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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: Preview
    Preview
    I

    Illinois Tech

    Introduction to Data Networks and the Internet - Bachelor's

    Skills you'll gain: Network Troubleshooting, Network Security, OSI Models, Network Monitoring, Network Architecture, Computer Networking, TCP/IP, General Networking, Local Area Networks, Network Analysis, Network Protocols, Network Infrastructure, Software-Defined Networking, Network Administration, Networking Hardware, Network Switches

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Serverless Data Processing with Dataflow: Operations - 日本語版

    Skills you'll gain: Dataflow, Data Pipelines, Site Reliability Engineering, Data Processing, Debugging, Performance Tuning, CI/CD, Unit Testing, Data Transformation, Serverless Computing, Google Cloud Platform, Disaster Recovery, Integration Testing

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - Français

    Skills you'll gain: Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Sharing, Metadata Management, Data Processing, Data Lakes, Data Import/Export, Data Infrastructure, Data Pipelines, Data Integration, Data Warehousing, Cloud Storage, Big Data, Data Storage, Data Transformation, Serverless Computing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Analysis and Visualization with Generative AI in Excel

    Skills you'll gain: Microsoft Excel, Data Storytelling, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Data Analysis, Report Writing, Data-Driven Decision-Making, Business Reporting, Forecasting, Data Manipulation, Trend Analysis, Generative AI Agents, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Building Batch Data Pipelines on Google Cloud - 한국어

    Skills you'll gain: Data Pipelines, Dataflow, Extract, Transform, Load, Data Lakes, Data Warehousing, Google Cloud Platform, Apache Spark, Apache Hadoop, Big Data, Data Processing, Business Intelligence Software, Cloud Storage, Data Quality, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Connect and Configure Data for your AppSheet App

    Skills you'll gain: Google Sheets, Data Mapping, Data Integration, Database Application, Cloud Applications, No-Code Development, Relational Databases, Google Cloud Platform, Data Management

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    Nanjing University

    用Python玩转数据 Data Processing Using Python

    Skills you'll gain: Data Analysis, Statistical Analysis, Financial Data, Data Presentation, Data Processing, User Interface (UI), Object Oriented Programming (OOP), Data Capture, Pandas (Python Package), NumPy, Python Programming, Graphical Tools, Data Manipulation, Matplotlib, Data Preprocessing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.6K reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    De-identifying DICOM Data with the Healthcare API

    Skills you'll gain: Cloud API, Google Cloud Platform, Data Store, Medical Privacy, Application Programming Interface (API), Health Informatics, Health Information Management, Data Import/Export, Cloud Computing, Data Security, Medical Imaging

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    P

    Packt

    End-to-End ASP.NET Core - PostgreSQL Data Stores & Azure Services

    Skills you'll gain: ASP.NET, Cloud Deployment, Application Deployment, Microsoft Azure, Multi-Tenant Cloud Environments, Cloud Applications, Full-Stack Web Development, User Interface (UI) Design, PostgreSQL, Web Applications, User Interface (UI), Object-Relational Mapping, Database Development, Cloud Services, Database Management, Development Environment, Authentications

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Offloading Financial Mainframe Data into BigQuery and Elastic Search

    Skills you'll gain: Dashboard, Kibana, Google Cloud Platform, Cloud Computing, Data Import/Export, Financial Data, Mainframe Computing, Dataflow, Big Data, Exploratory Data Analysis, SQL, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Working with Onscreen Data in a Flutter Application

    Skills you'll gain: Flutter (Software), Mobile Development, Cross Platform Development, Apple iOS, Android Development, UI Components, Web Development Tools

    Beginner · Project · Less Than 2 Hours

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1…130131132…791

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

  • Introduction to Data Networks and the Internet - Bachelor's: Illinois Tech
  • Serverless Data Processing with Dataflow: Operations - 日本語版 : Google Cloud
  • Introduction to Data Engineering on Google Cloud - Français: Google Cloud
  • Data Analysis and Visualization with Generative AI in Excel: Microsoft
  • Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
  • Building Batch Data Pipelines on Google Cloud - 한국어: Google Cloud
  • Connect and Configure Data for your AppSheet App: Google Cloud
  • 用Python玩转数据 Data Processing Using Python: Nanjing University
  • De-identifying DICOM Data with the Healthcare API: Google Cloud
  • End-to-End ASP.NET Core - PostgreSQL Data Stores & Azure Services: Packt

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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