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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


  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Keras (Neural Network Library), Model Evaluation, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Computer Vision, Applied Machine Learning, Machine Learning, Python Programming, Matplotlib, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • W

    Whizlabs

    Exam Prep MLS-C01: AWS Certified Specialty Machine Learning

    Skills you'll gain: AWS Kinesis, Model Evaluation, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Model Deployment, Data Preprocessing, Scalability, Classification Algorithms, Forecasting, Feature Engineering, Algorithms, Data Analysis, Predictive Modeling, Data Modeling

    4
    Rating, 4 out of 5 stars
    ·
    44 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Tecnología musical con software libre

    Skills you'll gain: Music Theory, Music, Open Source Technology, Media Production, Musical Composition, Digital Signal Processing, Music History, Electronic Components, Post-Production, Electronics, Aesthetics, Hardware Design, Collaborative Software, Data Sharing, Embedded Systems, Instrumental Music, Multimedia, System Configuration, Algorithms, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    264 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Analytics: Uncover Web Traffic Secrets

    Skills you'll gain: Web Analytics, Web Analytics and SEO, Marketing Analytics, Analytics, Technical Documentation, Technical Communication, Performance Metric, Data Analysis, Data-Driven Decision-Making, Team Oriented, Data Presentation

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Python Scripting for DevOps

    Skills you'll gain: Containerization, File I/O, Package and Software Management, Unified Modeling Language, Matplotlib, Software Testing, Docker (Software), Development Environment, Unit Testing, Test Automation, Continuous Integration, Data Manipulation, Pandas (Python Package), Scripting, Data Modeling, DevOps, Programming Principles, Python Programming, Data Structures, Computer Programming

    4
    Rating, 4 out of 5 stars
    ·
    209 reviews

    Beginner · Specialization · 3 - 6 Months

  • K

    Kennesaw State University

    Managing Network Security

    Skills you'll gain: Network Security, Network Administration, Security Management, Firewall, Network Monitoring, Cybersecurity, General Networking, Network Protocols, Computer Networking, Virtual Private Networks (VPN), Wireless Networks, Vulnerability Assessments, Cloud Security, System Monitoring, TCP/IP, Intrusion Detection and Prevention, Cloud Computing, Threat Detection, Cryptography, Encryption

    4.8
    Rating, 4.8 out of 5 stars
    ·
    238 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Advanced SQL Retrieval Queries in SQLiteStudio

    Skills you'll gain: SQL, Query Languages, Relational Databases, Data Manipulation, Data Analysis, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
    ·
    98 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Macquarie University

    Cyber Security: Essentials for AI

    Skills you'll gain: Data Security, Security Testing, Data Ethics, Cyber Security Strategy, Cyber Threat Intelligence, Security Controls, Cyber Risk, Data Sharing, Intrusion Detection and Prevention, Cyber Attacks, Cybersecurity, Cyber Threat Hunting, Cyber Governance, Security Management, Artificial Intelligence and Machine Learning (AI/ML), Security Awareness, Security Strategy, AI Product Strategy, Security Software, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Beginner · Specialization · 3 - 6 Months

  • N

    New York University

    Enterprise and Infrastructure Security

    Skills you'll gain: Infrastructure Security, Cyber Security Strategy, Mobile Security, Enterprise Security, Cyber Risk, Cyber Security Policies, Cybersecurity, Cloud Security, NIST 800-53, Hybrid Cloud Computing, Security Awareness, Cloud Computing Architecture, Blockchain, Internet Of Things, Cryptography, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    682 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, Writing, Artificial Intelligence, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Text Mining, Operational Efficiency, Project Schedules, Media Production

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Java App Development Project: Fundamentals, OOP & File I/O

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Persistence, Object Oriented Design, Java, Maintainability, Software Design, Program Development, Application Development, Data Management, Data Validation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Cryptographic Hash and Integrity Protection

    Skills you'll gain: Cryptography, Data Integrity, Encryption, Authentications, Information Assurance, Data Security, Public Key Cryptography Standards (PKCS)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    99 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • Exam Prep MLS-C01: AWS Certified Specialty Machine Learning: Whizlabs
  • Tecnología musical con software libre: Universidad Nacional Autónoma de México
  • Analytics: Uncover Web Traffic Secrets: Coursera
  • Python Scripting for DevOps: LearnQuest
  • Managing Network Security: Kennesaw State University
  • Advanced SQL Retrieval Queries in SQLiteStudio: Coursera
  • Cyber Security: Essentials for AI: Macquarie University
  • Enterprise and Infrastructure Security: New York University
  • AI for Productivity: Duke University

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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