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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


  • G

    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Data Persistence, Data Storage, General Networking, Network Security, Configuration Management

    4.7 stars, 1.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Simple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Logistic Regression, Regression Analysis, Statistical Methods, Statistical Analysis, Data Literacy, Epidemiology, Quantitative Research, Public Health, Statistical Modeling, Medical Science and Research, Public Health and Disease Prevention, Correlation Analysis, Statistics, Probability & Statistics, Statistical Inference, Risk Analysis, Risk Modeling

    4.7 stars, 391 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (391) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Linux Tools for Text Processing

    Skills you'll gain: grep, Linux Commands, Linux, Unix Commands, Unix Shell, Linux Administration, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Automation

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Irvine

    iOS Development for Creative Entrepreneurs

    Skills you'll gain: Swift Programming, Objective-C (Programming Language), iOS Development, Core Data (Software), Apple iOS, Video Game Development, Game Design, User Interface (UI), Model View Controller, JSON, User Interface (UI) Design, UI Components, Mobile Development, User Interface and User Experience (UI/UX) Design, OAuth, Memory Management, Responsive Web Design, Prototyping, Animation and Game Design, Human Computer Interaction

    4.5 stars, 710 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (710) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Detecting and Mitigating Cyber Threats and Attacks

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Incident Response, Cybersecurity, Threat Management, Data Security, Cyber Attacks, Incident Management, Security Controls, Network Security, Firewall, Security Software

    4.7 stars, 460 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (460) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Swift 5 iOS Application Developer

    Skills you'll gain: Core Data (Software), iOS Development, Model View Controller, Apple iOS, JSON, Swift Programming, Apple Xcode, Code Review, UI Components, Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Data Structures, Data Persistence, User Interface (UI), User Interface (UI) Design, Data Store, Application Development, Transaction Processing, Mobile Development

    4.4 stars, 913 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (913) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a Java

    Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Software Design, Programming Principles, Program Development, Software Documentation, Data Structures, Computational Logic, Memory Management

    4.1 stars, 942 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (942) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    LangGraph Framework

    Skills you'll gain: LangGraph, AI Orchestration, LangChain, AI Workflows, LLM Application, Agentic Workflows, Agentic systems, Generative AI Agents, Model Deployment, Large Language Modeling, Artificial Intelligence, Context Management, Data Persistence, Business Logic

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Tecnología musical con software libre

    Skills you'll gain: Music Theory, Music, Open Source Technology, Media Production, Musical Composition, Digital Signal Processing, Music History, Electronic Hardware, Electronic Components, Post-Production, Electronics, Digital Communications, Aesthetics, Hardware Design, Multimedia, Collaborative Software, Patch Management, Embedded Systems, System Configuration, Algorithms

    4.8 stars, 268 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (268) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    CISSP Certified Information Systems Security Professional

    Skills you'll gain: Identity and Access Management, Business Continuity, Cryptographic Protocols, Network Security, Cryptography, Encryption, User Provisioning, Security Management, Penetration Testing, ISO/IEC 27001, Threat Management, Network Performance Management, Information Systems Security, Network Architecture, Cyber Operations, Data Management, Software Development Methodologies, Cybersecurity, Configuration Management, White-Box Testing

    4.8 stars, 181 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra

    4.4 stars, 95 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (95) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google Cloud

    Feature Engineering em Português Brasileiro

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Tensorflow, Dataflow, Data Transformation, Data Pipelines, Data Processing, Keras (Neural Network Library), Data Store, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning

    4.5 stars, 15 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (15) · 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

  • Architecting with Google Kubernetes Engine: Workloads: Google Cloud
  • Simple Regression Analysis in Public Health: Johns Hopkins University
  • Linux Tools for Text Processing: University of California San Diego
  • iOS Development for Creative Entrepreneurs: University of California, Irvine
  • Detecting and Mitigating Cyber Threats and Attacks: University of Colorado System
  • Swift 5 iOS Application Developer: LearnQuest
  • Introducción a Java: Universidad Nacional Autónoma de México
  • LangGraph Framework: Coursera
  • Tecnología musical con software libre: Universidad Nacional Autónoma de México
  • CISSP Certified Information Systems Security Professional: Packt

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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