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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


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    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Transformation, Network Performance Management, Data Persistence, Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

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    University of California San Diego

    Big Data Modeling and Management Systems

    Skills you'll gain: Data Modeling, Data Infrastructure, Data Store, Data Architecture, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Database Management, Database Software, Data Processing, Apache Hadoop, Query Languages, Relational Databases, Data Structures, Virtual Environment

    4.4
    Rating, 4.4 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 3 Months

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    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Apache Spark with Scala – Hands-On with Big Data!

    Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Data Manipulation, Programming Principles, Scripting, Machine Learning Algorithms, Graph Theory, Integrated Development Environments, Data Transformation, Development Environment, Software Development Tools, Distributed Computing, Performance Tuning, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze Big Data Analytics for Financial Transformation

    Skills you'll gain: Data-Driven Decision-Making, Financial Data, Case Studies, Analytics, Financial Services, Business Analytics, SAP Analytics Cloud, Banking, Data Ethics, Accounting and Finance Software, Financial Analysis, Big Data, Risking, Trend Analysis, Fraud detection, Law, Regulation, and Compliance, Business Ethics, Data Visualization Software, Program Implementation, Customer experience improvement

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Big Data Management and Optimization

    Skills you'll gain: Security Controls, Scalability, Data Governance, Cloud Management, Data Management, Performance Tuning, Microsoft Azure, Metadata Management, IT Security Architecture, Azure Active Directory, Disaster Recovery, Data Security, Big Data, Cloud Computing Architecture, Identity and Access Management, Encryption

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Query Languages, Databases, Database Management, Analytics, PostgreSQL, Data Manipulation, Data Integration, Data Analysis, Data Processing, Virtual Machines

    4.8
    Rating, 4.8 out of 5 stars
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    531 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Social Media Analytics, Extensible Markup Language (XML), Database Management, Apache Hadoop, Analytics, Data Processing, Data Management, Data Import/Export, Data Integration

    Mixed · Course · 1 - 4 Weeks

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    28DIGITAL

    Security and Privacy for Big Data - Part 2

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Vulnerability Management, Vulnerability Assessments, Law, Regulation, and Compliance, Big Data, Encryption, Cryptography, Cryptographic Protocols

    4.7
    Rating, 4.7 out of 5 stars
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    263 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Visualization and Security in AWS Big Data

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Web Services, Encryption, Data Visualization Software, Data Visualization, Amazon S3, Key Management, Data Security, User Provisioning, Cloud Security, Dashboard, Interactive Data Visualization, Dashboard Creation, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Cloudera

    Foundations for Big Data Analysis with SQL

    Skills you'll gain: Database Design, Relational Databases, Databases, SQL, Big Data, Database Systems, Database Management Systems, NoSQL, Operational Databases, Data Warehousing, Data Management, Query Languages, Virtual Machines, Data Storage, Data Analysis, Unstructured Data

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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

  • Big Data Analysis with Scala and Spark (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Big Data Modeling and Management Systems: University of California San Diego
  • Big Data Processing with Hadoop and Spark: University of Pittsburgh
  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • Analyze Big Data Analytics for Financial Transformation: EDUCBA
  • Big Data Management and Optimization: Microsoft
  • Analyzing Big Data with SQL: Cloudera
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Security and Privacy for Big Data - Part 2: 28DIGITAL

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Reinforcement Learning (13)
Algebra (10)
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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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