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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


  • A

    Amazon

    Full Stack Web Development

    Skills you'll gain: Full-Stack Web Development, Restful API, Cloud Deployment, Frontend Integration, Front-End Web Development, Web Design and Development, Web Services, Cloud Development, Application Deployment, Cloud Applications, Web Development, Spring Framework, Amazon Web Services, HTML and CSS, Data Persistence, Application Programming Interface (API), Server Side, Web Applications, Back-End Web Development, Javascript

    4 stars, 57 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (57) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Algorithms, Scalability

    4.9 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (11) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 1

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, Generative AI, Generative Model Architectures, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Applied Digital Literacy

    Skills you'll gain: Digital Design, digital literacy, Infographics, Content Creation, Graphic Design, Digital Publishing, Brainstorming, Planning, Information Management, Research, Literacy, Lifelong Learning, Critical Thinking, Investigation, Digital Communications, Multimedia, Peer Review, Communication, Design Thinking, Ethical Standards And Conduct

    4.8 stars, 369 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (369) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    4.8 stars, 123 reviews, Intermediate, Professional Certificate, 1 - 3 Months

    ★ 4.8 (123) · Intermediate · Professional Certificate · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Introduction to Machine Learning: Art of the Possible

    Skills you'll gain: Business Leadership, Strategic Leadership, Strategic Decision-Making, Business Transformation, Applied Machine Learning, Business Strategy, Business Planning, AI Enablement, Leadership and Management, Machine Learning, Process Development, Decision Making, Technology Roadmaps

    4.4 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (27) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Glasgow

    Clinical Decision Support Systems

    Skills you'll gain: Model Evaluation, Data Ethics, Federated Learning, Responsible AI, AI Security, Medical Privacy, Decision Intelligence, Machine Learning, Statistical Machine Learning, Decision Support Systems, Machine Learning Methods, Predictive Modeling, Healthcare Ethics, Information Privacy, Health Equity, Deep Learning, Data Loss Prevention, Human Centered Design

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    SkillUp

    Getting Started with Tableau

    Skills you'll gain: Dashboard, Data Storytelling, Dashboard Creation, Data Presentation, Data Visualization Software, Tableau Software, Data Visualization, Interactive Data Visualization, Real Time Data, Data Manipulation, Data Integration, Data Import/Export, Data Cleansing, Data Analysis

    4.5 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (53) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Model Training, Data Preprocessing, Performance Analysis, Predictive Modeling, Machine Learning Methods, Data Pipelines, Analysis, Data Transformation, Technical Writing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Real-Time Embedded Systems Concepts and Practices

    Skills you'll gain: Embedded Software, Electronic Hardware, Electronic Systems, Electrical and Computer Engineering, Service Level, System Configuration

    3.9 stars, 98 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (98) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Java Programming: Build a Recommendation System

    Skills you'll gain: Software Design, Maintainability, Code Reusability, Program Development, Java, Java Programming, AI Personalization, Object Oriented Programming (OOP), Data Structures, Algorithms, File I/O, Hypertext Markup Language (HTML)

    4.7 stars, 660 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (660) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Full Stack Web Development: Amazon
  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • Quick Start Guide to Large Language Models (LLMs): Unit 1: Pearson
  • Applied Digital Literacy: The State University of New York
  • PyTorch for Deep Learning: DeepLearning.AI
  • Introduction to Machine Learning: Art of the Possible: Amazon Web Services
  • Clinical Decision Support Systems: University of Glasgow
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Getting Started with Tableau: SkillUp
  • Engineer Features and Evaluate Models for Production: 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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