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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: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    SQL at Scale: Querying, Transforming, and Governing

    Skills you'll gain: Security Architecture Review, Root Cause Analysis, Data Quality, Data Management, Azure Synapse Analytics, Data Validation, Data Integrity, Data Pipelines, Performance Tuning, Data Security, SQL, Database Development, System Monitoring, Extract, Transform, Load, Data Maintenance, Time Series Analysis and Forecasting, Data Governance, Query Languages, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Automation

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    841 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Collaboration & Sharing

    Skills you'll gain: Timelines, Peer Review, Microsoft Visio, User Feedback, Project Schedules, Milestones (Project Management), Collaborative Software, Editing, Microsoft PowerPoint, Diagram Design, Data Visualization, Constructive Feedback, Presentations, Project Documentation, Document Management, Verification And Validation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Applied Mathematics, Python Programming, Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    274 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Power BI Connectivity, AI Integration & Reporting

    Skills you'll gain: Responsible AI, Power BI, Power Platform Architecture & Technical Design, Data Lakes, Data Ethics, Microsoft Copilot, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Linux Kernel Programming: Concurrency and Sync

    Skills you'll gain: System Programming, Linux Administration, Embedded Software, Linux, System Software, Linux Commands, Debugging, Linux Servers, Operating Systems, OS Process Management, Microarchitecture, Scalability, Memory Management, C (Programming Language), Hardware Architecture, Performance Tuning, Software Design, Data Integrity, Data Sharing

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Scalable Node.js: Advanced Patterns & Integration

    Skills you'll gain: Containerization, Kubernetes, Cloud-Native Computing, Node.JS, Distributed Computing, Load Balancing, Scalability, Microservices, API Gateway, Redis, Cloud Deployment, Systems Architecture, Software Architecture, Web Applications, Event-Driven Programming, Javascript, Maintainability, Performance Tuning, OS Process Management, Development Testing

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    ESSEC Business School

    Strategic Business Analytics

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Business Analytics, Statistical Programming, Forecasting, Peer Review, Statistical Methods, Data Presentation, Predictive Analytics, Customer Analysis, Case Studies, R (Software), Information Technology, Analytical Skills, Digital Transformation, Business Marketing, Advanced Analytics, Complex Problem Solving, Data Synthesis, R Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.3K reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
    New
    G

    Google Cloud

    エンタープライズ データベースを使用した AI エージェントの構築

    Skills you'll gain: Model Context Protocol, Secure Coding, Operational Databases, Databases, Vector Databases, AI Integrations, Embeddings, Database Architecture and Administration, Tool Calling, SQL, Query Languages, Agentic Workflows, AI Orchestration, Generative AI Agents, LLM Application, Retrieval-Augmented Generation, Agentic systems, Application Deployment

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Data Analysis, Python Programming, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Crea agentes de IA con bases de datos empresariales

    Skills you'll gain: Model Context Protocol, Tool Calling, AI Integrations, Vector Databases, Agentic Workflows, Database Architecture and Administration, AI Security, LLM Application, Operational Databases, SQL, Generative AI Agents, Databases, Query Languages, Data Access, Embeddings, Retrieval-Augmented Generation, Agentic systems, System Implementation, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Mastering Visual Studio 2022

    Skills you'll gain: Microsoft Visual Studio, Unit Testing, Performance Tuning, Test Driven Development (TDD), Continuous Integration, Git (Version Control System), Cross Platform Development, Debugging, Microsoft Development Tools, CI/CD, Development Testing, Microsoft Azure, Cloud-Based Integration, Integrated Development Environments, Cloud Deployment, GitHub, Visual Basic (Programming Language), C# (Programming Language), ASP.NET, Web Development

    Advanced · Course · 3 - 6 Months

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

  • SQL at Scale: Querying, Transforming, and Governing: Coursera
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Collaboration & Sharing: Microsoft
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Power BI Connectivity, AI Integration & Reporting: Edureka
  • Advanced Linux Kernel Programming: Concurrency and Sync: Packt
  • Scalable Node.js: Advanced Patterns & Integration: Packt
  • Strategic Business Analytics: ESSEC Business School
  • エンタープライズ データベースを使用した AI エージェントの構築: Google Cloud
  • Network Modeling and Analysis in Python: 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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