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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.

Popular Big Data Analytics Courses and Certifications


  • Status: New
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    LearnKartS

    SQL Queries & Joins: Filtering, Data Retrieval & Operations

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    M

    Microsoft

    Power BI Fundamentals and Data Modeling

    Skills you'll gain: Model Optimization, Database Design, Data Warehousing, Data Architecture, Governance

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Mastering Data Visualization with Matplotlib

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Data Visualization, Plot (Graphics), Scientific Visualization, Data Visualization Software, Image Quality, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Data Science Methods for Quality Improvement

    Skills you'll gain: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Statistical Software, Descriptive Statistics, Quality Improvement, Process Engineering

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    53 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    Universidad Nacional Autónoma de México

    Introducción a Data Science: Programación Estadística con R

    Skills you'll gain: R (Software), R Programming, Statistical Programming, Ggplot2, Plot (Graphics), Data Manipulation, Simulations, Statistical Software, Statistical Visualization, grep, Data Processing, Graphing, Programming Principles, Data Import/Export, Exploratory Data Analysis, Data Structures, Software Installation, Package and Software Management

    4.7
    Rating, 4.7 out of 5 stars
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    8.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Exploring Data Transformation with Google Cloud

    Skills you'll gain: Data Governance, Digital Transformation, Real Time Data, Google Cloud Platform, Business Transformation, Data Management, Data Warehousing, Data Transformation, Big Data, Looker (Software), Cloud Storage, Analytics, Business Intelligence, Governance, Data Processing, Dataflow, Data-Driven Decision-Making, Database Systems, Data Storage

    4.8
    Rating, 4.8 out of 5 stars
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    928 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    BigQuery Soccer Data Analytical Insight

    Skills you'll gain: Analytics, Query Languages, Data Analysis, Data Manipulation, SQL, Data Management

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    U

    University of California, Davis

    GIS Data Formats, Design and Quality

    Skills you'll gain: Spatial Analysis, ArcGIS, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, GIS Software, Data Quality, Data Mapping, Data Modeling, Database Design, Data Storage Technologies, Data Management, Data Storage, Data Sharing, Data Manipulation, Data Capture, Relational Databases, Query Languages, Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    2.1K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Weather Data in BigQuery

    Skills you'll gain: Big Data, Analytics, Query Languages, Google Cloud Platform, Data Processing, Data Analysis, Data Integration

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science Ethics with R

    Skills you'll gain: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Ethical Standards And Conduct, Data Science, Data Collection, Personally Identifiable Information, Information Privacy, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    Data Modeling, Transformation, and Serving

    Skills you'll gain: Data Modeling, Data Transformation, Data Processing, Data Warehousing, Data Preprocessing, Apache Hadoop, Extract, Transform, Load, Data Pipelines, Apache Spark, Feature Engineering, Star Schema, Applied Machine Learning, Real Time Data

    4.5
    Rating, 4.5 out of 5 stars
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    97 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pittsburgh

    Data Visualization Fundamentals in Python

    Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Statistical Visualization, Graphing, Data Analysis, Graphic and Visual Design, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • SQL Queries & Joins: Filtering, Data Retrieval & Operations: LearnKartS
  • Power BI Fundamentals and Data Modeling: Microsoft
  • Mastering Data Visualization with Matplotlib: EDUCBA
  • Data Science Methods for Quality Improvement: University of Colorado Boulder
  • Introducción a Data Science: Programación Estadística con R: Universidad Nacional Autónoma de México
  • Exploring Data Transformation with Google Cloud: Google Cloud
  • BigQuery Soccer Data Analytical Insight: Google Cloud
  • GIS Data Formats, Design and Quality: University of California, Davis
  • Weather Data in BigQuery: Google Cloud
  • Data Science Ethics with R: Duke 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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