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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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    Microsoft

    Fundamentals of Big Data with Microsoft Azure

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Databricks, Big Data, Distributed Computing, Public Cloud, Cloud Computing, Data Lakes, Cloud Computing Architecture, Data Processing, Scalability, Data Storage Technologies, Analytics, Real Time Data

    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, Case Studies, Analytics, Financial Services, Business Analytics, SAP Analytics Cloud, Banking, Financial Analysis, Big Data, Data Analysis, Risking, Trend Analysis, Fraud detection, Law, Regulation, and Compliance, Business Ethics, Data Visualization Software

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Hadoop Big Data Analytics & Projects Mastery

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, JSON, Data Processing, Data Warehousing, Distributed Computing, Data Analysis, Scalability, Case Studies, Analytics, Data Pipelines, Query Languages, Social Media, Data Cleansing, Data Integration, Social Media Content

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Big Data Foundations with Hadoop and Spark

    Skills you'll gain: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Apache, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, IntelliJ IDEA, Application Deployment, Enterprise Application Management

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Google Cloud Platform, Real Time Data, Data Pipelines, Data Lakes, Data Import/Export, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Data Warehousing, Extract, Transform, Load, Unstructured Data, Operational Databases, Data Integration, Big Data, Metadata Management, Feature Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Big Data, Extract, Transform, Load, Data Architecture, Tensorflow, Query Languages, Data Warehousing, Apache Spark, Real Time Data, Data Migration, Data Processing, SQL, Data Integration, Unstructured Data, Apache Hadoop, Data Security

    4.7
    Rating, 4.7 out of 5 stars
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    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Yonsei University

    Emerging Technologies: From Smartphones to IoT to Big Data

    Skills you'll gain: Apache Spark, Augmented Reality, Cloud Computing Architecture, Big Data, Wireless Networks, SPSS, Augmented and Virtual Reality (AR/VR), Cloud Computing, Internet Of Things, Analytics, Real Time Data, Apache Hadoop, Telecommunications, Local Area Networks, Multimedia, Emerging Technologies, Apple iOS, Market Analysis, Display Devices, Product Planning

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Pennsylvania

    Business Analytics

    Skills you'll gain: People Analytics, Descriptive Analytics, Financial Statement Analysis, Business Analytics, Data-Driven Decision-Making, Customer Analysis, Human Capital, Human Resource Strategy, Operations Research, Financial Analysis, Marketing Analytics, Analytics, Operational Efficiency, Predictive Analytics, Customer Insights, Financial Data, Operational Analysis, Peer Review, Human Resources, Financial Accounting

    4.6
    Rating, 4.6 out of 5 stars
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    18K reviews

    Beginner · Specialization · 3 - 6 Months

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    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Data Mining, Health Informatics, Biomedical Technology, R Programming, Predictive Modeling, Statistical Analysis, Molecular Biology, Feature Engineering, Data Preprocessing, Classification Algorithms

    4.2
    Rating, 4.2 out of 5 stars
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    287 reviews

    Advanced · Course · 1 - 3 Months

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    Universidad de los Andes

    Arquitecturas de Big Data

    Skills you'll gain: Public Cloud, Big Data, Data Infrastructure, Apache Hadoop, Apache Spark, Data Architecture, Cloud Platforms, Cloud Services, Data Processing, Distributed Computing, Cloud Computing, Scalability, Data Storage Technologies, NoSQL, File Systems, Data Storage, Software Architecture

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud 日本語版

    Skills you'll gain: Google Cloud Platform, Model Deployment, Tensorflow, Dataflow, Data Import/Export, Data Pipelines, Feature Engineering, Data Lakes, Real Time Data, Data Governance, Applied Machine Learning, Apache Kafka, Data Warehousing, Apache Spark, Dashboard, Data Infrastructure, Data Architecture, Big Data, Data Migration, MLOps (Machine Learning Operations)

    4.4
    Rating, 4.4 out of 5 stars
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    290 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Databases, PostgreSQL, Data Manipulation, Data Analysis, 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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In summary, here are 10 of our most popular big data courses

  • Fundamentals of Big Data with Microsoft Azure: Microsoft
  • Analyze Big Data Analytics for Financial Transformation: EDUCBA
  • Hadoop Big Data Analytics & Projects Mastery: EDUCBA
  • Big Data Foundations with Hadoop and Spark: Packt
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Emerging Technologies: From Smartphones to IoT to Big Data: Yonsei University
  • Business Analytics: University of Pennsylvania
  • Big Data, Genes, and Medicine: The State University of New York
  • Arquitecturas de Big Data : Universidad de los Andes

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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