Agents, Google Gemini, Google Cloud Platform, Generative Model Architectures, MLOps (Machine Learning Operations), Prompt Engineering, Tensorflow, AI Workflows, Cloud Infrastructure, Applied Machine Learning, Artificial Intelligence, Data Infrastructure, Multimodal Prompts, Model Deployment, Model Training, Machine Learning, Model Evaluation, Supervised Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    328 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    CPA Pathways Graduate Certificate

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Copywriting for Digital Marketing & SEO

    Skills you'll gain: Copywriting, Target Audience, Blogs, Web Content, Search Engine Optimization, Content Creation, Content Optimization, Digital Publishing, Content Marketing, Target Market, WordPress, Digital Content, Content Development and Management, Customer Analysis, Content Management Systems, Digital Marketing, Web Analytics and SEO, Writing, Persuasive Communication, Driving engagement

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Financial Analysis & Decision Making

    Skills you'll gain: Capital Budgeting, Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Enterprise Risk Management (ERM), Corporate Finance, Risk Analysis, Financial Management, Business Risk Management, Business Ethics, Internal Controls, Cash Management, Cost Benefit Analysis, Portfolio Management, Risk Modeling, Risk Management, Profit and Loss (P&L) Management, Decision Making, Business

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Learn Digital Marketing & Affiliate Strategies

    Skills you'll gain: Blogs, Content Performance Analysis, LinkedIn, Marketing Analytics, Professional Networking, Marketing Effectiveness, Digital Marketing, Marketing Channel, Web Analytics, Digital Marketing Campaigns, Digital Marketing Tools, Content Marketing, Marketing Strategies, Performance marketing, Marketing, Branding, Web Presence, Content Creation, Product Promotion

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    J

    John Wiley & Sons

    Trust and Ethics in AI: A Business Approach

    Skills you'll gain: AI Security, Responsible AI, Business Ethics, Data Ethics, Ethical Standards And Conduct, Information Privacy, Decision Intelligence, Accountability Frameworks, Artificial Intelligence, AI literacy, Accountability, Law, Regulation, and Compliance, Business, Governance, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI Applications and Popular Tools

    Skills you'll gain: Google Gemini, Generative AI Agents, OpenAI API, Responsible AI, Content Creation, Large Language Modeling, Hugging Face

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Analytics Application & Insight

    Skills you'll gain: People Analytics, Dashboard Creation, Employee Engagement, Workforce Planning, Human Resources Management and Planning, Root Cause Analysis, Data-Driven Decision-Making, Analytics, Problem Solving, Workforce Management, Employee Surveys, Generative AI, Performance Metric, Management Reporting, Talent Management, Performance Measurement, Business Metrics, Predictive Analytics, Decision Making, Employee Retention

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Deep Learning, Machine Learning Methods, Model Optimization, Random Forest Algorithm, Decision Tree Learning, Artificial Neural Networks, Feature Engineering, Applied Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Machine Learning, Model Training, Embeddings, Supervised Learning, Classification Algorithms, Model Evaluation, Logistic Regression, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 3 - 6 Months

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

  • Natural Language Processing with Real-World Projects: Packt
  • Virtual Teacher: University of California, Irvine
  • Random Models, Nested and Split-plot Designs: Arizona State University
  • Introduction to AI and Machine Learning on Google Cloud: Google Cloud
  • CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
  • Copywriting for Digital Marketing & SEO: EDUCBA
  • Advanced Financial Analysis & Decision Making: EDUCBA
  • Learn Digital Marketing & Affiliate Strategies: EDUCBA
  • Trust and Ethics in AI: A Business Approach: John Wiley & Sons
  • Generative AI Applications and Popular Tools: Edureka

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