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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


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    Coursera

    Audience & Attribution Analytics

    Skills you'll gain: Conversion Funnel Analysis, Marketing Analytics, Customer Analysis, Customer Insights, Data-Driven Marketing, Marketing Effectiveness, Customer Retention, Target Audience, Customer Success Management, Marketing Channel, Journey Mapping, Customer Engagement, Trend Analysis, Return On Investment, Cross-Channel Marketing, Performance Analysis, Marketing Budgets, Stakeholder Engagement, Paid media, Budgeting

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Financial Analytics & Decision Science

    Skills you'll gain: Operations Research, Probability & Statistics, Statistics, Excel Formulas, Data-Driven Decision-Making, Technical Analysis, Probability, Quantitative Research, Microsoft Excel, Sampling (Statistics), Probability Distribution, Operational Efficiency, Transportation Operations, Financial Analysis, Business Operations, Spreadsheet Software, Resource Utilization, Operations, Process Optimization, Finance

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Analysis and Visualization of Data with Power BI

    Skills you'll gain: Dashboard Creation, Dashboard, Power BI, Data Presentation, Data Visualization Software, Data Storytelling, Data Visualization, Interactive Data Visualization, Advanced Analytics, Data Analysis, Data Sharing, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    CRM Analytics Fundamentals

    Skills you'll gain: Customer Relationship Management (CRM) Software, Sales Pipelines, Customer Relationship Management, Marketing Automation, Customer Retention, Personalized Campaigns, Lead Generation, Marketing Analytics, Sales Process, Customer Analysis, Sales Development, Customer Engagement, Prospecting and Qualification, Customer Insights, Workflow Management, Customer Communications Management, Target Audience, Business Metrics, Process Analysis, Sales Support

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SAS

    Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics

    Skills you'll gain: SAS (Software), Forecasting, Spatial Data Analysis, Data Visualization Software, Data Mapping, Interactive Data Visualization, Time Series Analysis and Forecasting, Trend Analysis, Predictive Analytics, Geospatial Mapping, Data Analysis, Geospatial Information and Technology, Data Wrangling, Geographic Information Systems, Advanced Analytics, Analytics, Data Transformation, Statistical Programming

    4.8
    Rating, 4.8 out of 5 stars
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    223 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Analytics for Decision Making

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    307 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Customer Analytics & Intelligence

    Skills you'll gain: Customer Retention, HubSpot CRM, Brand Awareness, Surveys, Survey Creation, Marketing Analytics, Google Analytics, Customer Analysis, Customer Service, Customer Relationship Management (CRM) Software, Customer Insights, Brand Loyalty, Customer Relationship Management, Customer Data Management, A/B Testing, AI Product Strategy, Target Audience, Data Analysis, Digital Marketing, Performance Measurement

    4.5
    Rating, 4.5 out of 5 stars
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    130 reviews

    Intermediate · Specialization · 3 - 6 Months

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    SAS

    SAS Visual Business Analytics

    Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Exploratory Data Analysis, Spatial Data Analysis, Data Visualization Software, Spatial Analysis, Data Transformation, Analysis, Data Mapping, Interactive Data Visualization, Analytics, Data Visualization, Business Analytics, Business Reporting

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Multiple educators

    Foundations of Cloud Analytics

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Cloud Solutions, Cloud Security, Business Analytics, Infrastructure as Code (IaC), Team Oriented, Virtual Machines, Exploratory Data Analysis, Hybrid Cloud Computing, Data Management, Data Visualization Software, Process Design, System Monitoring, Enterprise Security, Data Integration, Data Processing, Statistical Software, Data Import/Export, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    119 reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Communicating Business Analytics Results

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Storytelling, Data Literacy, Business Analytics, Presentations, Data-Driven Decision-Making, Data Analysis, Analytics, Technical Communication, Case Studies, Predictive Analytics, Correlation Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    521 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Maryland, College Park

    Digital Marketing Analytics

    Skills you'll gain: Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Paid media, Search Engine Marketing, Web Analytics and SEO, Digital Marketing, Data-Driven Decision-Making, Digital Marketing Tools, A/B Testing, Data Analysis, AI Personalization, Contextual Advertising, Big Data, Customer Analysis, Customer Data Management, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Rice University

    Principles of Economics: Macroeconomics - The Big Picture

    Skills you'll gain: Economics, Economics, Policy, and Social Studies, Supply And Demand, Economic Development, Financial Policy, Socioeconomics, Public Policies, Labor Relations, Market Dynamics, International Finance, Fiscal Management, General Finance, Investments, Performance Metric, Performance Measurement, Financial Systems, Cost Benefit Analysis, Consumer Behaviour

    4.8
    Rating, 4.8 out of 5 stars
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    71 reviews

    Beginner · Course · 1 - 3 Months

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

  • Audience & Attribution Analytics: Coursera
  • Financial Analytics & Decision Science: EDUCBA
  • Analysis and Visualization of Data with Power BI: Microsoft
  • CRM Analytics Fundamentals: Coursera
  • Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics: SAS
  • Analytics for Decision Making: University of Minnesota
  • Customer Analytics & Intelligence: Coursera
  • SAS Visual Business Analytics: SAS
  • Foundations of Cloud Analytics: SAS
  • Communicating Business Analytics Results: University of Colorado Boulder

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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