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Big Data Analytics Courses

Big Data Analytics courses can help you learn data mining, statistical analysis, data visualization, and predictive modeling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Apache Hadoop, Spark, and Tableau, that support processing large datasets and visualizing trends, allowing you to apply your analytical skills in various business contexts.


More to explore:

Popular Big Data Analytics Courses and Certifications


  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service

    Skills you'll gain: Data Migration, MySQL, Amazon Web Services, Data Import/Export, Google Cloud Platform, Databases, Relational Databases

    4.1
    Rating, 4.1 out of 5 stars
    ·
    23 reviews

    Advanced · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    Alibaba Cloud Academy

    Cloud Computing Fundamentals on Alibaba Cloud

    Skills you'll gain: Relational Databases, Load Balancing, Cloud Computing, Database Management, Cloud Infrastructure, Cloud Computing Architecture, Cloud Security, Data Security, Servers, Cloud Storage, Data Storage Technologies, Scalability, Encryption, Disaster Recovery

    4.7
    Rating, 4.7 out of 5 stars
    ·
    100 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Docker (Software), Cloud Infrastructure, Scalability, Prompt Engineering, MLOps (Machine Learning Operations), AI Orchestration, Large Language Modeling, AI Security, Performance Tuning, Continuous Deployment, Continuous Monitoring, Development Environment, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Design Thinking: Ideas to Action

    Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Innovation, Product Development, Human Centered Design, Product Design, Strategic Thinking, New Product Development, User Feedback, Prioritization, Customer experience improvement, Stakeholder Engagement, Data-Driven Decision-Making, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    76 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, Consumer Lending, Commercial Lending, Loan Documentation, Workflow Management, Generative AI, Regulatory Compliance, AI Enablement, Customer Communications Management, Credit Risk, Financial Services, Business Process Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    CompTIA Security+ (SY0-701)

    Skills you'll gain: IT Security Architecture, Incident Response, Endpoint Security, Zero Trust Network Access, Risk Analysis, Network Security, Risk Mitigation, Cyber Governance, Compliance Auditing, Event Monitoring, Application Security, Cyber Security Policies, Cyber Risk, Computer Security, Governance, Data Security, Information Systems Security, Infrastructure Security, Mobile Security, Risk Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Precalculus: Periodic Functions

    Skills you'll gain: Trigonometry, Systems Of Measurement, Geometry, Mathematical Modeling, Graphing, Algebra, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Create Employee Management System with When I Work

    Skills you'll gain: Applicant Tracking Systems, Workforce Management, Talent Acquisition, Talent Management, Staff Management, Payroll, Team Management, Timelines, Data Entry, Scheduling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    223 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    H

    Heriot-Watt University

    Learn Java Programming

    Skills you'll gain: Object Oriented Programming (OOP), Java, Java Programming, Computer Programming, Application Development, Programming Principles, Computational Logic, Software Development, Debugging, Data Structures

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Introduction to AI and Machine Learning

    Skills you'll gain: AWS SageMaker, Data Preprocessing, Computer Vision, Natural Language Processing, Machine Learning, Data Wrangling, Reinforcement Learning, Artificial Intelligence, Model Deployment

    4.4
    Rating, 4.4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Leveraging Generative AI for Social Impact Organizations

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Workflows, Generative AI, Data Ethics, Social Impact, Self Service Technologies, Artificial Intelligence, LLM Application, Business Strategy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

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

  • Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service: Google Cloud
  • Cloud Computing Fundamentals on Alibaba Cloud: Alibaba Cloud Academy
  • GenAI Model Development and Production Engineering: Starweaver
  • Design Thinking: Ideas to Action: University of Virginia
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • CompTIA Security+ (SY0-701): Packt
  • Precalculus: Periodic Functions: Johns Hopkins University
  • Create Employee Management System with When I Work: Coursera
  • Learn Java Programming: Heriot-Watt University
  • AI Ethics, Responsible Use, and Creativity: University of Michigan

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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