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Data Analysis Courses

Data analysis courses can help you learn statistical methods, data visualization techniques, and data cleaning processes. You can build skills in interpreting trends, making data-driven predictions, and communicating insights effectively. Many courses introduce tools like Excel, Python, and SQL, that support manipulating datasets and performing complex analyses. You'll also explore topics such as regression analysis, machine learning basics, and data storytelling, equipping you with practical knowledge to tackle real-world data challenges.


Popular Data Analysis Courses and Certifications


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    Fractal Analytics

    Data Lineage & Ethical Frameworks for Responsible AI

    Skills you'll gain: Responsible AI, Data Governance, Data Ethics, Data Pipelines, Data Architecture, Data Management, Governance, Data Integrity, Artificial Intelligence, Metadata Management, Automation, Generative AI, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Java Data Access - SQL Primer

    Skills you'll gain: Relational Databases, SQL, Databases, Data Access, Data Manipulation, Database Management, Query Languages

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Advanced Data Science Techniques (with AWS Integration)

    Skills you'll gain: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Amazon Web Services, Applied Machine Learning, Advanced Analytics, Machine Learning Methods, Cloud Development, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Machine Learning, MLOps (Machine Learning Operations), Predictive Analytics, Predictive Modeling, Supervised Learning, Performance Metric

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    AWS: Data Management and Backups

    Skills you'll gain: Amazon S3, Cloud Storage, Data Management, Data Storage Technologies, Data Architecture, Data Storage, Network Troubleshooting, Disaster Recovery

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Mastering Advanced Data and Analytics Features in Tableau

    Skills you'll gain: Tableau Software, Data Transformation, Data Integration, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Manipulation, Data Analysis, Data Cleansing, Business Intelligence, Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    GenAI Data and Analytics Academy

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Prompt Patterns, Generative AI, Agentic systems, AI Personalization, Kubernetes, Enterprise Application Management, ChatGPT, Containerization, Docker (Software), OpenAI, LangChain, Cloud Infrastructure, Scalability, System Monitoring, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Python Programming, Engineering

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Azure Data Engineering: Cosmos DB, SQL & Analytics

    Skills you'll gain: Dashboard, Azure Synapse Analytics, Microsoft Azure, Transact-SQL, Microsoft SQL Servers, Data Storage, Data Presentation, Data Architecture, Performance Tuning, Query Languages, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Cloud Computing Architecture, Process Optimization, Data Modeling, System Monitoring, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Compute and Data Transfer

    Skills you'll gain: Serverless Computing, Amazon Web Services, Cloud Computing Architecture, Solution Architecture, Containerization, Data Migration, Data Pipelines, Cloud Solutions, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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    Fractal Analytics

    Advanced Data Techniques for Enterprise AI Systems

    Skills you'll gain: Data Governance, Data Strategy, Data Ethics, Responsible AI, Data Management, Data Architecture, Metadata Management, Data Store, Data Loss Prevention, Data Security, Interoperability, Docker (Software), Data Storage, Data Processing, Semantic Web, Generative AI Agents, Real Time Data, Large Language Modeling, Machine Learning, Agentic systems

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Building and Evaluating Data Agents

    Skills you'll gain: LangGraph, Interactive Data Visualization, Prompt Engineering, Generative AI Agents, LLM Application, Tool Calling, Agentic systems, Data Validation, Generative AI, Large Language Modeling

    Intermediate · Project · Less Than 2 Hours

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    University of Michigan

    Answering Interesting Questions with Data

    Skills you'll gain: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Spark and Python for Big Data with PySpark

    Skills you'll gain: PySpark, Apache Spark, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Customer Analysis, Apache Hadoop, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Data Processing, Advanced Analytics, Big Data, Apache Maven, Statistical Machine Learning, Unsupervised Learning, SQL, Apache, Python Programming

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    Beginner · Specialization · 1 - 3 Months

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

  • Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics
  • Java Data Access - SQL Primer: LearnQuest
  • Advanced Data Science Techniques (with AWS Integration): Coursera
  • AWS: Data Management and Backups: Whizlabs
  • Mastering Advanced Data and Analytics Features in Tableau: SkillUp
  • GenAI Data and Analytics Academy: Starweaver
  • Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera
  • AWS: Compute and Data Transfer: Whizlabs
  • Advanced Data Techniques for Enterprise AI Systems: Fractal Analytics
  • Building and Evaluating Data Agents: DeepLearning.AI

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