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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

    Microsoft

    Create Machine Learning Models in Microsoft Azure

    Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Convolutional Neural Networks, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Classification Algorithms, Applied Machine Learning, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Model Training, Transfer Learning, Databricks, Machine Learning

    4.5 stars, 332 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (332) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Surveillance Systems: Analysis, Dissemination, and Special Systems

    Skills you'll gain: Epidemiology, Trend Analysis, Chronic Diseases, Public Health, Public Health and Disease Prevention, Event Monitoring, Infection Control, Data Analysis, Descriptive Analytics, Technical Communication, Anomaly Detection, Infectious Diseases, Law, Regulation, and Compliance, Data Collection, Information Privacy

    4.7 stars, 391 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (391) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 2)

    Skills you'll gain: Application Development, Object Oriented Programming (OOP), Video Game Development, Event-Driven Programming, Interactive Design, Animation and Game Design, User Interface (UI), Program Development, Animations, Game Design, Programming Principles, Python Programming, Computer Programming, Computer Graphics, Data Structures

    4.9 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Gestión del análisis de datos

    Skills you'll gain: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistical Reporting, Data Management, Data Literacy, Analysis, Workflow Management, Analytical Skills, Statistical Inference, Team Management, Statistical Modeling, Data Synthesis, Data Presentation, Descriptive Analytics, Team Leadership, Statistical Methods, Communication

    4.6 stars, 105 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (105) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Saïd Business School, University of Oxford

    AI Governance

    Skills you'll gain: Responsible AI, Data Ethics, Governance, Governance Risk Management and Compliance, Compliance Management, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Business Ethics, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Law, Regulation, and Compliance, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Generative AI, Information Management, Agentic systems, Generative AI Agents, Business Leadership

    4.8 stars, 196 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (196) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Fundamentos del uso de IA generativa

    Skills you'll gain: Prompt Patterns, Responsible AI, LLM Application, AI literacy, AI powered creativity, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML)

    4.7 stars, 89 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (89) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    API Security with the Apigee API Platform

    Skills you'll gain: OAuth, API Gateway, Application Programming Interface (API), Cloud API, API Design, Application Security, Restful API, Authentications, Data Loss Prevention, Data Security, Authorization (Computing), Cryptographic Protocols, JSON, Threat Management, Identity and Access Management, Threat Detection

    4.6 stars, 843 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (843) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Understand and Apply AI Fundamentals with AWS

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, AWS SageMaker, Amazon Bedrock, Machine Learning, AI literacy, Model Training, Amazon Web Services, Convolutional Neural Networks, Supervised Learning, Model Deployment, Natural Language Processing, LLM Application, Unsupervised Learning

    4.7 stars, 14 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (14) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    MBA Essentials

    Skills you'll gain: Leadership and Management, Business Administration, Leadership Studies, Supply Chain, Marketing Strategies, Digital Transformation, Supply Chain Management, Organizational Change, Business Leadership, Sustainable Business, Marketing, Financial Data, Business Operations, Business Management, Strategic Marketing, Innovation, Corporate Sustainability, Accounting, Change Management, Project Management

    4.6 stars, 254 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (254) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnQuest

    Swift 5 iOS Application Developer

    Skills you'll gain: Core Data (Software), iOS Development, Model View Controller, Apple iOS, JSON, Swift Programming, Apple Xcode, Code Review, UI Components, Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Data Structures, Data Persistence, User Interface (UI), User Interface (UI) Design, Data Store, Application Development, Transaction Processing, Mobile Development

    4.4 stars, 913 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (913) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Fundamentals of Computer Network Security

    Skills you'll gain: Cryptography, Public Key Infrastructure, Cybersecurity, Information Systems Security, Data Security, Firewall, Cyber Attacks, Data Encryption Standard, Penetration Testing, Network Security, Information Assurance, Encryption, Exploit development, Advanced Encryption Standard (AES), Cryptographic Protocols, Intrusion Detection and Prevention, Metasploit, Application Security, Security Testing, Cyber Security Policies

    4 stars, 603 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (603) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SIEM Splunk Hands-On Guide

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), Dashboard Creation, System Monitoring, Dashboard, Model Training, Incident Response, Threat Detection, User Accounts, Machine Learning Methods, Data Transformation, Machine Learning Software, User Provisioning, Model Evaluation, Computer Security Incident Management, Cybersecurity, Interactive Data Visualization, Data Manipulation

    4.7 stars, 515 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (515) · Beginner · Specialization · 1 - 3 Months

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

  • Create Machine Learning Models in Microsoft Azure: Microsoft
  • Surveillance Systems: Analysis, Dissemination, and Special Systems: Johns Hopkins University
  • An Introduction to Interactive Programming in Python (Part 2): Rice University
  • Gestión del análisis de datos: Johns Hopkins University
  • AI Governance: Saïd Business School, University of Oxford
  • Fundamentos del uso de IA generativa: Universidad de los Andes
  • API Security with the Apigee API Platform: Google Cloud
  • Understand and Apply AI Fundamentals with AWS: EDUCBA
  • MBA Essentials: University of Glasgow
  • Swift 5 iOS Application Developer: 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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