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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.


More to explore:

Popular Big Data Courses and Certifications


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    Google Cloud

    Einführung in Data Engineering in Google Cloud

    Skills you'll gain: Data Pipelines, Google Cloud Platform, Extract, Transform, Load, Data Infrastructure, Data Processing, Data Migration, Data Lakes, Big Data, Data Storage, Data Transformation, Data Sharing, Command-Line Interface, Automation, Serverless Computing

    Beginner · Course · 1 - 3 Months

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    CertNexus

    DEBIZ (Exam DEB-110): Data Ethics for Business Professionals

    Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design

    Mixed · Course · 1 - 3 Months

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    Coursera

    Using Google Forms to Analyze User Research Data

    Skills you'll gain: User Research, User Feedback, Project Scoping, Data Presentation, Analysis, Data Analysis, Mobile Banking, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    269 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Automating your BigQuery Data Pipeline with Cloud Dataprep

    Skills you'll gain: Data Pipelines, Data Import/Export, Data Processing, Data Manipulation, SQL, Data Transformation, Google Cloud Platform, Big Data, Data Management, Cloud Storage

    Intermediate · Project · Less Than 2 Hours

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    Starweaver

    AI-Driven Electronic Health Records & Data Management

    Skills you'll gain: Clinical Documentation, Responsible AI, Revenue Cycle Management, No-Code Development, Electronic Medical Record, Medical Billing and Coding, Patient Education And Counseling, Health Information Management and Medical Records, Patient Education and Support, AI Security, Health Informatics, Generative AI Agents, AI Personalization, Business Process Automation, Automation, Patient Communication, Data Governance, Healthcare Industry Knowledge, Real Time Data, Smart Goals

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    The State University of New York

    Data Analytics in Sports Law and Team Management

    Skills you'll gain: Event Management, Facility Management, Performance Analysis, Facility Operations, Business Analytics, Law, Regulation, and Compliance, Data-Driven Decision-Making, Analytics, Data Management, Data Analysis, Team Performance Management, Team Management, Health Technology, Data Ethics, Contract Management, Operations Management, Contract Negotiation

    4.8
    Rating, 4.8 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    AWS Security, Logging & DevOps for Data Engineers

    Skills you'll gain: AWS SageMaker, Amazon CloudWatch, AWS CloudFormation, Infrastructure as Code (IaC), CI/CD, Amazon Web Services, Devops Tools, AWS Identity and Access Management (IAM), Data Security, Cloud Security, Network Security, System Monitoring, Model Deployment, Systems Architecture, Data Pipelines, Multi-Factor Authentication, Key Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Data Processing, Tensorflow, Apache Spark, Big Data, Data Warehousing, Data Infrastructure, Real Time Data, Data Architecture, Data Management, Metadata Management, Model Deployment, Apache Hadoop, Extract, Transform, Load, Cloud Computing, Unstructured Data, MLOps (Machine Learning Operations)

    4.7
    Rating, 4.7 out of 5 stars
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    816 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
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    Coursera

    Data Querying in C#: Ecommerce Analytics API

    Skills you'll gain: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Application Programming Interface (API), Restful API, Code Review, Database Design, SQL, Data Access, Data Manipulation, C# (Programming Language)

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Rent-a-VM to Process Earthquake Data

    Skills you'll gain: Git (Version Control System), Google Cloud Platform, Remote Access Systems, Data Processing, Cloud Storage, Infrastructure As A Service (IaaS), Data Pipelines, Data Sharing, Virtual Machines, Cloud Computing, Data Transformation, Security Software, Process Analysis

    Beginner · Project · Less Than 2 Hours

  • U

    University of Colorado System

    Data Structures and Design Patterns for Game Developers

    Skills you'll gain: Object Oriented Design, Unity Engine, Game Design, Software Design Patterns, Data Structures, C# (Programming Language), Video Game Development, Programming Principles, Graph Theory, Software Architecture, Algorithms, Debugging

    4.6
    Rating, 4.6 out of 5 stars
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    149 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Data Science Model Deployments and Cloud Computing on GCP

    Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Cloud Development, Application Performance Management, Google App Engine

    Intermediate · Course · 1 - 3 Months

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

  • Einführung in Data Engineering in Google Cloud: Google Cloud
  • DEBIZ (Exam DEB-110): Data Ethics for Business Professionals: CertNexus
  • Using Google Forms to Analyze User Research Data: Coursera
  • Automating your BigQuery Data Pipeline with Cloud Dataprep: Google Cloud
  • AI-Driven Electronic Health Records & Data Management: Starweaver
  • Data Analytics in Sports Law and Team Management: The State University of New York
  • AWS Security, Logging & DevOps for Data Engineers: LearnKartS
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud
  • Data Querying in C#: Ecommerce Analytics API: Coursera
  • Rent-a-VM to Process Earthquake Data: Google Cloud

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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