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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


  • Status: New
    New
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    Microsoft

    Microsoft Fabric Analytics Engineer

    Skills you'll gain: Data Lakes, Data Analysis Expressions (DAX), Data Warehousing, Data Pipelines, Data Architecture, Microsoft Azure, Azure DevOps, Star Schema, Dataflow, Interviewing Skills, Extract, Transform, Load, Azure DevOps Pipelines, Professional Development, Dependency Analysis, Power BI, Transaction Processing, Microsoft Power Platform, Transact-SQL, PySpark, Presentations

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    L&T EduTech

    Petroleum Engineering with AI Applications

    Skills you'll gain: Oil and Gas, Petroleum Industry, Hazard Analysis, Safety Standards, Environmental Resource Management, Safety Assurance, Safety Training, Environment and Resource Management, Environmental Regulations, Environment Health And Safety, Environmental Science, Environmental Engineering and Restoration, Big Data, Plant Operations and Management, Energy and Utilities, Process Engineering, Environmental Engineering, Data Management, Pump Stations, Environmental Issue

    4.6
    Rating, 4.6 out of 5 stars
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    241 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    IBM

    AI Workflow: AI in Production

    Skills you'll gain: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, AI Integrations, Model Evaluation, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    62 reviews

    Advanced · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Advanced SQL Applications and Performance Optimization

    Skills you'll gain: SQL, Relational Databases, Database Design, Database Application, Data Integrity, Stored Procedure, Database Architecture and Administration, Database Development, Database Management, Query Languages, Data Store, Performance Tuning, Graph Theory, Data Modeling, Extensible Markup Language (XML), Extensible Languages and XML, Data Access, Application Design, Performance Management, Network Troubleshooting

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Microsoft

    Real-Time Intelligence & Semantic Modeling

    Skills you'll gain: Data Analysis Expressions (DAX), Star Schema, Power BI, Real Time Data, Business Intelligence, Dashboard, Dashboard Creation, Business Logic, Data Modeling, Data Architecture, Performance Analysis, Performance Tuning, Query Languages, Data Pipelines, Process Analysis, Data Analysis, Data Capture

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    99 reviews

    Advanced · Course · 1 - 4 Weeks

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    Edureka

    Service Meshes and Microservices Patterns

    Skills you'll gain: Microservices, Spring Boot, Development Environment, Containerization, Spring Framework, Redis, Kubernetes, Java Programming, Docker (Software), Cloud-Native Computing, Apache Maven, API Gateway, Java, Software Architecture, Application Deployment, Apache Kafka, API Design, PostgreSQL, Prometheus (Software), Grafana

    Advanced · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Deep Learning with PyTorch : Siamese Network

    Skills you'll gain: Embeddings, PyTorch (Machine Learning Library), Feature Engineering, Artificial Neural Networks, Image Analysis, Deep Learning, Convolutional Neural Networks, Network Model, Model Training, Computer Vision

    4.7
    Rating, 4.7 out of 5 stars
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    49 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: New
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    Microsoft

    Ethics and Responsible Change

    Skills you'll gain: Stakeholder Engagement, Stakeholder Analysis, Stakeholder Management, Stakeholder Communications, Data Ethics, Compliance Management, Leadership Studies, Business Ethics, Governance, Governance Risk Management and Compliance, Regulatory Compliance, Business Leadership, Compliance Reporting, Change Management, Ethical Standards And Conduct, Accountability Frameworks, Leadership and Management, Risk Management, Microsoft Teams, Microsoft Visio

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sensors and Sensor Circuit Design

    Skills you'll gain: Embedded Systems, Embedded Software, Electronic Systems, Engineering, Scientific, and Technical Instruments, Electronic Hardware, Thermal Management, Electrical and Computer Engineering, Electronics Engineering, Hardware Design, Electronics, Laboratory Experience, Electronic Components, Design Specifications, Schematic Diagrams, Development Environment, Debugging

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    Enterprise Security and Access Management in Kubernetes

    Skills you'll gain: Kubernetes, Authentications, Role-Based Access Control (RBAC), Enterprise Security, Multi-Tenant Cloud Environments, Key Management, Security Controls, OAuth, Identity and Access Management, Authorization (Computing), Data Security, Encryption, User Accounts, YAML, Proxy Servers

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

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

  • Microsoft Fabric Analytics Engineer: Microsoft
  • Petroleum Engineering with AI Applications: L&T EduTech
  • AI Workflow: AI in Production: IBM
  • Advanced SQL Applications and Performance Optimization: John Wiley & Sons
  • Real-Time Intelligence & Semantic Modeling: Microsoft
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • Service Meshes and Microservices Patterns: Edureka
  • Deep Learning with PyTorch : Siamese Network: Coursera
  • Ethics and Responsible Change: Microsoft
  • Sensors and Sensor Circuit Design: University of Colorado Boulder

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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