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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


  • P

    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Fine-tuning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Tensorflow, Predictive Modeling, Model Optimization, Model Training, Interactive Data Visualization, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Technology Consultants

    Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Data Ethics, Consulting, Business Consulting, Generative AI, Business Reporting, Client Services, Business Process Automation, Ethical Standards And Conduct, Data Analysis Software, Data Analysis, Report Writing, Innovation

    3.9 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (8) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Getting Started with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), LLM Application, Fine-tuning, Large Language Modeling, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems

    3.8 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (8) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Java in Machine Learning

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, CI/CD, Java, Java Programming, Machine Learning Software, Jenkins, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Build AI Apps with No-Code Tools

    Skills you'll gain: Dashboard Creation, Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Interactive Data Visualization, Advanced Analytics, Product Improvement, Business Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, AI Enablement, Data Cleansing, Business Metrics, Predictive Analytics, Data Architecture

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Creating a Looker Modeled Query and Working with Quick Start

    Skills you'll gain: Looker (Software), Pivot Tables And Charts, Data Modeling, Exploratory Data Analysis, Data Analysis, Query Languages

    5 stars, 7 reviews, Beginner, Project, Less Than 2 Hours

    ★ 5 (7) · Beginner · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Front-End Developer

    Skills you'll gain: Responsive Web Design, Usability, Object Oriented Design, Version Control, User Experience Design, Design Thinking, User Centered Design, Web Design and Development, Web Content Accessibility Guidelines, .NET Framework, Microsoft Visual Studio, Authorization (Computing), AI Integrations, Application Security, Computational Thinking, User Interface (UI) Design, Web Components, Pseudocode, Microsoft Development Tools, Javascript

    4.6 stars, 283 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (283) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Elastic Stack Mastery with Elasticsearch & AWS

    Skills you'll gain: Cloud-Native Computing, Cloud Deployment, DevOps, CI/CD, Application Deployment, Cloud Development, Devops Tools, Development Environment, Continuous Delivery, Amazon Elastic Compute Cloud, Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, Data Mapping, NoSQL, Event-Driven Programming, Relational Databases

    4.9 stars, 19 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (19) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Service Meshes and Microservices Patterns

    Skills you'll gain: Microservices, Spring Boot, Development Environment, Containerization, Spring Framework, Redis, Kubernetes, Java Programming, Docker (Software), Cloud-Native Computing, Apache Maven, API Gateway, Java, Software Architecture, Application Deployment, Apache Kafka, API Design, PostgreSQL, Prometheus (Software), Grafana

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Microsoft PowerPoint with ChatGPT & Gamma AI 2026

    Skills you'll gain: Microsoft PowerPoint, Presentations, Animations, AI powered creativity, Visual Design, Web Content Accessibility Guidelines, Productivity Software, Prompt Engineering, AI Workflows, ChatGPT, Graphic and Visual Design, Data Storytelling, Timelines, Design Elements And Principles

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • S

    Sage Publications

    Managing People and Resources in Education

    Skills you'll gain: Performance Appraisal, Performance Management, Diversity and Inclusion, Staff Management, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Resource Allocation, Leadership Studies, Leadership Development, Resource Management, Organizational Leadership, Leadership, Management Training And Development, Leadership and Management, Employee Performance Management, Workplace inclusivity, Professional Development, Educational Materials, Instructional Strategies, Business Ethics

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Launch Your Customer Engagement Career

    Skills you'll gain: Storytelling, Customer Engagement, Customer Success Management, Verbal Communication Skills, Professional Development, Professionalism, Data Presentation, Interviewing Skills, Customer Relationship Management, Customer Relationship Building, Customer experience strategy (CX), LinkedIn, Communication, Professional Networking, Portfolio Management, Interactive Data Visualization, Communication Planning

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Advanced Machine Learning and Deep Learning: Packt
  • GenAI for Technology Consultants: Coursera
  • Getting Started with Generative AI: Edureka
  • Java in Machine Learning: Board Infinity
  • Build AI Apps with No-Code Tools: LearnQuest
  • Creating a Looker Modeled Query and Working with Quick Start: Google Cloud
  • Microsoft Front-End Developer: Microsoft
  • Elastic Stack Mastery with Elasticsearch & AWS: EDUCBA
  • Service Meshes and Microservices Patterns: Edureka
  • Microsoft PowerPoint with ChatGPT & Gamma AI 2026: 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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