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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

    Practical Privacy for Products and Services

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Governance, Data Management, Data Ethics, Data Security, Record Keeping, Data Processing, Data Mapping, Compliance Training, Records Management, Security Controls, Responsible AI, Risk Analysis, Information Systems Security, Law, Regulation, and Compliance, Governance, Risk Mitigation, Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Developing Machine Learning Solutions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Amazon Web Services, AI Workflows, Model Deployment, Machine Learning Methods, Machine Learning, Applied Machine Learning

    4.5 stars, 130 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (130) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • I

    IE Business School

    Marketing Mix Implementation

    Skills you'll gain: Marketing Communications, Product Lifecycle Management, Data-Driven Marketing, Brand Strategy, Integrated Marketing Communications, Customer experience strategy (CX), Advertising Campaigns, Advertising, Marketing, Marketing Budgets, Marketing Analytics, Brand Management, Retail Management, Product Management, Marketing Channel, Product Strategy, Market Dynamics, Revenue Management, Merchandising, Communication

    4.7 stars, 6.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (6.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Digital Manufacturing & Design

    Skills you'll gain: Manufacturing and Production, Digital Transformation, Manufacturing Processes, Manufacturing Operations, Industrial Engineering, Production Process, Product Design, Automation, Digital Design, Digital Analysis, Safety and Security, Advanced Analytics, Technology Roadmaps, Cybersecurity, Big Data

    4.7 stars, 3.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Docker Networking and Storage

    Skills you'll gain: Docker (Software), Devops Tools, Data Storage, DevOps, Virtual Networking, Network Troubleshooting, Cloud-Native Computing, Containerization, Data Storage Technologies, Data Persistence, Network Model, Data Loss Prevention, General Networking, Network Architecture, Virtual Local Area Network (VLAN), Network Security, Application Deployment, Data Management, Data Migration, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Stanford Online

    Understanding Einstein: The Special Theory of Relativity

    Skills you'll gain: Physics, European History, Verification And Validation, Scientific Methods, electromagnetics, Research, Experimentation, Mechanics, Global Positioning Systems

    4.9 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (3.2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Data Ethics, Image Quality

    4.3 stars, 6 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.3 (6) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Python Classes and Inheritance

    Skills you'll gain: Object Oriented Programming (OOP), JSON, Object Oriented Design, Unit Testing, Python Programming, Code Reusability, Software Testing, Data Structures

    4.7 stars, 3.7K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (3.7K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Access Bioinformatics Databases with Biopython

    Skills you'll gain: Bioinformatics, Scientific Visualization, Data Access, Extensible Languages and XML, Extensible Markup Language (XML), Data Visualization, Database Software, Data Manipulation, File I/O, Python Programming

    4.5 stars, 47 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (47) · Intermediate · Guided Project · Less Than 2 Hours

  • H

    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Applied Machine Learning, Transfer Learning, Verification And Validation

    3.7 stars, 15 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.7 (15) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Governance, Data Storytelling, Marketing Analytics, Business Analytics, Data-Driven Marketing, Accounting, Responsible AI, Data Management, Data Visualization Software, Internal Controls, Classification Algorithms, Internal Auditing, Data-Driven Decision-Making, Analytical Skills, Data Preprocessing, Business Analysis, Analytics, Data Analysis, Power BI, Machine Learning

    4.6 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Clinical Data Management, Medical Records, Data Mining, Medical Coding, Electronic Medical Record System, Responsible AI, AI Security, Electronic Medical Record, Predictive Modeling, Machine Learning, Machine Learning Methods

    4.4 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (36) · Intermediate · 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

  • Practical Privacy for Products and Services: Madecraft
  • Developing Machine Learning Solutions: Amazon Web Services
  • Marketing Mix Implementation: IE Business School
  • Digital Manufacturing & Design: University at Buffalo
  • Docker Networking and Storage: LearnKartS
  • Understanding Einstein: The Special Theory of Relativity: Stanford Online
  • Open Generative AI: Build with Open Models and Tools: Coursera
  • Python Classes and Inheritance: University of Michigan
  • Access Bioinformatics Databases with Biopython: Coursera
  • Large Language Models: H2O.ai

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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