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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


  • E

    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • I

    Infosec

    Advanced Python Scripting for Cybersecurity

    Skills you'll gain: Network Analysis, Network Security, Cyber Operations, Intrusion Detection and Prevention, MITRE ATT&CK Framework, Cybersecurity, Threat Detection, Network Monitoring, Penetration Testing, Anomaly Detection, Brute-force attacks, Scripting, Authentications, Vulnerability Assessments, Python Programming, Data Access, System Monitoring, Systems Analysis, Automation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    80 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Getting Started with Microsoft OneDrive

    Skills you'll gain: File Management, Microsoft Office, Version Control, Document Management, Data Sharing, Cloud Storage, Data Storage, Data Loss Prevention

    4.6
    Rating, 4.6 out of 5 stars
    ·
    83 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    Illinois Tech

    Digital Marketing

    Skills you'll gain: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing, Keyword Research, Advertising Campaigns

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    59 reviews

    Advanced · Course · 1 - 3 Months

  • U

    Universitat de Barcelona

    Oceanografía: una clave para entender mejor nuestro mundo

    Skills you'll gain: Global Positioning Systems, Physical Science, Water Resources, Chemistry, Water Quality, Geospatial Information and Technology, Environment, Spatial Data Analysis, Environmental Science, Climate Change Adaptation, Remote Access Systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    357 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Pearson

    Learn MLOps for Machine Learning

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, AWS SageMaker, CI/CD, Data Management, Cloud Deployment, Model Evaluation, Data Preprocessing, Machine Learning, Automation, Data Pipelines, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Putting SQL to Work: The TechMart Challenge

    Skills you'll gain: SQL, Business Reporting, Performance Reporting, Data Cleansing, Data Analysis, Query Languages, Database Development, Analytical Skills, Prompt Engineering Tools, Data Transformation, Business Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Software Testing Fundamentals for ISTQB Exams Prep

    Skills you'll gain: Test Planning, Test Tools, Software Testing, Configuration Management, Test Case, Integration Testing, System Testing, Test Automation, Software Development Life Cycle, Acceptance Testing, Software Technical Review, Code Review, Unit Testing, White-Box Testing, Regression Testing, Software Quality Assurance, Test Data, Risk Management, Risk Management Framework, Verification And Validation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    99 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Architecting with Google Kubernetes Engine en Portuguese

    Skills you'll gain: Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Applications, Data Persistence, Generative AI, CI/CD, Cloud-Native Computing, Cloud Storage, Application Deployment, Identity and Access Management, Infrastructure As A Service (IaaS), Prompt Engineering, Network Infrastructure, Virtual Machines, Continuous Deployment, Scalability, Data Storage Technologies, Cloud Computing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    770 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Linux System Administration with IBM Power Systems

    Skills you'll gain: Linux Administration, Red Hat Enterprise Linux, Linux, Operating System Administration, IBM Cloud, Linux Commands, Virtualization, Systems Administration, Virtual Machines, Cloud Computing, System Monitoring, Software Installation, System Configuration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    136 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • K

    KodeKloud

    Python for the Absolute Beginner

    Skills you'll gain: Data Structures, Debugging, Python Programming, Programming Principles, Computer Programming, Scripting, Scripting Languages

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

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

  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Advanced Python Scripting for Cybersecurity: Infosec
  • Getting Started with Microsoft OneDrive: Coursera
  • Digital Marketing: Illinois Tech
  • Oceanografía: una clave para entender mejor nuestro mundo: Universitat de Barcelona
  • Learn MLOps for Machine Learning: Pearson
  • Putting SQL to Work: The TechMart Challenge: Coursera
  • Software Testing Fundamentals for ISTQB Exams Prep: Board Infinity
  • Architecting with Google Kubernetes Engine en Portuguese: Google Cloud
  • Linux System Administration with IBM Power Systems: IBM

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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