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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: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization

    3.4
    Rating, 3.4 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    P

    Pearson

    Integrated Marketing Communication

    Skills you'll gain: Integrated Marketing Communications, Marketing Communications, Promotional Strategies, Target Audience, Promotions and Campaigns, Advertising, Cross-Channel Marketing, Marketing Management, Product Promotion, Campaign Planning, Marketing, Online Advertising, Digital Advertising, Digital Media Strategy, Digital Marketing Campaigns, Target Market, Persona Development, Paid media, Public Relations, Digital Marketing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    M

    Microsoft

    Microsoft Purpose Driven Leadership

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Responsible AI, Strategic Leadership, Sustainability Reporting, Leadership and Management, Sustainability Standards, Smart Goals, Team Leadership, Key Performance Indicators (KPIs), Goal-Oriented, Strategic Communication, Analytics, Communication Planning, Power BI, Decision Making, Microsoft Copilot, Communication Strategies, Decision Tree Learning, Communication

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Salesforce Lightning Web Components for Modern UI

    Skills you'll gain: Salesforce Development, Visualforce, Development Environment, Application Development, UI Components, Web Components, Salesforce, Web Applications, Jest (JavaScript Testing Framework), Web Design and Development, JavaScript Frameworks, User Interface (UI), Application Programming Interface (API), Test Script Development, Restful API, Data Access, Cascading Style Sheets (CSS), Event-Driven Programming, Hypertext Markup Language (HTML)

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Jupyter, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Supervised Text Classification for Marketing Analytics

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Transfer Learning, Text Mining, Model Evaluation, Data-Driven Marketing, Predictive Modeling, Data Preprocessing, Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Embeddings

    Build toward a degree

    3.1
    Rating, 3.1 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Structure Lifecycle Marketing

    Skills you'll gain: Marketing Automation, Conversion Funnel Analysis, HubSpot CRM, Marketing Operations, Customer Relationship Management (CRM) Software, Marketing Effectiveness, Marketing Analytics, Data-Driven Marketing, Customer Retention, Customer Acquisition Management, Customer Analysis, Cross-Channel Marketing, Marketing, Customer Insights, Customer Communications Management, Target Audience, Communication Planning, Customer Engagement, Workflow Management, B2B Sales

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Advanced Linux Kernel Programming: Concurrency and Sync

    Skills you'll gain: System Programming, Linux Administration, Embedded Software, Linux, System Software, Linux Commands, Debugging, Linux Servers, Operating Systems, OS Process Management, Microarchitecture, Scalability, Memory Management, C (Programming Language), Hardware Architecture, Performance Tuning, Software Design, Data Integrity, Data Sharing

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Database Design and Basic SQL in PostgreSQL

    Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Systems, Database Theory, Database Management, Data Modeling, Databases, Database Management Systems, Query Languages, Data Integrity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: Free
    Free
    C

    Coursera

    Use Canva to Create Social Media Visuals for Business

    Skills you'll gain: Social Media Content, Social Media, Facebook, Content Creation, Marketing Materials, Social Media Marketing, Instagram, Dashboard, Graphic Design, Brand Management, Digital Marketing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.4K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    P

    Packt

    Concurrency in Java - Practical Multithreading - 2026

    Skills you'll gain: Java Programming, Java, OS Process Management, Maintainability, Performance Tuning, Scalability, Data Sharing, Software Design, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    K

    KodeKloud

    Complete LFCS Linux System Administrator Certification

    Skills you'll gain: Linux Administration, Linux, Linux Servers, Linux Commands, Remote Access Systems, Cryptographic Protocols, Web Servers, Scalability, Operating Systems, Scripting, Data Integrity

    Beginner · Specialization · 3 - 6 Months

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

  • Applied Machine Learning: Johns Hopkins University
  • Integrated Marketing Communication: Pearson
  • Microsoft Purpose Driven Leadership: Microsoft
  • Salesforce Lightning Web Components for Modern UI: Packt
  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Supervised Text Classification for Marketing Analytics: University of Colorado Boulder
  • Structure Lifecycle Marketing: Coursera
  • Advanced Linux Kernel Programming: Concurrency and Sync: Packt
  • Database Design and Basic SQL in PostgreSQL: University of Michigan
  • Use Canva to Create Social Media Visuals for Business: 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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