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Big Data Analytics Courses Online

Master big data analytics for processing and analyzing large datasets. Learn to use tools like Hadoop, Spark, and NoSQL databases.

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Explore the Big Data Analytics Course Catalog

  • C

    Coursera Project Network

    Data Management with Azure: Implement Compliance Controls

    Skills you'll gain: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    The Nature of Data and Relational Database Design

    Skills you'll gain: Decision Support Systems, Database Design, Relational Databases, Database Management, SQL, Descriptive Statistics, Statistics, Statistical Analysis, Business Intelligence, Microsoft Excel, Data Processing, Extract, Transform, Load, Business Analytics, Data Manipulation, Data Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    102 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera Project Network

    Azure Data Factory : Implement SCD Type 1

    Skills you'll gain: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Data Warehousing, Database Management Systems, SQL, Data Integration, Extract, Transform, Load

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modelling: Techniques of Integration

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Probability, Applied Mathematics, Advanced Mathematics, Geometry, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Maryland, College Park

    Product Management: Data Science and Agile Systems

    Skills you'll gain: Product Roadmaps, Agile Product Development, Backlogs, DevOps, Lean Methodologies, Analytics, Agile Methodology, Agile Project Management, Data-Driven Decision-Making, Product Management, Operational Efficiency, Risk Management, Data Science, Product Development, Innovation, Product Strategy

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Managing Data Lakes & Pipelines with Google Cloud Dataplex

    Skills you'll gain: Data Lakes, Data Processing, Google Cloud Platform, Data Warehousing, Data Integration, Data Management, Data Pipelines, Data Governance, Analytics, Data Quality, Data Security, Identity and Access Management, Automation

    3.3
    Rating, 3.3 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Business Process, Business Process Modeling, Google Cloud Platform, Real Time Data, Data Processing, Data Pipelines, Systems Design, Dataflow, Cloud Engineering, Data Infrastructure, Data Quality, Data Lakes, Big Data, Data Modeling, Dashboard, Cloud Infrastructure, Data Management, Data Warehousing, MLOps (Machine Learning Operations), Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    814 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Search Engines for Web and Enterprise Data

    Skills you'll gain: Web Analytics and SEO, AI Personalization, Semantic Web, Algorithms, Query Languages, Network Analysis, Text Mining, Information Architecture, Performance Testing, Natural Language Processing, User Research, Data Structures, Graph Theory, UI/UX Research, Applied Machine Learning, Linear Algebra

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Data Storage Fundamentals with IBM Storage Scale

    Skills you'll gain: Data Storage, File Systems, Servers, Data Management, Disaster Recovery, Data Integrity, Data Security, Configuration Management, System Configuration, Scalability, Software Installation

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    A Crash Course in Causality: Inferring Causal Effects from Observational Data

    Skills you'll gain: R Programming, R (Software), Statistical Analysis, Statistical Methods, Statistical Modeling, Data Analysis, Probability & Statistics, Regression Analysis, Research Design, Graph Theory

    4.7
    Rating, 4.7 out of 5 stars
    ·
    568 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Essential Aspects of Software, Hardware, and Data Backup

    Skills you'll gain: Cybersecurity, Application Security, Information Systems Security, Software Installation, System Configuration, Data Management, Computer Hardware, Data Security, Data Storage, Microsoft Windows, Firewall, Disaster Recovery, Encryption, Identity and Access Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    147 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera Project Network

    Snowflake for Data Science: Intro to Snowpark ML for Python

    Skills you'll gain: Snowflake Schema, Applied Machine Learning, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Processing, Data Science, Python Programming, Regression Analysis

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Data Management with Azure: Implement Compliance Controls: Coursera Project Network
  • The Nature of Data and Relational Database Design: University of California, Irvine
  • Azure Data Factory : Implement SCD Type 1: Coursera Project Network
  • Calculus through Data & Modelling: Techniques of Integration: Johns Hopkins University
  • Product Management: Data Science and Agile Systems: University of Maryland, College Park
  • Managing Data Lakes & Pipelines with Google Cloud Dataplex: Board Infinity
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud
  • Search Engines for Web and Enterprise Data: The Hong Kong University of Science and Technology
  • Data Storage Fundamentals with IBM Storage Scale: IBM
  • A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania

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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