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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

    Serverless Data Processing with Dataflow: Develop Pipelines

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Pandas (Python Package), File I/O, Data Transformation, Jupyter, SQL

    4
    Rating, 4 out of 5 stars
    ·
    44 reviews

    Advanced · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Audio digital con Pure Data

    Skills you'll gain: Digital Signal Processing, Musical Composition, Music, Music Theory, Digital Communications, Patch Management, Performance Tuning, Programming Principles, Music Performance, Dataflow, Data Sharing, Interoperability, Development Environment, File I/O, Open Source Technology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    37 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Using Data for Healthcare Improvement

    Skills you'll gain: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Data Quality, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze & Visualize Data Using Advanced Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Visualization, Data Visualization Software, Excel Formulas, Dashboard, Case Studies, Data Analysis, Business Analytics, Data Presentation, Exploratory Data Analysis, Business, Analysis, Graphing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Data Structures and Problem-Solving Techniques

    Skills you'll gain: Computational Thinking, Algorithms, Programming Principles, Data Structures, Problem Solving, Javascript, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Cloud Data & Application Security

    Skills you'll gain: Cloud Security, Open Web Application Security Project (OWASP), Data Governance, Data Management, Data Security, Cloud API, Secure Coding, Application Security, DevSecOps, Cloud Applications, Key Management, Encryption, Information Privacy, OAuth, Cloud Storage, API Gateway, Threat Modeling, Data Encryption Standard, Risk Management Framework

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Statistical Learning for Data Science

    Skills you'll gain: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Data Science, Decision Tree Learning, Statistical Methods, Classification And Regression Tree (CART), Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Machine Learning Methods, Classification Algorithms, Supervised Learning, R Programming, Statistical Inference, Machine Learning Algorithms, Dimensionality Reduction

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    21 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    CertNexus

    Promote the Ethical Use of Data-Driven Technologies

    Skills you'll gain: Data Ethics, Responsible AI, Emerging Technologies, Business Ethics, Ethical Standards And Conduct, Information Privacy, Technology Strategies, Diversity Awareness, Artificial Intelligence, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    295 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Tableau Public for Beginners: Data Visualization Basics

    Skills you'll gain: Dashboard, Dashboard Creation, Data Presentation, Tableau Software, Data Visualization Software, Data Literacy, Descriptive Analytics, Data Import/Export

    3.8
    Rating, 3.8 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Talend Data Integration Studio: Intermediate

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Data Integration, File Management, Scalability, File Systems, Data Processing, Context Management, Java, Java Programming, Data Transformation, Data Manipulation, Maintainability

    Mixed · Course · 1 - 4 Weeks

  • U

    University of London

    Data Science Project Capstone: Predicting Bicycle Rental

    Skills you'll gain: Correlation Analysis, Predictive Modeling, Data Collection, Regression Analysis, Data Science, Forecasting, Data Analysis, Statistical Modeling, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Serverless Data Processing with Dataflow:Foundations Español

    Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Data Processing, Cloud Security, Identity and Access Management, Google Cloud Platform, Data Security, Data Transformation, Interoperability, Containerization, Data Storage Technologies, Scalability

    Intermediate · Course · 1 - 3 Months

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

  • Serverless Data Processing with Dataflow: Develop Pipelines: Google Cloud
  • Audio digital con Pure Data: Universidad Nacional Autónoma de México
  • Using Data for Healthcare Improvement: Imperial College London
  • Analyze & Visualize Data Using Advanced Excel: EDUCBA
  • Advanced Data Structures and Problem-Solving Techniques: Packt
  • Cloud Data & Application Security: LearnKartS
  • Statistical Learning for Data Science: University of Colorado Boulder
  • Promote the Ethical Use of Data-Driven Technologies: CertNexus
  • Tableau Public for Beginners: Data Visualization Basics: Coursera
  • Talend Data Integration Studio: Intermediate: EDUCBA

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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