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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: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Security & Ethical Hacking: Attacking Web and AI Systems

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Exploitation techniques, Server Side, Application Security, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Data Security, LLM Application, Cyber Attacks, Security Awareness, Generative AI, Large Language Modeling, Generative AI Agents, Prompt Engineering

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Construction Equipment Maintenance & Safety

    Skills you'll gain: Accident Prevention, Safety Standards, Safety Training, Safety Audits, Maintenance, Repair, and Facility Services, Hazard Analysis, Emergency Response, Construction, Construction Engineering, Facility Repair And Maintenance, General Construction and Construction Labor, Waste Minimization, Sustainable Engineering, Personal protective equipment, Pollution Prevention, Real Time Data, Automation

    4.1
    Rating, 4.1 out of 5 stars
    ·
    10 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Systems Analyst Capstone Project 

    Skills you'll gain: Process Modeling, Systems Analysis, Database Design, Business Process Modeling, Process Flow Diagrams, System Testing, Process Mapping, Functional Requirement, Application Deployment, Business Analysis, Requirements Elicitation, Requirements Analysis, Development Testing, Data Management, System Design and Implementation, Software Design Documents, Stakeholder Management, Project Management, Data Visualization, Stakeholder Engagement

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Vertex AI Search for Commerce

    Skills you'll gain: Model Training, AI Personalization, AI Integrations, Data Integration, Google Cloud Platform, MLOps (Machine Learning Operations), Data Collection, Data Import/Export, Model Deployment, Model Evaluation, Continuous Monitoring, Application Programming Interface (API)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced IT Tools, Career Prep, and System Management

    Skills you'll gain: Linux Administration, Linux, Linux Servers, System Configuration, Linux Commands, Operating System Administration, Systems Administration, File Systems, Operating Systems, Virtualization, Data Sharing, Virtual Machines, Information Technology, Data Storage Technologies

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Azure ML: Deploying, Managing, and Experimenting with Models

    Skills you'll gain: Model Deployment, Responsible AI, Microsoft Azure, MLOps (Machine Learning Operations), Data Management, Model Optimization, Cloud Management, Model Training, Cloud Deployment, Data Store, Data Strategy, Applied Machine Learning, Model Evaluation, Scalability, Data Preprocessing, Feature Engineering, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    AZ-500: Microsoft Azure Security Technologies

    Skills you'll gain: Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Microsoft Azure, Cloud Security, Virtual Private Networks (VPN), Network Security, Vulnerability Assessments, Continuous Monitoring, Event Monitoring, Data Security, Key Management, Kubernetes, Cloud Management, Security Controls, User Provisioning, Hardening, Database Architecture and Administration, Remote Access Systems, User Accounts, Authorization (Computing)

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Generative Engine Optimization (GEO) Business Applications

    Skills you'll gain: Generative Engine Optimization (GEO), Content Optimization, Digital Media Strategy, Data-Driven Marketing, Marketing Analytics, Automation, Language Interpretation, Translation, and Studies

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Mastering Usability Testing: Techniques and Best Practices

    Skills you'll gain: Usability Testing, Usability, Software Testing, Software Quality (SQA/SQC), Test Planning, Human Centered Design, Technical Communication, User Experience Design, User Research, UI/UX Research, Quality Assurance, Verification And Validation, User Centered Design, Report Writing, Web Content Accessibility Guidelines, Stakeholder Engagement

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    AI-Enhanced Prospecting and Sales Techniques

    Skills you'll gain: Sales Presentation, Customer Analysis, Sales Strategy, Microsoft Copilot, Sales Presentations, Sales Development, Sales, Sales Process, Prompt Engineering, Personalized Campaigns, Customer Insights, Customer Relationship Management (CRM) Software, Sales Prospecting, Overcoming Objections, Selling Techniques, Prospecting and Qualification, AI Personalization, Account Strategy, Lead Generation, Presentations

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Framework Development and Integration

    Skills you'll gain: Version Control, Git (Version Control System), Selenium (Software), Test Automation, Jenkins, Test Script Development, Software Versioning, Continuous Integration, Test Tools, Continuous Delivery, Test Data, Test Case, Software Testing, CI/CD, Code Reusability, Command-Line Interface, File I/O

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    AWS Visualization, Security, and Exam Preparation

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Data Visualization, Data Presentation, Dashboard, Amazon Web Services, Interactive Data Visualization, Data Visualization Software, Dashboard Creation, Amazon Redshift, Big Data, Cloud Security, Security Controls, Encryption, Applied Machine Learning, Amazon Elastic Compute Cloud, Key Management, Cloud-Based Integration, Data Integration, Predictive Modeling

    Advanced · Course · 1 - 3 Months

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

  • Security & Ethical Hacking: Attacking Web and AI Systems: University of Colorado Boulder
  • Construction Equipment Maintenance & Safety: L&T EduTech
  • Systems Analyst Capstone Project : IBM
  • Vertex AI Search for Commerce: Google Cloud
  • Advanced IT Tools, Career Prep, and System Management: Packt
  • Azure ML: Deploying, Managing, and Experimenting with Models: Whizlabs
  • AZ-500: Microsoft Azure Security Technologies: Packt
  • Generative Engine Optimization (GEO) Business Applications: Edureka
  • Mastering Usability Testing: Techniques and Best Practices: Board Infinity
  • AI-Enhanced Prospecting and Sales Techniques: 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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