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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


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    EDUCBA

    Six Sigma Green Belt: Apply, Analyze & Improve

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Quality Management, Process Analysis, Process Improvement, Data-Driven Decision-Making, Business Process, Continuous Improvement Process, Team Oriented, Statistical Process Controls, Pareto Chart, Statistics, Statistical Methods, Root Cause Analysis

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Eine Einführung in die Finite Elemente Methode mit SimScale

    Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Data Validation, Simulations, Engineering Analysis, Verification And Validation, Engineering Design Process, Cloud Engineering, Mechanical Engineering, Scientific Visualization, Physics

    Beginner · Guided Project · Less Than 2 Hours

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    Pearson

    Java SE 17 Developer (1Z0-829): Unit 8

    Skills you'll gain: Transaction Processing, File I/O, Data Access, Data Persistence, Stored Procedure, SQL, Data Integrity, Databases, Secure Coding

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Engaging in Improving Patient Experience Through Analytics

    Skills you'll gain: Decision Support Systems, Customer experience improvement, Resource Allocation, Health Informatics, Patient-centered Care, Stakeholder Analysis, Operational Analysis, Predictive Analytics, Business Analysis, Analytics, Data-Driven Decision-Making, Personalized Service, Process Development, Systems Integration, Innovation

    Beginner · Course · 1 - 4 Weeks

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    Universidad de Palermo

    Publicidad

    Skills you'll gain: Advertising, Social Media Management, Marketing Communications, Integrated Marketing Communications, Digital Advertising, Social Media Marketing, Marketing, Strategic Communication, Digital Marketing, Target Audience, Consumer Behaviour

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    Rating, 4.3 out of 5 stars
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    Beginner · Course · 1 - 4 Weeks

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    Oracle AI Database

    Intro to Oracle SQL

    Skills you'll gain: SQL, Oracle Databases, Database Management, Oracle Cloud, Database Design, Relational Databases, Databases, Cloud Management, Data Management, User Provisioning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Français

    Skills you'll gain: Google Gemini, SQL, Generative AI, Google Cloud Platform, Big Data, Customer Relationship Management, Jupyter, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Deployment, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Managing a GKE Multi-tenant Cluster with Namespaces

    Skills you'll gain: Multi-Tenant Cloud Environments, Kubernetes, Role-Based Access Control (RBAC), Capacity Management, Google Cloud Platform, System Monitoring, DevOps, Cloud Infrastructure

    Intermediate · Project · Less Than 2 Hours

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    Packt

    The Complete Guide to Apple IT Pro Certification (DEP-2025)

    Skills you'll gain: Microsoft Intune (Mobile Device Management Software), Data Management, Desktop Support, Enterprise Security, Azure Active Directory, Content Management, General Networking, Command-Line Interface

    Intermediate · Course · 3 - 6 Months

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    Whizlabs

    AWS: ML Workflows with SageMaker, Storage & Security

    Skills you'll gain: AWS SageMaker, AWS Kinesis, Amazon Redshift, Cloud Security, MLOps (Machine Learning Operations), Amazon S3, Amazon CloudWatch, AWS Identity and Access Management (IAM), Model Deployment, Real Time Data, Feature Engineering, Data Storage, Data Security, Encryption, Key Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Oracle Database Multitenant Administration Course

    Skills you'll gain: Oracle Databases, PL/SQL, Multi-Tenant Cloud Environments, Database Administration, Database Architecture and Administration, Database Management, Application Deployment, Security Controls, Disaster Recovery

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Using Memorystore for Redis Read Replicas to Improve Read Performance

    Skills you'll gain: Redis, Performance Tuning, Scalability, Google Cloud Platform, Servers, Data Architecture, Network Architecture, Data Analysis

    Beginner · Project · Less Than 2 Hours

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

  • Six Sigma Green Belt: Apply, Analyze & Improve: EDUCBA
  • Eine Einführung in die Finite Elemente Methode mit SimScale: Coursera
  • Java SE 17 Developer (1Z0-829): Unit 8: Pearson
  • Engaging in Improving Patient Experience Through Analytics: Northeastern University
  • Publicidad: Universidad de Palermo
  • Intro to Oracle SQL: Oracle AI Database
  • Work with Gemini Models in BigQuery - Français: Google Cloud
  • Managing a GKE Multi-tenant Cluster with Namespaces: Google Cloud
  • The Complete Guide to Apple IT Pro Certification (DEP-2025): Packt
  • AWS: ML Workflows with SageMaker, Storage & Security : Whizlabs

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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