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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


  • E

    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Data Analysis, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment, Case Studies

    4.7 stars, 31 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (31) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Data Structures & Algorithms in Java + 150 Leetcode Problems

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computational Thinking, Theoretical Computer Science, Computer Programming, Software Design Patterns, Problem Solving, Solution Design, Applied Mathematics, Geometry

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Git, Docker & CI/CD: DevOps Foundations for Data Engineers

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), Configuration Management, Correlation Analysis, CI/CD, Docker (Software), GitHub, Data Strategy, Collaborative Software, Git (Version Control System), Containerization, Cloud Infrastructure, Data Security, Data Pipelines, Version Control, Continuous Deployment, Continuous Integration, Devops Tools, Kubernetes, Scalability

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Data Structures and Algorithms in JavaScript

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computer Programming, Theoretical Computer Science, Computational Thinking, Javascript, Memory Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Deutsch

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Data-Driven Marketing, Analytics, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Personalized Campaigns, Predictive Modeling, LLM Application, Forecasting

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Industrial IoT Devices, Data Flow, & Security

    Skills you'll gain: Internet Of Things, Control Systems, Cybersecurity, Firewall, Cyber Security Strategy, Interoperability, Network Security, Dataflow, IT Security Architecture, Process Control, Network Protocols, Enterprise Resource Planning, Systems Integration, Automation, Data Flow Diagrams (DFDs), Cloud-Based Integration, Software Systems, Security Management, Data Integration

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Azure Data Storage, Security, and Performance Optimization

    Skills you'll gain: Microsoft Azure, Cloud Management, Cloud Security, Azure DevOps, Cloud Services, Cloud Storage, Cloud Computing, Cloud Applications, Azure Active Directory, Data Store, Authentications, Application Performance Management, Data Storage, Identity and Access Management, NoSQL, Redis, Performance Tuning, Authorization (Computing), System Monitoring, Security Controls

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Dive Deeper into Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Visualization, Dashboard, Data Presentation, Business Intelligence, Data Modeling, Data Import/Export, Microsoft Power Platform, Dashboard Creation, Business Intelligence Software, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Datamaps, Data Manipulation, Data Sharing, Extract, Transform, Load, Spatial Data Analysis

    Beginner · Course · Less Than 2 Hours

    Status: Free trial
    Free trial
  • A

    Alfaisal University | KLD

    إدارة البيانات في مايكرسوفت إكسل | Managing Data in MS Excel

    Skills you'll gain: Data Entry, Data Validation, Microsoft Excel, Data Cleansing, Data Management, Data Quality, Data Integrity

    4.6 stars, 26 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (26) · Beginner · Course · 1 - 4 Weeks

  • 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 and Medical Records, Health Information Management, Health Technology, Data Import/Export, Cloud Computing, Data Security, Medical Imaging

    4.3 stars, 6 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 4.3 (6) · Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    Kafka for Developers - Data Contracts Using Schema Registry

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Java, Java Programming, Docker (Software), Development Environment

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Online Data Migration to Cloud Spanner using Striim

    Skills you'll gain: Data Migration, MySQL, Data Access, Google Cloud Platform, Database Management, SQL, Data Pipelines, Databases, Data Store, Data Storage Technologies, Operational Databases, Cloud Management, Data Management

    Intermediate · Project · Less Than 2 Hours

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

  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • Data Structures & Algorithms in Java + 150 Leetcode Problems: Packt
  • Git, Docker & CI/CD: DevOps Foundations for Data Engineers: Coursera
  • Foundations of Data Structures and Algorithms in JavaScript: Packt
  • Gemini for Data Scientists and Analysts - Deutsch: Google Cloud
  • Foundations of Industrial IoT Devices, Data Flow, & Security: Packt
  • Azure Data Storage, Security, and Performance Optimization: Packt
  • Dive Deeper into Data-Driven Decisions with Power BI: Knowledge Accelerators
  • إدارة البيانات في مايكرسوفت إكسل | Managing Data in MS Excel: Alfaisal University | KLD
  • De-identifying DICOM Data with the Healthcare API: Google Cloud

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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