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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: Free
    Free
    A

    Amazon Web Services

    Amazon DynamoDB for Serverless Architectures

    Skills you'll gain: Amazon DynamoDB, NoSQL, Serverless Computing, Database Systems, Database Management Systems

    4.4
    Rating, 4.4 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Social Media Automation using Python

    Skills you'll gain: Email Automation, Automation, Application Programming Interface (API), Scripting, Python Programming, Web Scraping, Data Import/Export, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Working with Notebooks in Vertex AI

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - 简体中文

    Skills you'll gain: Prompt Engineering, Google Cloud Platform, Gemini, Generative AI, MLOps (Machine Learning Operations), Multimodal Prompts, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Model Deployment, Feature Engineering, Cloud Infrastructure, Machine Learning, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Advanced Visualizations using Tableau

    Skills you'll gain: Data Visualization Software, Tableau Software, Data Visualization, Data Analysis, Geospatial Mapping, Data Storytelling, Business Analytics, Data Presentation, Advanced Analytics, Spatial Analysis, Marketing Analytics, Data Science, Data Manipulation, Forecasting

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EC-Council

    Into the Trenches: Security Operations Center

    Skills you'll gain: Incident Response, Computer Security Incident Management, Vulnerability Management, Security Information and Event Management (SIEM), Cyber Operations, Event Monitoring, Cyber Threat Hunting, Intrusion Detection and Prevention, Cyber Threat Intelligence, Enterprise Security, Threat Detection, Data Loss Prevention, Security Controls, Network Security, Network Monitoring

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Google Cloud における AI と ML の概要

    Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Big Data, Prompt Engineering, Data Infrastructure, Model Deployment, Machine Learning, Model Evaluation, Natural Language Processing

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Datastream: PostgreSQL Replication to BigQuery

    Skills you'll gain: Data Validation, Google Cloud Platform, PostgreSQL, Data Import/Export, Data Maintenance, Data Pipelines, Dataflow, Data Migration

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    U

    University of Colorado Boulder

    Current Issues in Ethics and AI

    Skills you'll gain: Generative AI, Responsible AI, Ethical Standards And Conduct, AI Security, Robotics, Healthcare Ethics, Workforce Planning, Information Privacy, Information Technology, Robotic Process Automation, Large Language Modeling, Energy and Utilities

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Automating the Deployment of Networks with Terraform

    Skills you'll gain: Firewall, Terraform, Virtual Networking, Virtual Machines, Infrastructure as Code (IaC), Network Infrastructure, Google Cloud Platform, IT Automation, Network Security, Verification And Validation, Cloud Deployment, Network Model

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    S

    SkillsBooster Academy

    AI Presentation Generation: Comprehensive Guide

    Skills you'll gain: Presentations, Data Presentation, Sales Presentation, Visual Design, Multimedia, Interactive Data Visualization, Data Visualization, Design Reviews, Workflow Management, Graphic and Visual Design Software, Marketing Design, Visualization (Computer Graphics), Statistical Visualization, Brand Awareness, Executive Presence, Brand Marketing, Branding, Visual Impairment Education, Brand Loyalty, Brand Management

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Prometheus Monitoring: Configure & Visualize Systems

    Skills you'll gain: Amazon CloudWatch, Interactive Data Visualization, Application Performance Management, Security Controls, Cloud-Native Computing, Authentications, Network Monitoring, DevOps, Site Reliability Engineering, Amazon Web Services, System Configuration, Service Management, Software Installation

    Mixed · Course · 1 - 4 Weeks

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

  • Amazon DynamoDB for Serverless Architectures: Amazon Web Services
  • Social Media Automation using Python: Packt
  • Working with Notebooks in Vertex AI: Google Cloud
  • Introduction to AI and Machine Learning on GC - 简体中文: Google Cloud
  • Advanced Visualizations using Tableau: University of Colorado Boulder
  • Into the Trenches: Security Operations Center : EC-Council
  • Google Cloud における AI と ML の概要: Google Cloud
  • Datastream: PostgreSQL Replication to BigQuery: Google Cloud
  • Current Issues in Ethics and AI: University of Colorado Boulder
  • Automating the Deployment of Networks with Terraform: 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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