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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


  • U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Simulation and Simulation Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Fine-tuning, Applied Mathematics

    4.7 stars, 254 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (254) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Cybersecurity in the Cloud

    Skills you'll gain: Open Web Application Security Project (OWASP), Cloud Security, Authentications, Key Management, Data Security, Cloud Applications, Cloud Development, Cloud Services, Application Security, Authorization (Computing), Cyber Risk, Secure Coding, Cloud Storage, Personally Identifiable Information, DevSecOps, General Data Protection Regulation (GDPR), Network Security, Information Privacy, Computer Security, Cryptography

    4.3 stars, 172 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (172) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Machine Learning: Random Forest with Python from Scratch©

    Skills you'll gain: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Plot (Graphics), Data Visualization, Machine Learning Methods, Data Preprocessing, Data Wrangling, Machine Learning, Programming Principles, Data Manipulation, Data Cleansing, Data Transformation, Supervised Learning, Python Programming, Data Science, NumPy

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Architecting with Google Kubernetes Engine: Production

    Skills you'll gain: Kubernetes, CI/CD, Google Cloud Platform, Continuous Integration, Continuous Deployment, Cloud-Native Computing, Continuous Delivery, Application Deployment, Cloud-Based Integration, Cloud Services, Application Performance Management, Cloud Storage, Cloud Security, Role-Based Access Control (RBAC), Identity and Access Management, Data Storage, Authorization (Computing), Authentications

    4.7 stars, 954 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (954) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics

    Skills you'll gain: electromagnetics, Electrical Engineering, Differential Equations, Physics, Electrical Systems, Materials science, Integral Calculus, Advanced Mathematics, Energy and Utilities, Applied Mathematics, Engineering Calculations, Engineering, Mechanics, Electronic Components, Engineering Analysis, Mathematical Modeling, Scientific Visualization

    4.7 stars, 987 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (987) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IE Business School

    Investigación de mercados y comportamiento del consumidor

    Skills you'll gain: Surveys, Consumer Behaviour, Survey Creation, Market Research, Data Analysis, Marketing, Data Collection, Marketing Psychology, Business Research, Marketing Strategies, Research Methodologies, Research Design, Market Data, Customer Analysis, Experimentation, Decision Making, B2B Sales

    4.5 stars, 753 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (753) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning

    4.7 stars, 184 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (184) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • A

    Amazon

    Full Stack Web Development

    Skills you'll gain: Full-Stack Web Development, Restful API, Cloud Deployment, Frontend Integration, Front-End Web Development, Web Design and Development, Web Services, Cloud Development, Application Deployment, Cloud Applications, Web Development, Spring Framework, Amazon Web Services, HTML and CSS, Data Persistence, Application Programming Interface (API), Server Side, Web Applications, Back-End Web Development, Javascript

    4 stars, 57 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (57) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IESE Business School

    Marketing: Customer Needs and Wants

    Skills you'll gain: Value Propositions, Brand Management, Customer Analysis, Marketing, Branding, Brand Marketing, Marketing Strategies, Target Market, Product Strategy, Strategic Communication, Brand Awareness, Digital Marketing, Communication Strategies, Brand Strategy, Marketing Planning, Marketing Management, Target Audience, Marketing Communications, Marketing Analytics, Digital Marketing Campaigns

    4.5 stars, 491 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (491) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Applied Cryptography

    Skills you'll gain: Data Encryption Standard, Public Key Infrastructure, Cryptography, Brute-force attacks, Key Management, Advanced Encryption Standard (AES), Cryptographic Protocols, Encryption, Data Integrity, Cybersecurity, Computer Security, Information Assurance, Authentications, Data Security, Theoretical Computer Science, Threat Modeling, Communication Systems, Algorithms, Digital Communications

    4.6 stars, 923 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (923) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Graph Theory, Computational Logic, Logical Reasoning, Computational Thinking, Network Model, Deductive Reasoning, Geospatial Information and Technology, Mathematics and Mathematical Modeling, Computer Science, Algebra, Applied Mathematics, Algorithms

    4.7 stars, 282 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.7 (282) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • T

    The State University of New York

    Applied Digital Literacy

    Skills you'll gain: Digital Design, digital literacy, Infographics, Content Creation, Graphic Design, Digital Publishing, Brainstorming, Planning, Information Management, Research, Literacy, Lifelong Learning, Critical Thinking, Investigation, Digital Communications, Multimedia, Peer Review, Communication, Design Thinking, Ethical Standards And Conduct

    4.8 stars, 369 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (369) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Battery State-of-Charge (SOC) Estimation: University of Colorado Boulder
  • Cybersecurity in the Cloud: University of Minnesota
  • Machine Learning: Random Forest with Python from Scratch©: Packt
  • Architecting with Google Kubernetes Engine: Production: Google Cloud
  • Electrodynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • Investigación de mercados y comportamiento del consumidor: IE Business School
  • Remote Sensing Image Acquisition, Analysis and Applications: UNSW Sydney (The University of New South Wales)
  • Full Stack Web Development: Amazon
  • Marketing: Customer Needs and Wants: IESE Business School
  • Applied Cryptography: University of Colorado System

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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