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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


  • M

    Madecraft

    Python for Automation

    Skills you'll gain: Web Scraping, Scripting, Selenium (Software), Unstructured Data, Automation, File Management, Application Programming Interface (API), JSON, Extensible Markup Language (XML), Python Programming, File I/O, Hypertext Markup Language (HTML), File Systems, Data Validation, HTML and CSS, Web Development Tools, Authentications, Data Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Master NVIDIA AI Infrastructure & Pass NCA-AIIO

    Skills you'll gain: Generative AI, MLOps (Machine Learning Operations), Data Centers, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, AI Workflows, Data Infrastructure, Network Infrastructure, Model Deployment, Infrastructure Architecture, Generative Model Architectures, Cloud Deployment, Artificial Intelligence, AI Orchestration, Kubernetes, Model Training, Hardware Architecture, Machine Learning, Virtual Machines, Application Deployment

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Development Environment, OpenAI API, AI Integrations, Large Language Modeling, LLM Application, Generative AI, Databases, OpenAI, Artificial Intelligence, Virtual Environment, System Configuration

    4.7 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Response Surfaces, Mixtures, and Model Building

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Model Optimization, Statistical Modeling, Simulations, Statistical Inference, Mathematical Modeling, Design Strategies, Model Evaluation

    4.7 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Build Anything with AI — No Code Required

    Skills you'll gain: Prompt Engineering, Claude Code, No-Code Development, AI powered creativity, Prompt Patterns, Anthropic Claude, AI Enablement, ChatGPT, AI Orchestration, AI Product Strategy, AI Workflows, Google Gemini, Generative AI, AI Personalization, Prompt Engineering Tools, Multimodal Prompts, Generative AI Agents, AI Integrations, Automation, Software Engineering

    3.9 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (9) · Beginner · Course · 1 - 3 Months

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

    Google Cloud

    Using Custom Fields in Looker Explores

    Skills you'll gain: Looker (Software), Ad Hoc Reporting, Ad Hoc Analysis, Data Analysis, Exploratory Data Analysis, Database Application

    4.8 stars, 6 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (6) · Beginner · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • P

    Packt

    Designing and Building BI Solutions with Oracle BI 12c

    Skills you'll gain: Dashboard Creation, Business Intelligence Software, Dashboard, Data Warehousing, Performance Tuning, Business Logic, Database Development, Business Reporting, Data Modeling, Interactive Data Visualization, Performance Analysis, Performance Improvement, Report Writing, Content Performance Analysis, Data Presentation, Metadata Management, Data Validation, Database Administration, Analysis, Data Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Data-Driven Decision-Making, Behavioral Economics, Case Studies, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms

    4.9 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (45) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Loops and Strings

    Skills you'll gain: Computational Logic

    5 stars, 21 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Machine Learning Models in Science

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Data Processing, Dimensionality Reduction, Data Cleansing, Machine Learning Algorithms, Data Transformation, Machine Learning Methods, Artificial Neural Networks, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Unsupervised Learning, Supervised Learning, Classification Algorithms, Predictive Modeling, Python Programming

    3.9 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

  • N

    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cryptographic Protocols, Public Key Cryptography Standards (PKCS), Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Data Encryption Standard, Threat Management, Cyber Risk, IT Security Architecture, Mobile Security, Enterprise Security, Cyber Security Assessment

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

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

  • Python for Automation: Madecraft
  • Master NVIDIA AI Infrastructure & Pass NCA-AIIO: Packt
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases: Scrimba
  • Response Surfaces, Mixtures, and Model Building: Arizona State University
  • Build Anything with AI — No Code Required: Vanderbilt University
  • Using Custom Fields in Looker Explores: Google Cloud
  • Designing and Building BI Solutions with Oracle BI 12c: Packt
  • Human Decision Making and its Biases: Fractal Analytics
  • Loops and Strings: Google
  • Machine Learning Models in Science: LearnQuest

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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