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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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    Edureka

    Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

    Skills you'll gain: System Monitoring, Data Analysis Expressions (DAX), Real Time Data, Performance Tuning, Microsoft Azure, Dataflow, Data Pipelines, Data Warehousing, Power BI, Apache Spark, Data Governance, Business Analytics, SQL, Data Management, Workflow Management, Data Science, Security Engineering, Artificial Intelligence and Machine Learning (AI/ML), Warehouse Management, Application Deployment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for Customer Analytics and Insights with JUNE

    Skills you'll gain: AI Product Strategy, Product Improvement, Customer Insights, Customer Analysis, Generative AI, Customer Data Management, Data-Driven Marketing, Analytics, Data Analysis, Business Reporting, Data Literacy, Data Collection, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Optimize Content with SEO and Analytics

    Skills you'll gain: Content Performance Analysis, Content Optimization, Web Analytics and SEO, Content Creation, Web Content, Search Engine Optimization, Performance Analysis, Digital Publishing, Content Marketing, Driving engagement, Content Management Systems, Web Analytics, Performance Measurement, Performance Metric, Performance Improvement, Data-Driven Marketing, Copywriting, Process Optimization, Benchmarking, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    HR Systems, Analytics and Performance Tools

    Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Strategy, Human Resource Management, Employee Performance Management, Human Resources, Human Resources Management and Planning, Workflow Management, Workforce Management, Performance Appraisal, Performance Management, Performance Measurement, Data-Driven Decision-Making, Employee Training, Payroll Systems, Training and Development, Automation, Payroll Processing

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Interpret Analytics: Boost Engagement & Optimize Content

    Skills you'll gain: Content Performance Analysis, Web Analytics, Multimedia, Content Optimization, Web Content, Drive Engagement, Driving engagement, Digital Analysis, Marketing Analytics, Content Strategy, Content Development and Management, Analytics, Performance Analysis, Data Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Real-time analytics with Spark: User Activity Monitoring

    Skills you'll gain: Apache Spark, Data Pipelines, PySpark, Real Time Data, Data Transformation, SQL, Data Processing, Data Persistence, Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Analyze BigQuery Usage with Log Analytics

    Skills you'll gain: Data Visualization, Google Cloud Platform, SQL, Analytics, Analysis, Data Warehousing

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Apply Data Cleaning Basics

    Skills you'll gain: Data Cleansing, Data Quality, Data Validation, Marketing Analytics, Reconciliation, Variance Analysis, Data Manipulation, Google Analytics, Data Wrangling, Data Transformation, Marketing Channel, Data Integrity, Web Analytics, Data Preprocessing, Campaign Management, Cross-Channel Marketing, Analysis, Market Analysis, Spreadsheet Software, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Free Trial
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    Coursera

    Data Analysis and Exploration

    Skills you'll gain: Exploratory Data Analysis, Data Analysis, Business Analytics, Descriptive Analytics, Descriptive Statistics, Analytics, Analytical Skills, Statistical Analysis, Statistical Visualization, Data Visualization, Correlation Analysis, Histogram, Box Plots, Statistical Methods, Plot (Graphics), Scatter Plots, Statistics, Data Presentation, Graphing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    HR Analytics and Workforce Performance Measurement

    Skills you'll gain: Management Reporting, Performance Measurement, Human Resource Strategy, Human Resources Management and Planning, Human Resources, People Analytics, Performance Reporting, Employee Performance Management, Performance Metric, Workforce Management, Human Resource Policies, Business Reporting, Business Metrics, Return On Investment

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Pipeline

    Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Processing, Data Modeling, Data Management, Data Science, Data Cleansing, Model Evaluation, Exploratory Data Analysis

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
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    120 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft Fabric Analytics Engineer: DP-600 Exam Prep: Edureka
  • GenAI for Customer Analytics and Insights with JUNE: Coursera
  • Optimize Content with SEO and Analytics: Coursera
  • HR Systems, Analytics and Performance Tools: EDUCBA
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Interpret Analytics: Boost Engagement & Optimize Content: Coursera
  • Real-time analytics with Spark: User Activity Monitoring: Coursera
  • Analyze BigQuery Usage with Log Analytics: Google Cloud
  • Apply Data Cleaning Basics: Coursera
  • Data Analysis and Exploration: Coursera

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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