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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: New
    New
    Status: Free Trial
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    Coursera

    AI-Powered Market Research and Survey Design

    Skills you'll gain: Qualitative Research, General Data Protection Regulation (GDPR), Sampling (Statistics), Data Ethics, Market Research, Focus Group, Interviewing Skills, Sample Size Determination, Statistical Methods, Data Collection, Statistical Analysis, Data Analysis, Heat Maps, No-Code Development, Return On Investment, AI Integrations

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Model Training, Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Preprocessing, Data Import/Export, Machine Learning, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    100 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    The Hong Kong University of Science and Technology

    Business English for Non-Native Speakers

    Skills you'll gain: Business Writing, Business Correspondence, Interviewing Skills, Business Communication, Case Studies, Business Ethics, Data Visualization, Oral Expression, English Language, Language Competency, Presentations, Target Audience, Report Writing, Writing, Business Analysis, Analysis, Communication Strategies, Verbal Communication Skills, Intercultural Competence, Communication

    4.5
    Rating, 4.5 out of 5 stars
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    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Advanced Topics and Future Trends in Database Technologies

    Skills you'll gain: NoSQL, Data Warehousing, Database Management Systems, Database Systems, Database Architecture and Administration, Database Administration, Database Management, Databases, Database Software, Data Store, Relational Databases, Big Data, Data Architecture, Transaction Processing, Scalability

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    82 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Tweet Emotion Recognition with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Model Optimization, Python Programming, Model Training, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    174 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Coursera

    Building AI Agents: Automation and NLP Foundations

    Skills you'll gain: CrewAI, Agentic Workflows, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Orchestration, Artificial Intelligence, Agentic systems, Automation, LLM Application, AI literacy, Model Evaluation, Innovation

    4.5
    Rating, 4.5 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    SAS

    SAS Machine Learning Engineer

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Classification And Regression Tree (CART), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Model Training, Supervised Learning, Decision Tree Learning, Probability & Statistics, Data Processing, Machine Learning Software, Statistical Software, Machine Learning Methods, Process Modeling, Machine Learning, Correlation Analysis, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    105 reviews

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    IESE Business School

    Claves de la Dirección de Empresas

    Skills you'll gain: Strategic Marketing, Financial Statement Analysis, Income Statement, Financial Statements, People Management, Accounting, Team Performance Management, Balance Sheet, Financial Data, Financial Accounting, Marketing Strategies, Marketing Planning, Leadership Development, Financial Acumen, Marketing, Accrual Accounting, Marketing Strategy and Techniques, Team Management, Case Studies, Financial Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    3.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Introduction to R: Basic R syntax

    Skills you'll gain: R (Software), R Programming, Computational Logic, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
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    52 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    C# Programming for Unity Game Development

    Skills you'll gain: Object Oriented Design, Unity Engine, Object Oriented Programming (OOP), Debugging, Video Game Development, Software Design Patterns, Data Structures, C# (Programming Language), Software Design, Game Design, Prototyping, Programming Principles, Code Reusability, Graph Theory, Computer Programming, Data Management, Event-Driven Programming, Code Review, Software Architecture, Application Design

    4.6
    Rating, 4.6 out of 5 stars
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    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
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    Packt

    Lodash Essentials 2026 - Practical Utility Library Guide

    Skills you'll gain: Frontend Performance, Javascript, Data Structures, Software Installation, Data Mapping, Maintainability, Functional Testing

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • AI-Powered Market Research and Survey Design: Coursera
  • Interpretable Machine Learning Applications: Part 1: Coursera
  • Business English for Non-Native Speakers: The Hong Kong University of Science and Technology
  • Advanced Topics and Future Trends in Database Technologies: University of Colorado Boulder
  • Tweet Emotion Recognition with TensorFlow: Coursera
  • Building AI Agents: Automation and NLP Foundations: Coursera
  • SAS Machine Learning Engineer: SAS
  • Claves de la Dirección de Empresas: IESE Business School
  • Introduction to R: Basic R syntax: Coursera
  • C# Programming for Unity Game Development: University of Colorado System

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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