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Big Data Analytics Courses Online

Master big data analytics for processing and analyzing large datasets. Learn to use tools like Hadoop, Spark, and NoSQL databases.

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Explore the Big Data Analytics Course Catalog

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Marketing

    Skills you'll gain: Marketing Analytics, AI Personalization, Responsible AI, Data Ethics, Customer Analysis, Advanced Analytics, Marketing, Marketing Effectiveness, Analytics, Predictive Modeling, Social Network Analysis, Market Analysis, Data Analysis, Customer Insights, Predictive Analytics, Consumer Behaviour, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    187 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Data Structures

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Data Processing, Data Manipulation, Development Environment, File Management, Virtual Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    97K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera Project Network

    Create Mapping Data Flows in Azure Data Factory

    Skills you'll gain: Data Mapping, Microsoft Azure, Data Transformation, Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Data Integration, Data Storage

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Data Pipelines, Data Processing, Supervised Learning, Data Integration, Data Modeling, Data Cleansing, Big Data, Data Science, Machine Learning Algorithms, Data Transformation, Exploratory Data Analysis, Classification And Regression Tree (CART), Data Quality, Data Analysis, Data Presentation, Analytical Skills

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    159 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Visualization & Analytics in Tableau

    Skills you'll gain: Dashboard, Data Visualization Software, Tableau Software, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Presentation, Data Analysis, Statistical Visualization, Geospatial Mapping, Histogram, Advanced Analytics, Spatial Analysis, Scatter Plots, Data Science, Data Manipulation, Business Analytics, Marketing Analytics, Analytics, Forecasting

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Routing, Program Development, Network Model, Bioinformatics, Operations Research, Data Storage, Development Testing, Theoretical Computer Science, Computational Thinking, Network Analysis, Programming Principles, File Systems, Computer Programming, Epidemiology, Social Network Analysis, Software Testing, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Accounting

    Skills you'll gain: Data Governance, Internal Controls, Accounting Software, Auditing, Fraud detection, Accounting, Data Quality, Alteryx, Business Process Automation, Pandas (Python Package), Automation, Data Analysis, Analytics, Natural Language Processing, Text Mining, Python Programming, GitHub

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Transforming Your Company's Data Analytics

    Skills you'll gain: Data Storytelling, Digital Transformation, Data Presentation, Data Visualization, Data-Driven Decision-Making, Business Transformation, Customer experience strategy (CX), Persuasive Communication, Employee Engagement, Data Strategy, Data Science, Storytelling, Analytics, Influencing, Agile Methodology, Organizational Change, Business Analytics, Data Quality, Leadership, Stakeholder Communications

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    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 Manipulation, Scatter Plots, NumPy, Data Transformation, Jupyter, Data Validation, Data Import/Export, Histogram, Python Programming, Data Structures, Programming Principles, Scripting Languages

    4.5
    Rating, 4.5 out of 5 stars
    ·
    423 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Process Data from Dirty to Clean

    Skills you'll gain: Data Cleansing, Sampling (Statistics), Data Integrity, Data Quality, Data Analysis, Data Transformation, Data Validation, Sample Size Determination, SQL, Spreadsheet Software

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Data Analytics Methods for Marketing

    Skills you'll gain: Marketing Analytics, Marketing Effectiveness, A/B Testing, Target Audience, Marketing Strategies, Marketing, Marketing Planning, Sales Pipelines, Customer Analysis, Marketing Channel, Advertising Campaigns, Regression Analysis, Forecasting, Data Analysis, Unsupervised Learning, Key Performance Indicators (KPIs), Return On Investment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    279 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera Instructor Network

    Data Privacy and Protection Standards

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Loss Prevention, Security Controls, Regulatory Compliance, Compliance Management, Compliance Training, Data Integrity, Security Strategy, Regulatory Requirements, Incident Response

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign
  • Python Data Structures: University of Michigan
  • Create Mapping Data Flows in Azure Data Factory: Coursera Project Network
  • Data Mining Foundations and Practice: University of Colorado Boulder
  • Data Visualization & Analytics in Tableau: University of Colorado Boulder
  • Data Structures and Algorithms: University of California San Diego
  • Applying Data Analytics in Accounting: University of Illinois Urbana-Champaign
  • Transforming Your Company's Data Analytics: University of Maryland, College Park
  • Data Analysis Using Python: University of Pennsylvania
  • Process Data from Dirty to Clean: Google

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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