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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


  • L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    4.8 stars, 63 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (63) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Autonomous Vehicle Engineering

    Skills you'll gain: NoSQL, Apache Hadoop, Control Systems, Apache Hive, Big Data, Machine Controls, Simulation and Simulation Software, Model Based Systems Engineering, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Mechanical Engineering, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Systems Architecture, Simulations, Global Positioning Systems, Business Intelligence, Robotics

    4.3 stars, 91 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (91) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Indian Institute for Human Settlements

    Shaping Urban Futures

    Skills you'll gain: Innovation, Sustainable Development, Community Development, Spatial Analysis, Environmental Issue, Social Sciences, Policy Analysis, Demography, Climate Change Adaptation, Environmental Policy, Socioeconomics, Systems Thinking, Economic Development, Sociology, Emerging Technologies, Cultural Diversity, Big Data, Data Literacy, Research Methodologies

    4.6 stars, 58 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (58) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    NoSQL Databases: Analyze & Implement Scalable Systems

    Skills you'll gain: Apache Mahout, NoSQL, Big Data, Apache Hive, Data Pipelines, Databases, Applied Machine Learning, Real Time Data, Database Theory, Scalability, Distributed Computing, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Transaction Processing, Machine Learning, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Hadoop and Spark Fundamentals

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Pipelines, Data Processing, Data Import/Export, Data Infrastructure, Linux Commands, Linux, File Systems, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Java, C++ (Programming Language)

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Cloud Analytics with Google Cloud Platform

    Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Services, Cloud Computing, Big Data, Analytics, Cloud Platforms, Dataflow, Data Processing, Cloud Solutions, Cloud Storage, Data Lakes, Microsoft Azure, Data Pipelines, Real Time Data, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Finanças Orientada a Dados

    Skills you'll gain: Big Data, FinTech, Analytics, Financial Market, Data Literacy, Business Transformation, Financial Services, Data Analysis, Digital Transformation, Data Science, Data-Driven Decision-Making, Market Dynamics, Data Sharing, Customer experience improvement

    4.3 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (27) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • W

    Whizlabs

    AWS: Migration & Analytics

    Skills you'll gain: Apache Hadoop, Data Migration, AWS Kinesis, File Transfer Protocol (FTP), Apache Spark, Amazon Web Services, Big Data, Dashboard Creation, Data Import/Export, Analytics, Business Intelligence Software, Cloud Services, Real Time Data, Cloud Storage, Data Storage

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    The Ultimate Hands-On Hadoop

    Skills you'll gain: Apache Hadoop, Real Time Data, Apache Spark, Apache Kafka, Data Integration, AWS Kinesis, Apache Hive, Data Pipelines, Big Data, Applied Machine Learning, Systems Design, System Design and Implementation, Distributed Computing, Query Languages, Data Processing, NoSQL, MongoDB, Data Import/Export, SQL, Scalability

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Digital Marketing Tools: Machine Learning and AI

    Skills you'll gain: Model Evaluation, Apache Hadoop, Machine Learning Methods, AI Personalization, Digital Marketing Tools, Data-Driven Marketing, Customer Analysis, Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Applied Machine Learning, Big Data, Marketing, Customer Insights, Personalized Campaigns, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Deep Learning

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Digital Marketing Analytics

    Skills you'll gain: Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Paid media, Search Engine Marketing, Web Analytics and SEO, Digital Marketing, Data-Driven Decision-Making, Digital Marketing Tools, A/B Testing, Data Analysis, AI Personalization, Contextual Advertising, Big Data, Customer Analysis, Customer Data Management, Machine Learning

    4.5 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Plataformas para procesar datos no tradicionales​

    Skills you'll gain: Spatial Analysis, NoSQL, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Big Data, MongoDB, GIS Software, File Systems, Data Infrastructure, Apache Hadoop, Distributed Computing, Data Architecture, Cloud Computing, Apache Spark, Public Cloud, Database Systems, Scalability, Databases

    3.9 stars, 13 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
1…141516…36

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

  • AI & ML Applications in Oil and Gas Industry: L&T EduTech
  • Autonomous Vehicle Engineering: Università di Napoli Federico II
  • Shaping Urban Futures: Indian Institute for Human Settlements
  • NoSQL Databases: Analyze & Implement Scalable Systems: EDUCBA
  • Hadoop and Spark Fundamentals: Pearson
  • Cloud Analytics with Google Cloud Platform: Packt
  • Finanças Orientada a Dados: Fundação Instituto de Administração
  • AWS: Migration & Analytics: Whizlabs
  • The Ultimate Hands-On Hadoop: Packt
  • Digital Marketing Tools: Machine Learning and AI: University of Maryland, College Park

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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