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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


  • B

    Board Infinity

    Building Applications with Spring Boot and MVC Architecture

    Skills you'll gain: Software Documentation, Java, API Design, Back-End Web Development, Application Deployment, Databases, Data Persistence

    3.5
    Rating, 3.5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    UX Research and Information Architecture 

    Skills you'll gain: Information Architecture, UI/UX Research, Design Research, User Interface and User Experience (UI/UX) Design, Persona Development, Usability, Qualitative Research, Usability Testing, Surveys, Prototyping, Tree Maps, Interviewing Skills

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Intermediate · 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, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: PyTorch (Machine Learning Library), Distributed Computing, Data Pipelines, Performance Tuning, MLOps (Machine Learning Operations), Deep Learning, AI Workflows, Model Evaluation, Scalability, LLM Application, Hardware Architecture, Machine Learning, Computer Architecture

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    AI Ethics, Responsible Use, and Creativity

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Generative AI, Creativity, Ethical Standards And Conduct, Risk Management Framework, Environmental Issue, Trustworthiness, Analysis, Intellectual Property, Leadership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Essential Cloud Infrastructure: Core Services en Español

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Cloud Management, Data Storage, Cloud Storage, Security Controls, Authorization (Computing), System Monitoring, Encryption, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    256 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Advanced Django: Introduction to Django Rest Framework

    Skills you'll gain: Django (Web Framework), Postman API Platform, Restful API, Data Validation, Authentications, Authorization (Computing), Application Programming Interface (API), API Design, JSON, API Testing, Object-Relational Mapping, Model View Controller, Python Programming, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Advanced · Course · 1 - 4 Weeks

  • S

    Saïd Business School, University of Oxford

    Designing the Future of Finance

    Skills you'll gain: FinTech, Financial Inclusion, Financial Services, Mobile Banking, Banking Services, Data Sharing, Financial Regulation, Application Programming Interface (API), Financial Data, Banking, Payment Systems, International Finance, Retail Banking, API Design, Finance, Interoperability, Open Source Technology, Strategic Thinking, Data Access, General Data Protection Regulation (GDPR)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Account Manager with Generative AI

    Skills you'll gain: Key Performance Indicators (KPIs), Budget Management, Productivity Software, Performance Analysis, Financial Management, Financial Data, Administrative Support, Sales Process, Account Strategy, Customer Relationship Management (CRM) Software, Data Analysis, Account Management, Customer Service, Microsoft Copilot, Client Services, Content Management, Microsoft 365, Relationship Building, Customer Insights, Generative AI

    Advanced · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Detect, Respond, and Recover from Cloud Cybersecurity Attacks

    Skills you'll gain: Intrusion Detection and Prevention, Computer Security Incident Management, Cyber Threat Hunting, Cyber Attacks, Cybersecurity, Cyber Operations, Continuous Monitoring, Event Monitoring, Disaster Recovery, Incident Management, Security Information and Event Management (SIEM), Threat Detection, Cloud Security, Security Controls, Threat Management, System Monitoring, IT Automation, Record Keeping, Problem Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    CompTIA Cybersecurity Analyst (CySA+) CS0-003

    Skills you'll gain: Computer Security Incident Management, Vulnerability Assessments, Cybersecurity, Cyber Threat Intelligence, Cyber Attacks, Security Management, Cyber Threat Hunting, Information Systems Security, Threat Detection, Data Security, Network Security, Cyber Security Strategy, DevSecOps, Continuous Monitoring, Malware Protection, Cloud Security, Cyber Security Assessment, Risk Management Framework, Encryption, Authentications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Building Applications with Spring Boot and MVC Architecture: Board Infinity
  • UX Research and Information Architecture : IBM
  • Statistical Learning for Engineering Part 2: Northeastern University
  • Linear Regression with R: Build & Optimize: EDUCBA
  • Accelerate Model Training with PyTorch 2.X: Packt
  • AI Ethics, Responsible Use, and Creativity: University of Michigan
  • Essential Cloud Infrastructure: Core Services en Español: Google Cloud
  • Advanced Django: Introduction to Django Rest Framework: Codio
  • Designing the Future of Finance: Saïd Business School, University of Oxford
  • Microsoft Account Manager with Generative AI: Microsoft

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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