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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.

Popular Big Data Courses and Certifications


  • G

    Google Cloud

    Online Data Migration to Cloud Spanner using Striim

    Skills you'll gain: Data Migration, MySQL, Data Access, Google Cloud Platform, Database Management, SQL, Data Pipelines, Databases, Data Store, Data Storage Technologies, Operational Databases, Cloud Management, Data Management

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Offloading Financial Mainframe Data into BigQuery and Elastic Search

    Skills you'll gain: Dashboard Creation, Cloud Management, Kibana, Google Cloud Platform, Cloud Computing, Data Import/Export, Financial Data, Mainframe Computing, Dataflow, Mainframe Technologies, Big Data, Exploratory Data Analysis, Data Pipelines, Cloud Deployment, SQL, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • M

    Microsoft

    Operating and Governing Data Platforms in Microsoft Fabric

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs

    Skills you'll gain: Cloud Engineering, Data Transformation

    Intermediate · Course · 3 - 6 Months

  • J

    Johns Hopkins University

    Data Use for Disease Control & Global Health Decision-Making

    Skills you'll gain: Epidemiology, Data-Driven Decision-Making, Public Health, Public Health and Disease Prevention, Health Care, Infectious Diseases, Data Collection, Analytics, Health Systems, Data Ethics, Data Quality, Decision Support Systems, Health Technology

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Data Structures Algorithms in Java – SECRETS to Ace LeetCode

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Java Programming, Object Oriented Design, Computational Thinking, Algorithms, Debugging, Java, Applied Mathematics, Programming Principles, Computer Programming, Theoretical Computer Science, Numerical Analysis, Computer Programming Tools, Mathematical Theory & Analysis, Pseudocode, Software Installation, Software Architecture, Performance Tuning, Other Programming Languages

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Rust for Data Source Monitoring and Automation

    Skills you'll gain: Prometheus (Software), Amazon Bedrock, Rust (Programming Language), System Monitoring, Site Reliability Engineering, Command-Line Interface, Grafana, Continuous Monitoring, IT Automation, Automation, CI/CD, Prompt Patterns, DevOps, Unix Commands, JSON, Compliance Auditing, Linux, File Systems, File I/O

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Analysis, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    4.7 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (40) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Building a Hiring Plan by Analyzing Past Data in Sheets

    Skills you'll gain: People Analytics, Workforce Planning, Job Analysis, Human Resource Strategy, Talent Sourcing, Human Resources Management and Planning, Human Resources, Workforce Management, Google Sheets, Talent Recruitment, Consolidation, Talent Acquisition, Compensation Analysis, Full Cycle Recruitment, Recruitment Strategies, Recruitment, Analysis

    4.6 stars, 45 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (45) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Develop Silverlight Apps with UI & Data Integration

    Skills you'll gain: User Interface (UI), Application Development, Application Deployment, UI Components, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Program Development, Interactive Design, Development Environment, Software Development Life Cycle, Software Testing, Context Management, Frontend Integration, Application Frameworks, Application Performance Management, Debugging, Application Security, Event-Driven Programming, Web Services

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    The Power of Storytelling: How to Visualize Data in the Cloud

    Skills you'll gain: Data Storytelling, Data Visualization, Interactive Data Visualization, Data Presentation, Data Visualization Software, Dashboard, Looker (Software), Dashboard Creation, Data Modeling, Data Access, Business Analytics, Data Analysis, Analytics, Data Governance, Performance Tuning, Report Writing, Cloud Services, Self Service Technologies, Version Control

    4.4 stars, 21 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (21) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply ETL Testing Techniques for Retail Data Pipelines

    Skills you'll gain: Data Validation, Extract, Transform, Load, Test Case, Consolidation, Data Integrity, Data Integration, Data Transformation, Data Pipelines, Query Languages, SQL, Analytics

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
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In summary, here are 10 of our most popular big data courses

  • Online Data Migration to Cloud Spanner using Striim: Google Cloud
  • Offloading Financial Mainframe Data into BigQuery and Elastic Search: Google Cloud
  • Operating and Governing Data Platforms in Microsoft Fabric: Microsoft
  • Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs: Packt
  • Data Use for Disease Control & Global Health Decision-Making: Johns Hopkins University
  • Data Structures Algorithms in Java – SECRETS to Ace LeetCode: Packt
  • Rust for Data Source Monitoring and Automation: Pragmatic AI Labs
  • Put It All Together: Prepare for a Cloud Data Analyst Job: Google Cloud
  • Building a Hiring Plan by Analyzing Past Data in Sheets: Coursera
  • Develop Silverlight Apps with UI & Data Integration: EDUCBA

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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