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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

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Front-End Web Development, Data Preprocessing, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative Engine Optimization (GEO)

    Skills you'll gain: Generative Engine Optimization (GEO), Content Performance Analysis, Content Optimization, Google Gemini, Generative AI, Content Strategy, Gemini, Content Marketing, AI Workflows, ChatGPT, Google Analytics, Responsible AI, Content Creation, Data-Driven Marketing, AI literacy, Large Language Modeling, Automation, No-Code Development

    3.1
    Rating, 3.1 out of 5 stars
    ·
    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Model Training, AI Workflows, Model Optimization, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Model Training, Application Lifecycle Management, DevOps, AI Workflows, Applied Machine Learning, CI/CD, Automation

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Vector Search with Relational Databases using PostgreSQL

    Skills you'll gain: Vector Databases, Embeddings, PostgreSQL, Relational Databases, SQL, Query Languages, NoSQL, Node.JS, Data Import/Export, Data Processing, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Abstraction, Problem Decomposition, and Functions

    Skills you'll gain: Computational Thinking, C (Programming Language), Programming Principles, Computer Programming, Code Reusability, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Go Programming Language

    Skills you'll gain: Cloud-Native Computing, Memory Management, Grafana, Web Applications, Program Development, Software Architecture, Development Environment, Programming Principles, Computer Programming, Other Programming Languages, Network Security, Communication Systems, Data Sharing

    2.8
    Rating, 2.8 out of 5 stars
    ·
    44 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Programming for Designers

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Computer Graphic Techniques, Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Graphical Tools, Game Design, Computational Logic, Computational Thinking

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Cisco Learning and Certifications

    Network Architecture Fundamentals

    Skills you'll gain: OSI Models, Network Architecture, Computer Networking, TCP/IP, Network Protocols, General Networking, Wireless Networks, Network Routing, Local Area Networks, Network Security, Routing Protocols, Load Balancing, Network Model, Wide Area Networks, Network Performance Management, Telecommunications, Cloud Services

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Robot Localization with Python and Particle Filters

    Skills you'll gain: Spatial Data Analysis, Robotics, Artificial Intelligence, Sampling (Statistics), Simulations, NumPy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    25 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Build a CRUD Node.js and MongoDB employee management web-app

    Skills you'll gain: Docker (Software), Containerization, Web Design and Development, Restful API, User Interface (UI), User Interface (UI) Design, HTML and CSS, Node.JS, Application Deployment, MongoDB, Database Management, Databases, JavaScript Frameworks, Web Applications, Web Development, Web Frameworks, Web Development Tools, Database Application, Server Side, Javascript

    4.1
    Rating, 4.1 out of 5 stars
    ·
    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Introduction to Analytics Engineering: Edureka
  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • Generative Engine Optimization (GEO): Edureka
  • Balance and Analyze Image Segmentation: Coursera
  • Machine Learning Operations (MLOps): Getting Started - 日本語版: Google Cloud
  • Vector Search with Relational Databases using PostgreSQL: SkillUp
  • Abstraction, Problem Decomposition, and Functions: University of Colorado System
  • Go Programming Language: Edureka
  • Programming for Designers: University of Michigan
  • Network Architecture Fundamentals: Cisco Learning and Certifications

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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