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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


  • P

    Packt

    AWS Data Collection and Storage

    Skills you'll gain: AWS Kinesis, Amazon DynamoDB, Amazon S3, Amazon Web Services, Data Pipelines, Amazon CloudWatch, Cloud Storage, Database Development, Real Time Data, Data Storage, Data Management, Cloud Security, Encryption, Scalability

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Excel Skills for Data Analysis Foundations

    Skills you'll gain: Data Entry, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Data Visualization, Data Visualization Software, Dashboard, Microsoft Office, Case Studies, Data Management, Business Analytics, Exploratory Data Analysis, Productivity Software, Business, Analysis, Data Presentation, Data Analysis, Data Manipulation, Data Literacy

    ★ 4.8 (20) · Beginner · Specialization · 1 - 3 Months

  • D

    Duke University

    Increasing Real Estate Management Profits: Harnessing Data Analytics

    Skills you'll gain: Data Visualization Software, Process Development, Tableau Software, Financial Modeling, Data Presentation, Dashboard Creation, Business Process, Peer Review, Presentations, Property Management, Data Analysis, MySQL, Revenue Management, Financial Data, Risk Analysis, Property and Real Estate, Real Estate, Financial Analysis, Microsoft Excel, SQL

    ★ 4.7 (245) · Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Data Analysis, Visualization, and Communication with Copilot

    Skills you'll gain: Microsoft Copilot, Natural Language Processing, AI literacy, Data Storytelling, Data Visualization, Data-Driven Decision-Making, Data Presentation, Generative AI, Data Visualization Software, Data Analysis, Responsible AI, Predictive Modeling

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

  • P

    Packt

    Advanced Data Structures, Patterns, and Recursion Techniques

    Skills you'll gain: Data Structures, Algorithms, Java Programming, Java, Computer Programming, Applied Mathematics, Geometry, Problem Solving

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Inheritance and Data Structures in Java

    Skills you'll gain: File I/O, Java Programming, Eclipse (Software), Java, Debugging, Integrated Development Environments, Object Oriented Programming (OOP), Object Oriented Design, Data Structures, File Management, Development Environment, Programming Principles, Problem Solving

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

  • C

    Coursera

    Data Modeling with Power BI: Advanced DAX Calculations

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Requirements, Financial Data, Data Modeling, Financial Analysis, Data Visualization Software, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export

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

  • C

    Coursera

    Java Built in Data Structures

    Skills you'll gain: Java, Data Structures, File I/O, Java Programming, Data Access, Data Cleansing

    ★ 4.6 (20) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    SAS

    Data Analysis and Reporting in SAS Visual Analytics

    Skills you'll gain: Trend Analysis, Data Manipulation, Data Analysis, SAS (Software), Exploratory Data Analysis, Data Transformation, Analysis, Analytics, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Business Reporting, Statistical Visualization, Business, Report Writing, Graphing, Statistical Programming

    ★ 4.8 (363) · Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Observability with Grafana - From Data to Dashboards

    Skills you'll gain: Grafana, Prometheus (Software), Amazon CloudWatch, System Monitoring, Kubernetes, Interactive Data Visualization, Software Visualization, Dashboard Creation, Linux Servers, MySQL, User Accounts, Linux Administration, Role-Based Access Control (RBAC), GitHub, Systems Integration, Software Installation, Query Languages

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Apply Data Lake Transactions & Versioning

    Skills you'll gain: Data Lakes, Data Pipelines, SQL, Disaster Recovery

    Beginner · 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

    ★ 4.1 (21) · Intermediate · Specialization · 3 - 6 Months

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

  • AWS Data Collection and Storage: Packt
  • Apply Excel Skills for Data Analysis Foundations: EDUCBA
  • Increasing Real Estate Management Profits: Harnessing Data Analytics: Duke University
  • Data Analysis, Visualization, and Communication with Copilot: Microsoft
  • Advanced Data Structures, Patterns, and Recursion Techniques: Packt
  • Inheritance and Data Structures in Java: University of Pennsylvania
  • Data Modeling with Power BI: Advanced DAX Calculations : Coursera
  • Java Built in Data Structures: Coursera
  • Data Analysis and Reporting in SAS Visual Analytics: SAS
  • Observability with Grafana - From Data to Dashboards: Packt

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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