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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


  • C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Lemann

    Explorando os recursos educacionais da Khan Academy

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Digital pedagogy, Data Analysis Software, Real Time Data, User Accounts, Innovation, Content Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    96 reviews

    Mixed · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O.ai Agents : From Theory to Practice

    Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, LLM Application, Agentic systems, Model Deployment, AI Integrations, Generative AI, Artificial Intelligence, Predictive Modeling, Data Integration

    4.4
    Rating, 4.4 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Association of International Certified Professional Accountants

    Making the Case for Robotic Process Automation

    Skills you'll gain: Robotic Process Automation, Business Process Automation, Return On Investment, Automation, Business Requirements, Requirements Analysis, Process Analysis, Process Mapping, Performance Measurement, Business Metrics, Value Propositions, Process Improvement, Continuous Improvement Process, Project Scoping, Digital Transformation

    4.1
    Rating, 4.1 out of 5 stars
    ·
    95 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Concepts in SQL

    Skills you'll gain: SQL, Query Languages, MySQL, Database Management, Transaction Processing, Data Manipulation, Database Development, Relational Databases

    3.9
    Rating, 3.9 out of 5 stars
    ·
    29 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    LearnKartS

    Become AI-Ready: Deep Learning Fundamentals

    Skills you'll gain: Generative AI, Recurrent Neural Networks (RNNs), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Machine Learning, Model Training

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning in the Enterprise - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Data Governance, Workflow Management, Data Management, Model Deployment, Model Training, Information Management, Metadata Management, Google Cloud Platform, AI Workflows, Model Optimization, Data Pipelines, Machine Learning Methods, Model Evaluation, Predictive Modeling, AI Orchestration, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    Cybersecurity Awareness

    Skills you'll gain: Computer Security Awareness Training, Security Awareness, Cybersecurity, Cyber Attacks, Cyber Threat Intelligence, Incident Response, Cyber Risk, Responsible AI, Data Ethics, Threat Management, Threat Detection, Malware Protection, Information Systems Security, Network Security, Security Controls, Data Security, Multi-Factor Authentication, AI Security, Personally Identifiable Information, Authentications

    4.9
    Rating, 4.9 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Desarrollo de Aplicaciones Mobile Multiplataforma con Nativescript, Angular y Redux

    Skills you'll gain: Mobile Development, Cross Platform Development, React Redux, iOS Development, Continuous Integration, Apple iOS, Test Automation, Unit Testing, Data Persistence, User Interface (UI), Development Testing, CI/CD, Angular, UI Components, User Interface (UI) Design, TypeScript, Animations

    3.7
    Rating, 3.7 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Introduction to Uncertainty Quantification

    Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Failure Analysis, Probability & Statistics, Estimation, Mathematical Modeling, Statistical Inference, Statistical Modeling, Statistical Methods, Markov Model, Reliability, Simulations, Sampling (Statistics), Numerical Analysis, Applied Mathematics, Statistical Analysis, Simulation and Simulation Software

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Exploiting and Securing Vulnerabilities in Java Applications

    Skills you'll gain: Open Web Application Security Project (OWASP), Authentications, Exploit development, Penetration Testing, Security Strategy, Vulnerability Scanning, Security Testing, Application Security, Vulnerability Assessments, Code Review, Vulnerability Management, Secure Coding, Authorization (Computing), Exploitation techniques, Java, Security Controls, Java Programming, Patch Management, Dependency Analysis, Docker (Software)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    67 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    C++: Algorithms

    Skills you'll gain: Algorithms, C++ (Programming Language), C and C++, Data Structures, Theoretical Computer Science, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Advanced Quantitative Statistics with Excel: Coursera
  • Explorando os recursos educacionais da Khan Academy: Fundação Lemann
  • H2O.ai Agents : From Theory to Practice: H2O.ai
  • Making the Case for Robotic Process Automation: Association of International Certified Professional Accountants
  • Concepts in SQL: Coursera
  • Become AI-Ready: Deep Learning Fundamentals: LearnKartS
  • Machine Learning in the Enterprise - Português Brasileiro: Google Cloud
  • Cybersecurity Awareness: SkillUp
  • Desarrollo de Aplicaciones Mobile Multiplataforma con Nativescript, Angular y Redux: Universidad Austral
  • Introduction to Uncertainty Quantification: Johns Hopkins University

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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