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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


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    Packt

    Advanced Data Structures, Patterns, and Recursion Techniques

    Skills you'll gain: Data Structures, Algorithms, Java Programming, Java, Computational Thinking, Computer Programming, Software Design Patterns, Applied Mathematics, Geometry, Problem Solving, Solution Design, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Containerization, Infrastructure As A Service (IaaS), Prompt Patterns, Cloud Platforms, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Virtual Machines, Cloud-Native Computing, Virtual Networking, Cloud Computing, Cloud Management, Application Development, Cloud Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    49K reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Online Data Migration to Cloud Spanner using Striim

    Skills you'll gain: Data Migration, MySQL, Data Access, Google Cloud Platform, Database Management, SQL, Data Pipelines, Databases, Data Store, Data Storage Technologies, Operational Databases, Cloud Management, Data Management

    Intermediate · Project · Less Than 2 Hours

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    EDUCBA

    Optimize Splunk Performance for Scalable Data Analysis

    Skills you'll gain: Splunk, Performance Tuning, Scalability, Dataflow, Data Pipelines, Real Time Data, System Monitoring, Debugging, Data Processing, Query Languages, System Configuration, Data Storage

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Real-Time Big Data Access using HBase: Boosting Performance

    Skills you'll gain: NoSQL, Real Time Data, Query Languages, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Access, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Data Analysis, Google Cloud Platform, Analytical Skills, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs

    Skills you'll gain: Cloud Engineering, Data Transformation

    Intermediate · Course · 3 - 6 Months

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    Packt

    Microsoft Azure Data Fundamentals Exam Guide (DP-900)

    Skills you'll gain: Azure Synapse Analytics, Relational Databases, Power BI, Microsoft Azure, Data Store, Data Visualization, Database Management, Real Time Data, Interactive Data Visualization, Data Storage, Database Theory, Dashboard, Data Presentation, Databricks, Database Administration, Data Warehousing, Data Management, Data Architecture, Data Integrity, Data Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Preparing Multimodal Data: Vision, Audio, and NLP Pipelines

    Skills you'll gain: Data Preprocessing, Model Evaluation, Fine-tuning, Hugging Face, Data Processing, Data Transformation, Large Language Modeling, Model Training, Feature Engineering, Data Pipelines, Image Analysis, Image Quality, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Machine Learning Methods, Data Architecture, Machine Learning Software, Computer Vision, Artificial Neural Networks, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

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    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Transformation, Network Performance Management, Data Persistence, Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Migrating an application and data from Apache Cassandraâ„¢ to DataStax Enterprise

    Skills you'll gain: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Containerization, Database Application, Application Deployment, Data Import/Export, Cloud Deployment

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Serverless Data Processing with Dataflow: Operations - 日本語版

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Debugging, Performance Tuning, Continuous Deployment, Data Integrity, Serverless Computing, CI/CD, Unit Testing, Google Cloud Platform, Cloud Deployment, Disaster Recovery

    Advanced · Course · 1 - 3 Months

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

  • Advanced Data Structures, Patterns, and Recursion Techniques: Packt
  • Google Cloud Fundamentals: Core Infrastructure: Google Cloud
  • Online Data Migration to Cloud Spanner using Striim: Google Cloud
  • Optimize Splunk Performance for Scalable Data Analysis: EDUCBA
  • Real-Time Big Data Access using HBase: Boosting Performance: LearnQuest
  • Put It All Together: Prepare for a Cloud Data Analyst Job: Google Cloud
  • Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs: Packt
  • Microsoft Azure Data Fundamentals Exam Guide (DP-900): Packt
  • Preparing Multimodal Data: Vision, Audio, and NLP Pipelines: Coursera
  • Big Data Analysis with Scala and Spark (Scala 2 version): École Polytechnique Fédérale de Lausanne

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