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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


  • G

    Google Cloud

    Production Machine Learning Systems - Español

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Model Training, Tensorflow, Machine Learning Methods, Systems Architecture, Performance Tuning, Software Architecture, Distributed Computing, Hybrid Cloud Computing, Dependency Analysis, Data Processing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Measuring and Maximizing Impact of COVID-19 Contact Tracing

    Skills you'll gain: Epidemiology, Infection Control, Infectious Diseases, Public Health, Public Health and Disease Prevention, Program Management, Model Evaluation, Community Health, Health Technology, Statistical Modeling, Data Management, Decision Support Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.3K reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Interest Rate Models

    Skills you'll gain: Portfolio Risk, Derivatives, Financial Market, Risk Modeling, Securities (Finance), Futures Exchange, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    198 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Reproducibility in Cancer Informatics

    Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Devops Tools, Informatics, Automation, Science and Research, Data Analysis, R Programming

    Advanced · Course · 1 - 3 Months

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

    Coursera

    Spark, Skew & Speed: Pipeline Performance Engineering

    Skills you'll gain: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 3 (Projects)

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Simulations, Code Review, User Interface (UI), Spreadsheet Software, Automation, Data Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    464 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Robotics, Model Training, Machine Learning Algorithms, Model Evaluation, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    586 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: Analysis of Electric Fields

    Skills you'll gain: electromagnetics, Electrical Engineering, Electronic Components, Materials science, Engineering Analysis, Applied Mathematics, Scientific Visualization, Engineering Calculations, Differential Equations, Physics, Energy and Utilities, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    174 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Qualitative and Quantitative Analysis of Disaster Risk

    Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Failure Mode And Effects Analysis, Risk Management, Hazard Analysis, Project Risk Management, Vulnerability Assessments, Climate Change Adaptation, Data Analysis Software, Qualitative Research, Resilience

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Advanced Django: Mastering Django and Django Rest Framework

    Skills you'll gain: Django (Web Framework), Performance Tuning, Postman API Platform, Restful API, Application Programming Interface (API), Data Validation, Authentications, Frontend Integration, React.js, API Testing, Authorization (Computing), Secure Coding, Object-Relational Mapping, API Design, Scalability, JavaScript Frameworks, JSON, Test Tools, Web Development, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    163 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Construct Stock Market Indices

    Skills you'll gain: Market Data, Google Sheets, Data Import/Export, Equities, Financial Modeling, Financial Analysis, Financial Market

    4.5
    Rating, 4.5 out of 5 stars
    ·
    214 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Stakeholder Management, Business Analysis, User Requirements Documents, Looker (Software), Requirements Analysis, Project Management, Project Design, Requirements Management, Process Optimization, Data Analysis Software, Oral Expression, Operational Analysis, IBM Cognos Analytics, Business Analytics, Data Cleansing

    3.6
    Rating, 3.6 out of 5 stars
    ·
    29 reviews

    Advanced · Course · 1 - 3 Months

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

  • Production Machine Learning Systems - Español: Google Cloud
  • Measuring and Maximizing Impact of COVID-19 Contact Tracing: Johns Hopkins University
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne
  • Advanced Reproducibility in Cancer Informatics: Johns Hopkins University
  • Spark, Skew & Speed: Pipeline Performance Engineering: Coursera
  • Excel/VBA for Creative Problem Solving, Part 3 (Projects): University of Colorado Boulder
  • Visual Perception for Self-Driving Cars: University of Toronto
  • Electrodynamics: Analysis of Electric Fields: Korea Advanced Institute of Science and Technology(KAIST)
  • Qualitative and Quantitative Analysis of Disaster Risk: Banco Interamericano de Desarrollo
  • Advanced Django: Mastering Django and Django Rest Framework: Codio

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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