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Big Data Analytics Courses

Big Data Analytics courses can help you learn data mining, statistical analysis, data visualization, and predictive modeling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Apache Hadoop, Spark, and Tableau, that support processing large datasets and visualizing trends, allowing you to apply your analytical skills in various business contexts.


More to explore:

Popular Big Data Analytics Courses and Certifications


  • Status: New
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    Status: Free Trial
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    Starweaver

    GenAI Data and Analytics Academy

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Generative Model Architectures, CrewAI, AI Orchestration, Vector Databases, AI Workflows, Model Deployment, AI Personalization, Generative AI, Transfer Learning, Kubernetes, Enterprise Application Management, ChatGPT, Agentic systems, MLOps (Machine Learning Operations), Python Programming, System Monitoring, Engineering

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    LearnKartS

    Database, Big Data, and DevOps Services in GCP

    Skills you'll gain: Site Reliability Engineering, Google Cloud Platform, Kubernetes, Real Time Data, Database Management, Big Data, Data Infrastructure, Performance Tuning, Continuous Deployment, Data Pipelines, Databases, Containerization, Cloud Applications, Data Processing, DevOps, Scalability, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Data Structures, Microsoft Copilot, .NET Framework, Algorithms, Back-End Web Development, C# (Programming Language), Performance Tuning, Programming Principles, Server Side, Scalability, Application Performance Management

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Alteryx Mastery: Data Analytics & Workflow Automation

    Skills you'll gain: Data Import/Export, Alteryx, No-Code Development, Data Visualization, Business Analytics, Data Governance, Workflow Management, Operational Efficiency, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Report Writing, Data Integration, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Exploratory Data Analysis, Jupyter, Data Import/Export, Histogram, Python Programming, Data Structures, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
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    429 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Enterprise Data Architecture and Operations

    Skills you'll gain: Extract, Transform, Load, Data Architecture, Enterprise Architecture, Data Migration, Data Modeling, Data Warehousing, Data Management, Data Processing, Data Storage, DevOps, Data Governance, Data Integration, Application Frameworks, Data Transformation, Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Microsoft Data Visualization

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design

    4.7
    Rating, 4.7 out of 5 stars
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    146 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Google

    The Path to Insights: Data Models and Pipelines

    Skills you'll gain: Data Modeling, Database Design, Extract, Transform, Load, Data Warehousing, Data Pipelines, Business Intelligence, Data Mart, Database Management, Data Management, Process Optimization, Data Quality, Data Transformation, Performance Testing

    4.7
    Rating, 4.7 out of 5 stars
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    702 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud em Português

    Skills you'll gain: Model Deployment, Dataflow, Google Cloud Platform, Real Time Data, Data Pipelines, Data Warehousing, Extract, Transform, Load, Data Preprocessing, Data Transformation, Apache Airflow, Big Data, Tensorflow, Feature Engineering, Workflow Management, Dashboard, Apache Spark, Data Processing, Data Lakes, PySpark, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    125 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    Vanderbilt University

    Data Management for Clinical Research

    Skills you'll gain: Clinical Data Management, Electronic Data Capture (EDC), Data Management, Data Collection, Case Report Forms, Data Sharing, Health Informatics, Data Strategy, Data Quality, Good Clinical Practices (GCP), Sampling (Statistics), Data Integrity, Data Validation, Regulatory Compliance

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Google Cloud Platform, Real Time Data, Apache Kafka, Data Import/Export, Data Pipelines, Data Lakes, PySpark, Tensorflow, Apache Airflow, Extract, Transform, Load, Apache Spark, Dashboard, Big Data, Data Transformation, Data Quality, Data Warehousing, Data Architecture, Feature Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Statistics for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Regression Analysis, Bayesian Statistics, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Probability, Probability Distribution, R Programming, Biostatistics, Data Science, Statistics, Mathematical Modeling, Data Analysis, Data Modeling, Applied Mathematics

    4.4
    Rating, 4.4 out of 5 stars
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    783 reviews

    Advanced · Specialization · 3 - 6 Months

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

  • GenAI Data and Analytics Academy: Starweaver
  • Database, Big Data, and DevOps Services in GCP: LearnKartS
  • Data Structures and Algorithms: Microsoft
  • Alteryx Mastery: Data Analytics & Workflow Automation: Coursera
  • Data Analysis Using Python: University of Pennsylvania
  • Enterprise Data Architecture and Operations: SkillUp
  • Microsoft Data Visualization: Microsoft
  • The Path to Insights: Data Models and Pipelines: Google
  • Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
  • Data Management for Clinical Research: Vanderbilt University

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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