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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


  • C

    Coursera

    Validate, Analyze, and Monitor ML Models

    Skills you'll gain: Verification And Validation, Release Management, Maintainability, Experimentation, Performance Testing, Benchmarking, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Income Features in ProfitBooks

    Skills you'll gain: Order Management, Order Entry, Sales Process, Order Processing, Accounting Software, Customer Relationship Management, Inventory Control, Small Business Accounting, Inventory Management System, Customer Relationship Management (CRM) Software, Financial Reporting, Accounts Receivable, Invoicing, Cloud Security, Sales, Amazon Web Services, Management Reporting, Business Reporting, Accounting, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    Migrating SAP Workloads to AWS

    Skills you'll gain: Digital Transformation, Amazon Web Services, SAP Applications, Cost Reduction, Data Migration, Cloud Solutions, Performance Improvement, Cloud Hosting, Amazon Elastic Compute Cloud, Cloud Management, Cloud Services, Cloud Deployment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    34 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Improve Accuracy with ML Ensemble Methods

    Skills you'll gain: Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Java Programming, Sampling (Statistics), Statistical Machine Learning, Model Evaluation, Supervised Learning, Machine Learning Methods, Model Training, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fred Hutchinson Cancer Center

    Avoiding AI Harm

    Skills you'll gain: Responsible AI, ChatGPT, Data Ethics, Generative AI, AI literacy, Social Justice, Artificial Intelligence, Ethical Standards And Conduct, Model Evaluation, Informed Consent, Verification And Validation, Case Studies, Mitigation, Algorithms, Data Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Essential Dashboarding & Storytelling Techniques

    Skills you'll gain: Dashboard, Dashboard Creation, Tableau Software, Interactive Data Visualization, Data Storytelling, Data Presentation, Data Visualization Software, Statistical Visualization, Business Analytics, Marketing Analytics

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Web Development in React.js: Build a Web App

    Skills you'll gain: React.js, Cascading Style Sheets (CSS), JavaScript Frameworks, UI Components, Code Reusability, Restful API, HTML and CSS, Web Applications, Web Development, Javascript, Application Development, Computer Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    AI & Python Development Megaclass

    Skills you'll gain: Supervised Learning, Model Optimization, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Statistical Machine Learning, Recurrent Neural Networks (RNNs), Object Oriented Design, Convolutional Neural Networks, Machine Learning Methods, Plot (Graphics), Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Python Programming, Deep Learning

    Beginner · Specialization · 3 - 6 Months

  • I

    Infosec

    OT/ICS Certified Security Professional Prep

    Skills you'll gain: Hardening, Incident Response, Vulnerability Assessments, Cyber Security Assessment, Security Strategy, Security Controls, Computer Security Incident Management, Infrastructure Security, Security Testing, Control Systems, Information Systems Security, Penetration Testing, Cyber Security Strategy, Cyber Attacks, Risk Analysis, Operational Risk, Data Security, Risk Management Framework, Risk Management, Operational Databases

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    ISTQB Usability Tester Certification Preparation

    Skills you'll gain: Usability Testing, Usability, Human Centered Design, Software Testing, Surveys, User Experience Design, Software Quality (SQA/SQC), Survey Creation, Test Planning, Technical Communication, UI/UX Research, User Research, User Centered Design, Web Content Accessibility Guidelines, Report Writing, User Experience, Risk Management Framework, Stakeholder Engagement, Law, Regulation, and Compliance

    3.1
    Rating, 3.1 out of 5 stars
    ·
    10 reviews

    Advanced · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Python Basics: Learn, Apply & Build Programs

    Skills you'll gain: Software Installation, Code Reusability, Functional Design, Programming Principles, Data Validation, Python Programming, Program Development, Scripting, Software Design, Computational Thinking, Development Environment, Computational Logic, Computer Programming, Algorithms, Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Gestión de productos digitales: Fundamentos modernos

    Skills you'll gain: Product Management, New Product Development, Product Development, Product Lifecycle Management, Product Improvement, Product Marketing, Innovation, Product Planning, Business Modeling, Stakeholder Engagement, Sales Presentations, Leadership and Management, Customer Engagement, Cross-Functional Collaboration, Customer Insights, Customer Analysis, Data-Driven Decision-Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Validate, Analyze, and Monitor ML Models: Coursera
  • Income Features in ProfitBooks: Coursera
  • Migrating SAP Workloads to AWS: Amazon Web Services
  • Improve Accuracy with ML Ensemble Methods: Coursera
  • Avoiding AI Harm: Fred Hutchinson Cancer Center
  • Essential Dashboarding & Storytelling Techniques: University of Colorado Boulder
  • Web Development in React.js: Build a Web App: Coursera
  • AI & Python Development Megaclass: Packt
  • OT/ICS Certified Security Professional Prep: Infosec
  • ISTQB Usability Tester Certification Preparation: Board Infinity

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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