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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


  • P

    Peking University

    算法设计与分析 Design and Analysis of Algorithms

    Skills you'll gain: Algorithms, Pseudocode, Mathematical Modeling, Computational Thinking, Mathematics and Mathematical Modeling, Theoretical Computer Science, Applied Mathematics, Combinatorics, Mathematical Theory & Analysis, Graph Theory, Data Structures, Design Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    React Native: Developing Android and iOS Apps

    Skills you'll gain: React Native, Mobile Development, iOS Development, Android Development, UI Components, Cross Platform Development, React Redux, Application Development, React.js, Development Environment, Debugging, Context Management, Software Development, Data Persistence, Performance Tuning, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Track and Evaluate ML Model Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Git (Version Control System), Data Management, Performance Testing, Dashboard, Machine Learning, Scripting, Performance Analysis, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Computational Thinking & Block Programming in K-12 Education

    Skills you'll gain: Debugging, Computer Programming Tools, Algorithms, Programming Principles, Computational Thinking, Digital pedagogy, Program Development, Technical Communication, Computer Programming, Education Software and Technology, Event-Driven Programming, Code Review, Diversity Equity and Inclusion Initiatives, Computer Science, Software Documentation, Brainstorming, Data Structures, Student Engagement, Visualization (Computer Graphics), Game Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California, Irvine

    The Blockchain System

    Skills you'll gain: Blockchain, Data Sharing, Cryptography, Transaction Processing, Fraud detection, Distributed Computing, FinTech, Systems Architecture, Emerging Technologies, Software Versioning, Data Validation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Improving Math Engagement with Prodigy

    Skills you'll gain: Education Software and Technology, Mathematics Education

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • R

    Red Hat

    Advanced Application Management with Red Hat OpenShift

    Skills you'll gain: OpenShift, Kubernetes, Application Deployment, Cloud Applications, Scalability, Containerization, Cloud Development, Development Environment, Cloud Platforms, Cloud Computing, YAML, PostgreSQL, Debugging, Git (Version Control System)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    72 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Foundations of Digital Marketing

    Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Model Evaluation, Digital Marketing, Apache Hadoop, Data-Driven Decision-Making, Digital Advertising, Return On Investment, A/B Testing, Machine Learning Methods, Advertising, Analytics, Social Media Strategy, Marketing Automation, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California, Davis

    Interactivity with JavaScript and jQuery

    Skills you'll gain: Javascript and jQuery, jQuery, Scripting, Scripting Languages, Javascript, UI Components, Web Development Tools, Game Design, Object Oriented Programming (OOP), Event-Driven Programming, Animations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Mixed · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Build and Execute an Organisational AI Strategy

    Skills you'll gain: AI Enablement, Responsible AI, Generative AI, Organizational Strategy, Strategic Leadership, Business Strategy, Artificial Intelligence, Governance, Regulation and Legal Compliance, Innovation, Operational Efficiency, Performance Improvement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    197 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDHEC Business School

    Climate Aware Investing

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Portfolio Management, Investment Management, Climate Change Mitigation, Finance, Asset Management, Financial Market, Climate Change Adaptation, Investments, Risk Management, Performance Analysis, Sustainable Business, Equities, Risk Analysis, Environmental Regulations, Economics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 3 Months

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

  • 算法设计与分析 Design and Analysis of Algorithms: Peking University
  • React Native: Developing Android and iOS Apps: SkillUp
  • Track and Evaluate ML Model Experiments: Coursera
  • Computational Thinking & Block Programming in K-12 Education: University of California San Diego
  • The Blockchain System: University of California, Irvine
  • Improving Math Engagement with Prodigy: Coursera
  • Advanced Application Management with Red Hat OpenShift: Red Hat
  • Foundations of Digital Marketing: University of Maryland, College Park
  • Interactivity with JavaScript and jQuery: University of California, Davis
  • Statistical Learning for Engineering Part 2: Northeastern University

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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