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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


  • M

    Microsoft

    Managing Azure Infrastructure: Storage, Monitoring & Backup

    Skills you'll gain: Patch Management, Microsoft Azure, Disaster Recovery, System Monitoring, Cloud Management, Cloud Storage, File Management, Data Storage, Cloud Security, Continuous Monitoring, Event Monitoring, Virtual Machines, Data Security, Query Languages

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

  • G

    Google Cloud

    Configuring Vector Search in Cloud SQL for PostgreSQL

    Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI

    Beginner · Project · Less Than 2 Hours

  • T

    The Hong Kong University of Science and Technology

    Social Science Approaches to the Study of Chinese Society Part 2

    Skills you'll gain: Research Design, Research Methodologies, Science and Research, Social Sciences, Surveys, Qualitative Research, Institutional Review Board (IRB), Survey Creation, Statistical Analysis, Data Collection, Higher Education, Correlation Analysis, Sample Size Determination, Ethical Standards And Conduct, Academic Advising, Probability & Statistics, Regression Analysis, Informed Consent

    ★ 4.7 (20) · Beginner · Course · 1 - 3 Months

  • L

    LearnQuest

    Advanced IoT Systems Integration and Industrial Applications

    Skills you'll gain: Internet Of Things, Advanced Analytics, Analytics, Data-Driven Decision-Making, Data Processing, Robotics, Automation, Real Time Data, Network Security, Emerging Technologies, Security Strategy, Interoperability, Scalability

    ★ 4.6 (13) · Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Python for Serverless Applications and Automation on AWS

    Skills you'll gain: Software Architecture, Amazon Web Services, API Gateway, Amazon DynamoDB, IT Automation, Middleware, Software Development, Python Programming, Service Oriented Architecture, Systems Architecture, Microservices, Cloud API, Serverless Computing, Cloud Applications, Cloud-Based Integration, Application Frameworks, Databases, Scripting, Database Systems, Application Development

    ★ 4.4 (25) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    3D Modeling for 3D Printing and Laser Cutting on Fusion 360

    Skills you'll gain: Visualization (Computer Graphics), Design Software, Software Installation, Functional Design, Technical Design, Design, Model Optimization, User Interface (UI), Data Import/Export

    ★ 4.9 (18) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Microservices Architecture: Design Patterns & Principles

    Skills you'll gain: Microservices, Data Store, Cloud-Native Computing, Cloud Deployment, Continuous Delivery, Site Reliability Engineering, Cloud Computing Architecture, Database Development, Microarchitecture, Prometheus (Software)

    ★ 4.4 (17) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Business Strategy: Business Model Canvas Analysis with Miro

    Skills you'll gain: New Product Development, Value Propositions, Business Modeling, Product Development, Business Analysis, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Strategic Thinking, Business Strategies, Innovation, Entrepreneurship

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

  • P

    Packt

    Mastering QuickBooks® 2025

    Skills you'll gain: Month End Closing, Inventory Accounting, Inventory Management System, Accounting, Sales Tax, Accounting Software, General Accounting, Reconciliation, Payroll, Payroll Administration, Ledgers (Accounting), Tax Management, Small Business Accounting, Payroll Reporting, Payroll Tax, Payroll Systems, Bookkeeping, Finance, Enterprise Application Management, Business

    Beginner · Course · 1 - 3 Months

  • A

    Alibaba Cloud Academy

    Protecting Cloud Architecture with Alibaba Cloud

    Skills you'll gain: Cloud Security, Network Security, General Networking, Operating System Administration, Network Architecture, Data Security, Application Security, Cloud Computing, Cloud Computing Architecture, Cloud Infrastructure, Operating Systems, Linux, Security Controls, Hardening, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management

    ★ 4.7 (63) · Beginner · Course · 1 - 3 Months

  • S

    Starweaver

    Accounting and Financial Modelling Bootcamp

    Skills you'll gain: Working Capital, Financial Statements, Financial Modeling, Financial Accounting, Financial Analysis, Financial Reporting, Financial Statement Analysis, Cash Management, Income Statement, Business Valuation, Accounting, Cash Flows, Bookkeeping, Benchmarking, Return On Investment, Balance Sheet, Risk Analysis, Microsoft Excel, Investment Banking, Finance

    Beginner · Specialization · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Becoming a Strengths Based Leader: Leading Standout® Teams

    Skills you'll gain: Storytelling, Recognizing Others, Team Building, Trustworthiness, Team Performance Management, Team Management, Teamwork, Collaboration, Team Collaboration, Team Leadership, Visionary, People Development, Leadership Development, Peer Review, Team Motivation, Employee Engagement, Leadership, Performance Management, Communication, Productivity

    ★ 4.5 (34) · Beginner · Specialization · 3 - 6 Months

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

  • Managing Azure Infrastructure: Storage, Monitoring & Backup: Microsoft
  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
  • Social Science Approaches to the Study of Chinese Society Part 2: The Hong Kong University of Science and Technology
  • Advanced IoT Systems Integration and Industrial Applications: LearnQuest
  • Python for Serverless Applications and Automation on AWS: Amazon Web Services
  • 3D Modeling for 3D Printing and Laser Cutting on Fusion 360: Packt
  • Microservices Architecture: Design Patterns & Principles: Packt
  • Business Strategy: Business Model Canvas Analysis with Miro: Coursera
  • Mastering QuickBooks® 2025: Packt
  • Protecting Cloud Architecture with Alibaba Cloud: Alibaba Cloud Academy

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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