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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


  • I

    Infosec

    Technical Deep Dive with Incident Response Tools

    Skills you'll gain: Incident Response, Computer Security Incident Management, Endpoint Detection and Response, Cyber Threat Intelligence, Intrusion Detection and Prevention, Threat Detection, Cyber Attacks, Cybersecurity, Network Security, Digital Forensics, Network Monitoring, Data Security, Network Analysis, Exploitation techniques, Malware Protection, Memory Management

    ★ 4.8 (96) · Beginner · Course · 1 - 3 Months

  • A

    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize Deep Learning: Tune PyTorch Models

    Skills you'll gain: Fine-tuning, Model Optimization, Model Deployment, Model Training, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Model Training, Application Lifecycle Management, DevOps, AI Workflows, Applied Machine Learning, CI/CD, Automation

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Industrial Engineering, Applied Mathematics, Mathematical Software, Operational Analysis, Operations, Linear Algebra, Numerical Analysis, Mathematical Modeling, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Learn Notion for Client and Project Management

    Skills you'll gain: Databases, Relational Databases, Project Schedules, Milestones (Project Management), Database Software, Calendar Management, Project Management, Content Management Systems, Client Support, Process Management, Project Documentation, Document Management, Process Improvement and Optimization, User Accounts

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

  • M

    Microsoft

    Security and Authentication

    Skills you'll gain: Role-Based Access Control (RBAC), Authentications, Secure Coding, ASP.NET, Endpoint Security, Microsoft Copilot, Data Security, Back-End Web Development, Authorization (Computing), Application Security, JSON, Identity and Access Management, Data Storage, Encryption

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

  • G

    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure dalam bahasa Indonesia

    Skills you'll gain: Cloud Infrastructure, Cloud Development, Google Cloud Platform, Kubernetes, Cloud Applications, Identity and Access Management, Infrastructure As A Service (IaaS), Cloud Storage, Containerization, Cloud Platforms, Cloud-Native Computing, Cloud Deployment, Cloud Services, Generative AI, Cloud Computing, Data Storage Technologies, Cloud Management, Infrastructure Architecture, IT Infrastructure, Network Infrastructure

    ★ 4.9 (607) · Beginner · Course · 1 - 3 Months

  • S

    SkillUp

    Get Started with iOS App Development

    Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Mobile Development, Application Development, Development Environment, Mobile Development Tools, Program Development, Apple software proficiency, Software Development, User Interface (UI), Integrated Development Environments, Git (Version Control System), Debugging, Data Management

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

  • P

    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

  • A

    Association of International Certified Professional Accountants

    Introduction to Blockchain

    Skills you'll gain: Blockchain, Key Management, Digital Assets, Asset Protection, Supply Chain, Data Security, Supply Chain Management, FinTech, Cryptography, Security Management, Cybersecurity, Public Key Infrastructure, Accounting, Security Awareness, Payment Systems, Emerging Technologies, Ledgers (Accounting), Security Controls, Risk Management, Business

    ★ 4.6 (218) · Beginner · Specialization · 1 - 3 Months

  • K

    Knowledge Accelerators

    Advanced Microsoft 365 Copilot AI: Build & Use Agents

    Skills you'll gain: Responsible AI, Microsoft Copilot, Risking, Data Ethics, Microsoft 365, Generative AI Agents, LLM Application, Generative AI, AI Workflows, Governance, Agentic Workflows, Large Language Modeling, Prompt Engineering, Ethical Standards And Conduct

    ★ 4.3 (9) · Advanced · Course · 1 - 3 Months

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

  • Technical Deep Dive with Incident Response Tools: Infosec
  • Classification and Planned Experiments: Arizona State University
  • Optimize Deep Learning: Tune PyTorch Models: Coursera
  • Machine Learning Operations (MLOps): Getting Started - 日本語版: Google Cloud
  • Industrial Optimization: Models & Linear Programming: Northeastern University
  • Learn Notion for Client and Project Management: Skillshare
  • Security and Authentication: Microsoft
  • Google Cloud Fundamentals: Core Infrastructure dalam bahasa Indonesia: Google Cloud
  • Get Started with iOS App Development : SkillUp
  • Generative AI for Developers: Unit 3: Pearson

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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