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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


  • Status: Hot New Release
    Hot New Release
    E

    EDUCBA

    Python Developer: From Basics to Case Studies

    Skills you'll gain: Cryptography, Object Oriented Design, Object Oriented Programming (OOP), File I/O, Encryption, Cryptographic Protocols, Data Structures, Program Development, Software Development, Model Evaluation, Automation, Model Training, Machine Learning Algorithms, Database Application, Plot (Graphics), Python Programming, Algorithms, Software Installation, Code Reusability, Functional Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    105 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Polynomials and Roots

    Skills you'll gain: Algebra, Advanced Mathematics, Applied Mathematics, Arithmetic, Deductive Reasoning, Analytical Skills, Mathematical Modeling, Geometry, Graphing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    174 reviews

    Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    Google Professional Cloud Architect Prep

    Skills you'll gain: Site Reliability Engineering, Infrastructure as Code (IaC), Google Cloud Platform, Dataflow, Application Deployment, Cloud Computing Architecture, Identity and Access Management, Cloud Infrastructure, Google App Engine, Kubernetes, Cloud Solutions, Cloud Services, Cloud Computing, Cloud Storage, Cloud Management, CI/CD, Cloud Security, Network Monitoring, Big Data, Load Balancing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 1 - 3 Months

  • N

    Nikolai Schuler

    Snowflake - Introduction Course

    Skills you'll gain: Data Warehousing, Data Transformation, Extract, Transform, Load, Data Infrastructure, Database Software, Data Import/Export, Database Management Systems, Query Languages, SQL, Cloud Computing Architecture, Data Management, Data Manipulation, Amazon S3, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Functional Programming Principles in Scala (Scala 2 version)

    Skills you'll gain: Scala Programming, Programming Principles, Data Structures, Functional Design, Object Oriented Programming (OOP), Object Oriented Design, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Arizona State University

    Digital Intelligence for Everyone

    Skills you'll gain: Intellectual Property, Cyber Attacks, Data Security, Safety and Security, Cybersecurity, Application Security, Security Software, Computer Security Awareness Training, Research, Content Creation, digital literacy, Media and Communications, Storytelling, Productivity, Digital Communications, Interpersonal Communications, Empathy & Emotional Intelligence, Personal Development, Self-Awareness, Digital Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    151 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Create a Project Management Tracker using Google Sheets

    Skills you'll gain: Google Sheets, Collaborative Software, Productivity Software, Organizational Skills, Spreadsheet Software, Project Management Software, Data Management, Project Management, Data Visualization, Presentations, Business

    4.6
    Rating, 4.6 out of 5 stars
    ·
    295 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Financial Management Capstone

    Skills you'll gain: Peer Review, Financial Management, Financial Modeling, Financial Data, Financial Statement Analysis, Financial Analysis, Financial Forecasting, Data Storytelling, Mergers & Acquisitions, Investments, Business Valuation, Case Studies, Risk Management, Corporate Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    138 reviews

    Intermediate · Course · 1 - 3 Months

  • B

    Ball State University

    Introduction to Programming

    Skills you'll gain: Program Development, Data Analysis, Programming Principles, Statistical Analysis, Computer Programming, Analytics, Python Programming, Natural Language Processing, Computer Science, Text Mining, NumPy, Data Processing, Code Reusability, Mathematical Software, Debugging, Computational Logic, Data Manipulation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Patterns, Prompt Engineering, Generative AI, Anthropic Claude, Generative Model Architectures, AI literacy, Responsible AI, ChatGPT, AI powered creativity, Data Ethics, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Deep Learning, Workforce Development, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    190 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Java App Development Project: Fundamentals, OOP & File I/O

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Persistence, Object Oriented Design, Java, Java Programming, Maintainability, Data Store, Software Design, Application Development, Data Import/Export, Data Management, Data Validation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    MapReduce with Hadoop: Analyze, Design & Deploy

    Skills you'll gain: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File I/O

    Mixed · Course · 1 - 3 Months

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

  • Python Developer: From Basics to Case Studies: EDUCBA
  • Algebra: Elementary to Advanced - Polynomials and Roots: Johns Hopkins University
  • Google Professional Cloud Architect Prep: LearnKartS
  • Snowflake - Introduction Course: Nikolai Schuler
  • Functional Programming Principles in Scala (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Digital Intelligence for Everyone: Arizona State University
  • Create a Project Management Tracker using Google Sheets: Coursera
  • Financial Management Capstone: University of Illinois Urbana-Champaign
  • Introduction to Programming: Ball State University
  • AI for Knowledge Workers: University of California, Davis

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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