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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

    Practical Machine Learning on Databricks

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Cloud Deployment, Feature Engineering, Apache Spark, Model Training, AI Workflows, Machine Learning Software, Data Lakes, CI/CD, Model Evaluation, Applied Machine Learning, Data Store, Machine Learning, Development Environment, Statistical Machine Learning, Data Science, Machine Learning Algorithms, Python Programming

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • D

    DeepLearning.AI

    Natural Language Processing in TensorFlow

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Artificial Neural Networks, Model Training, Applied Machine Learning, Data Preprocessing, Machine Learning, Data Processing

    4.6 stars, 6.5K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (6.5K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Inferential Statistical Analysis with Python

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Analysis, Statistical Programming, Python Programming

    4.6 stars, 937 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (937) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    SQL Problem Solving

    Skills you'll gain: SQL, Data Quality, Complex Problem Solving, Data Visualization, JSON, Query Languages, Business Metrics, Business Reporting, Data Validation, Data Cleansing, Data Presentation, Forecasting, Data Analysis, Predictive Analytics, Data Manipulation

    4 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    Business Statistics and Analysis Capstone

    Skills you'll gain: Business Analytics, Statistical Methods, Statistical Analysis, Data Analysis, Presentations, Data Presentation, Statistics, Business Analysis, Statistical Reporting, Analytical Skills, Analysis, Technical Communication, Predictive Analytics, Exploratory Data Analysis, Regression Analysis, Descriptive Statistics, Microsoft Excel, Data Manipulation

    4.7 stars, 443 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Security Engineer

    Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, Prompt Engineering, Network Monitoring, Prompt Engineering Tools, Cloud Security, Containerization, Virtual Networking, Network Architecture, Infrastructure As A Service (IaaS), Network Routing, DevSecOps, Virtual Private Networks (VPN), Dashboard Creation

    4.7 stars, 51K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (51K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    DeepLearning.AI

    Custom Models, Layers, and Loss Functions with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Convolutional Neural Networks, Model Optimization, Model Training, Artificial Neural Networks, Model Evaluation

    4.9 stars, 1.1K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (1.1K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Probability Distribution

    4.8 stars, 497 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Cybersecurity & Privacy for Leaders

    Skills you'll gain: Prompt Engineering, AI Security, ChatGPT, Retrieval-Augmented Generation, Prompt Patterns, Generative AI Agents, Crisis Management, Generative AI, LLM Application, Incident Response, Responsible AI, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, AI Enablement, AI Integrations, AI powered creativity, Cybersecurity

    4.8 stars, 8.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Educators

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, AI Personalization, Prompt Engineering Tools, Responsible AI, ChatGPT, AI literacy, Data Ethics, Multimodal Prompts, AI powered creativity, Education Software and Technology, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Digital pedagogy, Model Evaluation, Machine Learning, AI Integrations, Information Privacy

    4.7 stars, 12K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Business Analytics Capstone

    Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Operational Efficiency, Peer Review, Marketing Strategies, Data Analysis, Marketing Effectiveness, Data Strategy, Performance Measurement, Operations, Business Strategy, Strategic Decision-Making, Analysis, People Analytics, Business Metrics, Online Advertising, Digital Advertising, Presentations, Problem Management, Advertising

    4.5 stars, 780 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (780) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Project Managers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Responsible AI, Prompt Engineering Tools, ChatGPT, AI literacy, Multimodal Prompts, AI powered creativity, Google Gemini, LLM Application, Project Management, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Project Management Life Cycle, Data Ethics, Case Studies, Machine Learning

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data cleaning courses

  • Practical Machine Learning on Databricks: Packt
  • Natural Language Processing in TensorFlow: DeepLearning.AI
  • Inferential Statistical Analysis with Python: University of Michigan
  • SQL Problem Solving: University of California, Davis
  • Business Statistics and Analysis Capstone: Rice University
  • Preparing for Google Cloud Certification: Cloud Security Engineer: Google Cloud
  • Custom Models, Layers, and Loss Functions with TensorFlow: DeepLearning.AI
  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
  • Generative AI Cybersecurity & Privacy for Leaders: Vanderbilt University
  • Generative AI for Educators: IBM

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