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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


  • B

    Birla Institute of Technology & Science, Pilani

    Linear Algebra for Machine Learning & AI

    Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks

    Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • T

    The Museum of Modern Art

    Art & Ideas: Teaching with Themes

    Skills you'll gain: Curriculum Planning, Creative Thinking, Education and Training, Cultural Responsiveness, Social Justice, Pedagogy, Diversity Awareness

    ★ 4.8 (503) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    ★ 4.9 (14) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Introduction to Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design, Technical Design

    ★ 3.9 (8) · Beginner · Specialization · 3 - 6 Months

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

    Packt

    Deep Dive Android Development using Jetpack Compose

    Skills you'll gain: Android Jetpack, Android Studio, Android Development, Android (Operating System), Kotlin, Mobile Development, Object Oriented Design, UI Components, Application Development, Object Oriented Programming (OOP), Interactive Data Visualization, Data Visualization, Object-Relational Mapping, Code Reusability, Software Design, Mobile Development Tools, User Interface (UI) Design, Animation and Game Design, Software Development, Game Design

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Training, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    ★ 4.5 (20) · Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Austral

    Procesamiento de Lenguaje Natural

    Skills you'll gain: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Machine Learning Algorithms, Data Cleansing, Artificial Neural Networks, Machine Learning Methods, Data Manipulation, Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, AI Orchestration, Systems Architecture, Python Programming

    ★ 4.1 (57) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Generative AI for Marketing Execution

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Prompt Engineering, Campaign Management, Marketing Automation, Marketing Strategies, Meta Ads Manager, Customer Analysis, Competitive Analysis, Email Marketing, Digital Advertising, Email Automation, Search Engine Optimization, Generative AI, ChatGPT, Market Research, AI Personalization, Content Optimization, A/B Testing, Content Creation

    Intermediate · Specialization · 3 - 6 Months

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

    Packt

    API Security Testing for Pentesters & Bug Hunters (2026)

    Skills you'll gain: API Testing, Open Web Application Security Project (OWASP), Postman API Platform, Application Programming Interface (API), Security Testing, Penetration Testing, AI Integrations, Restful API, Continuous Monitoring, Application Security, Vulnerability Assessments, Exploit development, Vulnerability Scanning, Test Tools, Software Documentation, Exploitation techniques, Authentications, JSON, Security Management, Docker (Software)

    Intermediate · Course · 1 - 3 Months

    Category: 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

    Category: New
    New
  • E

    EDUCBA

    Project Planning and Scheduling Techniques

    Skills you'll gain: Microsoft Project, Project Schedules, Project Management Software, Project Controls, Project Planning, Scheduling, Resource Allocation, Calendar Management, Project Performance, Timelines, Capacity Management, Resource Utilization, Work Breakdown Structure, Cost Management, Dependency Analysis, Resource Management

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Build Image Quality Inspection using AWS Lookout for Vision

    Skills you'll gain: Model Training, Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Anomaly Detection, Data Science, Machine Learning, Cloud Computing

    ★ 4.8 (21) · Beginner · Guided Project · Less Than 2 Hours

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

  • Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
  • Art & Ideas: Teaching with Themes: The Museum of Modern Art
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • Introduction to Artificial Intelligence: University of Colorado Boulder
  • Deep Dive Android Development using Jetpack Compose: Packt
  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • Procesamiento de Lenguaje Natural: Universidad Austral
  • Generative AI for Marketing Execution: Coursera
  • API Security Testing for Pentesters & Bug Hunters (2026): Packt
  • 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

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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